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Vishal M. Patel

Vishal Patel 0001

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affiliation: Johns Hopkins University, Baltimore, MD, USA
affiliation (former): Rutgers University, NJ, USA
affiliation (PhD 2010): University of Maryland, College Park, MD, USA

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2020 – today

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2024
[j91]
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Poojan Oza, Vishwanath A. Sindagi, Vibashan VS, Vishal M. Patel:
Unsupervised Domain Adaptation of Object Detectors: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4018-4040 (2024)
[j90]
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Thirimachos Bourlai, Jacob Rose, Suha Reddy Mokalla, Ananya Zabin, Lawrence A. Hornak, Christopher B. Nalty, Neehar Peri, Joshua Gleason, Carlos Domingo Castillo, Vishal M. Patel, Rama Chellappa:
Data and Algorithms for End-to-End Thermal Spectrum Face Verification. IEEE Trans. Biom. Behav. Identity Sci. 6(1): 1-14 (2024)
[j89]
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Pengfei Guo, Yiqun Mei, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer. IEEE Trans. Medical Imaging 43(1): 582-593 (2024)
[j88]
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  - journals/tnn/ShaoPYP24
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Federated Generalized Face Presentation Attack Detection. IEEE Trans. Neural Networks Learn. Syst. 35(1): 103-116 (2024)
[c228]
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  - conf/aaai/0002VM024
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Bardia Safaei, Vibashan VS, Celso M. de Melo, Vishal M. Patel:
Entropic Open-Set Active Learning. AAAI 2024: 4686-4694
[c227]
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Shao-Yuan Lo, Vishal M. Patel:
Adaptive Batch Normalization Networks for Adversarial Robustness. AVSS 2024: 1-6
[c226]
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  - conf/cvpr/Mei00SZB0JP24
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Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, HyunJoon Jung, Vishal M. Patel:
Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image. CVPR 2024: 4263-4273
[c225]
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Yu Zeng, Vishal M. Patel, Haochen Wang, Xun Huang, Ting-Chun Wang, Ming-Yu Liu, Yogesh Balaji:
JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation. CVPR 2024: 6786-6795
[c224]
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Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar:
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation. CVPR 2024: 9048-9058
[c223]
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  - conf/cvpr/RanasingheHP24
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Yasiru Ranasinghe, Deepti Hegde, Vishal M. Patel:
MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models. CVPR 2024: 10659-10670
[c222]
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Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
CrowdDiff: Multi-Hypothesis Crowd Density Estimation Using Diffusion Models. CVPR 2024: 12809-12819
[c221]
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  - conf/cvpr/ShahVP24
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Nisarg A. Shah, Vibashan VS, Vishal M. Patel:
LQMFormer: Language-Aware Query Mask Transformer for Referring Image Segmentation. CVPR 2024: 12903-12913
[c220]
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  - conf/cvpr/ZhangWPXL24
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Quan Zhang, Lei Wang, Vishal M. Patel, Xiaohua Xie, Jianhuang Lai:
View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network. CVPR 2024: 22000-22009
[c219]
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Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel:
MaxFusion: Plug&Play Multi-modal Generation in Text-to-Image Diffusion Models. ECCV (38) 2024: 93-110
[c218]
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Jiacong Xu, Mingqian Liao, Ram Prabhakar Kathirvel, Vishal M. Patel:
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions. ECCV (37) 2024: 321-339
[c217]
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Ruihuang Li, Zhengqiang Zhang, Chenhang He, Zhiyuan Ma, Vishal M. Patel, Lei Zhang:
Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding. ECCV (49) 2024: 416-434
[c216]
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  - conf/eccv/SharifiESPF24
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Sina Sharifi, Taha Entesari, Bardia Safaei, Vishal M. Patel, Mahyar Fazlyab:
Gradient-Regularized Out-of-Distribution Detection. ECCV (13) 2024: 459-478
[c215]
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  - conf/eccv/HegdeLPJP24
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Deepti Hegde, Suhas Lohit, Kuan-Chuan Peng, Michael J. Jones, Vishal M. Patel:
Equivariant Spatio-temporal Self-supervision for LiDAR Object Detection. ECCV (26) 2024: 475-491
[c214]
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  - conf/fgr/BandaraP24
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Action Recognition. FG 2024: 1-10
[c213]
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  - conf/fgr/NarayanP24
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Kartik Narayan, Vishal M. Patel:
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing. FG 2024: 1-10
[c212]
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Yasiru Ranasinghe, Vishal M. Patel:
Crowd Detection via Point Localization with Diffusion Models. FG 2024: 1-10
[c211]
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  - conf/icpr/ParanjapeSVP24
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Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
Low-Rank Adaptation of Segment Anything Model for Surgical Scene Segmentation. ICPR (12) 2024: 187-202
[c210]
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Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
Black-Box Adaptation for Medical Image Segmentation. MICCAI (12) 2024: 454-464
[c209]
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Ke Zhang, Vishal M. Patel:
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk Across Tasks for Few-Scribble Based Cardiac Segmentation. MICCAI (9) 2024: 456-466
[c208]
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Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
S-SAM: SVD-Based Fine-Tuning of Segment Anything Model for Medical Image Segmentation. MICCAI (12) 2024: 720-730
[c207]
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  - conf/miua/ParanjapeNSVP24
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Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation. MIUA (2) 2024: 187-201
[c206]
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  - conf/wacv/YasarlaWC0S24
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Rajeev Yasarla, Renliang Weng, Wongun Choi, Vishal M. Patel, Amir Sadeghian:
3SD: Self-Supervised Saliency Detection With No Labels. WACV 2024: 312-321
[c205]
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Rajeev Yasarla, Jeya Maria Jose Valanarasu, Vishwanath S, Vishal M. Patel:
Self-Supervised Denoising Transformer with Gaussian Process. WACV 2024: 1463-1473
[c204]
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Deepti Hegde, Vishal M. Patel:
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection. WACV 2024: 3054-3064
[c203]
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Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M. Patel:
Latent Feature-Guided Diffusion Models for Shadow Removal. WACV 2024: 4301-4310
[c202]
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Maitreya Suin, Nithin Gopalakrishnan Nair, Chun Pong Lau, Vishal M. Patel, Rama Chellappa:
Diffuse and Restore: A Region-Adaptive Diffusion Model for Identity-Preserving Blind Face Restoration. WACV 2024: 6331-6340
[i213]
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  - journals/corr/abs-2402-02263
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Yatong Bai, Mo Zhou, Vishal M. Patel, Somayeh Sojoudi:
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers. CoRR abs/2402.02263 (2024)
[i212]
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  - journals/corr/abs-2402-17207
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Mo Zhou, Yiding Yang, Haoxiang Li, Vishal M. Patel, Gang Hua:
Deployment Prior Injection for Run-time Calibratable Object Detection. CoRR abs/2402.17207 (2024)
[i211]
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  - journals/corr/abs-2403-06978
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
Attention Prompt Tuning: Parameter-efficient Adaptation of Pre-trained Models for Spatiotemporal Modeling. CoRR abs/2403.06978 (2024)
[i210]
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  - journals/corr/abs-2403-09620
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Vibashan VS, Shubhankar Borse, Hyojin Park, Debasmit Das, Vishal M. Patel, Munawar Hayat, Fatih Porikli:
PosSAM: Panoptic Open-vocabulary Segment Anything. CoRR abs/2403.09620 (2024)
[i209]
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  - journals/corr/abs-2403-09632
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Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, Hyunjoon Jung, Vishal M. Patel:
Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image. CoRR abs/2403.09632 (2024)
[i208]
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  - journals/corr/abs-2403-12960
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Kartik Narayan, Vibashan VS, Rama Chellappa, Vishal M. Patel:
FaceXFormer: A Unified Transformer for Facial Analysis. CoRR abs/2403.12960 (2024)
[i207]
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  - journals/corr/abs-2403-14053
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Jiacong Xu, Mingqian Liao, K. Ram Prabhakar, Vishal M. Patel:
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions. CoRR abs/2403.14053 (2024)
[i206]
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  - journals/corr/abs-2403-14513
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Quan Zhang, Lei Wang, Vishal M. Patel, Xiaohua Xie, Jianhuang Lai:
View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network. CoRR abs/2403.14513 (2024)
[i205]
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  - journals/corr/abs-2403-19593
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Aimon Rahman, Malsha V. Perera, Vishal M. Patel:
Frame by Familiar Frame: Understanding Replication in Video Diffusion Models. CoRR abs/2403.19593 (2024)
[i204]
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  - journals/corr/abs-2404-01367
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Kangfu Mei, Zhengzhong Tu, Mauricio Delbracio, Hossein Talebi, Vishal M. Patel, Peyman Milanfar:
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models. CoRR abs/2404.01367 (2024)
[i203]
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  - journals/corr/abs-2404-09976
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Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers. CoRR abs/2404.09976 (2024)
[i202]
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  - journals/corr/abs-2404-09977
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Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M. Patel:
MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models. CoRR abs/2404.09977 (2024)
[i201]
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  - journals/corr/abs-2404-11737
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Deepti Hegde, Suhas Lohit, Kuan-Chuan Peng, Michael J. Jones, Vishal M. Patel:
Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection. CoRR abs/2404.11737 (2024)
[i200]
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  - journals/corr/abs-2404-11764
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Deepti Hegde, Suhas Lohit, Kuan-Chuan Peng, Michael J. Jones, Vishal M. Patel:
Multimodal 3D Object Detection on Unseen Domains. CoRR abs/2404.11764 (2024)
[i199]
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  - journals/corr/abs-2404-12368
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Sina Sharifi, Taha Entesari, Bardia Safaei, Vishal M. Patel, Mahyar Fazlyab:
Gradient-Regularized Out-of-Distribution Detection. CoRR abs/2404.12368 (2024)
[i198]
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  - journals/corr/abs-2404-14406
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Kartik Narayan, Vishal M. Patel:
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing. CoRR abs/2404.14406 (2024)
[i197]
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  - journals/corr/abs-2405-10913
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Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
Blackbox Adaptation for Medical Image Segmentation. CoRR abs/2405.10913 (2024)
[i196]
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Shao-Yuan Lo, Vishal M. Patel:
Adaptive Batch Normalization Networks for Adversarial Robustness. CoRR abs/2405.11708 (2024)
[i195]
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  - journals/corr/abs-2406-02549
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Nithin Gopalakrishnan Nair, Vishal M. Patel:
Dreamguider: Improved Training free Diffusion-based Conditional Generation. CoRR abs/2406.02549 (2024)
[i194]
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Jiacong Xu, Yiqun Mei, Vishal M. Patel:
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections. CoRR abs/2406.10373 (2024)
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Ke Zhang, Vishal M. Patel:
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation. CoRR abs/2406.13237 (2024)
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Ruihuang Li, Liyi Chen, Zhengqiang Zhang, Varun Jampani, Vishal M. Patel, Lei Zhang:
SyncNoise: Geometrically Consistent Noise Prediction for Text-based 3D Scene Editing. CoRR abs/2406.17396 (2024)
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Yu Zeng, Vishal M. Patel, Haochen Wang, Xun Huang, Ting-Chun Wang, Ming-Yu Liu, Yogesh Balaji:
JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation. CoRR abs/2407.06187 (2024)
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Jay N. Paranjape, Celso de Melo, Vishal M. Patel:
A Mamba-based Siamese Network for Remote Sensing Change Detection. CoRR abs/2407.06839 (2024)
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Yiqun Mei, Jiacong Xu, Vishal M. Patel:
Reference-based Controllable Scene Stylization with Gaussian Splatting. CoRR abs/2407.07220 (2024)
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Ruihuang Li, Zhengqiang Zhang, Chenhang He, Zhiyuan Ma, Vishal M. Patel, Lei Zhang:
Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding. CoRR abs/2407.09781 (2024)
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Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation. CoRR abs/2408.06447 (2024)
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Sudarshan Rajagopalan, Vishal M. Patel:
AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning. CoRR abs/2409.00263 (2024)
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Yilmaz Korkmaz, Vishal M. Patel:
I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP. CoRR abs/2409.12399 (2024)
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Yilmaz Korkmaz, Vishal M. Patel:
MambaRecon: MRI Reconstruction with Structured State Space Models. CoRR abs/2409.12401 (2024)
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Bardia Safaei, Vishal M. Patel:
Active Learning for Vision-Language Models. CoRR abs/2410.22187 (2024)
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Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
Federated Black-Box Adaptation for Semantic Segmentation. CoRR abs/2410.24181 (2024)
2023
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Manuel J. Marín-Jiménez, Shiqi Yu, Yasushi Makihara, Vishal M. Patel, Maneet Singh, Maria De Marsico:
Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era. IEEE J. Sel. Top. Signal Process. 17(3): 539-544 (2023)
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Kangfu Mei, Vishal M. Patel:
LTT-GAN: Looking Through Turbulence by Inverting GANs. IEEE J. Sel. Top. Signal Process. 17(3): 587-598 (2023)
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Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
SAR Despeckling Using a Denoising Diffusion Probabilistic Model. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
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Xirui Hou, Pengfei Guo, Puyang Wang, Peiying Liu, Doris D. M. Lin, Hongli Fan, Yang Li, Zhiliang Wei, Zixuan Lin, Dengrong Jiang, Jin Jin, Catherine Kelly, Jay J. Pillai, Judy Huang, Marco C. Pinho, Binu P. Thomas, Babu G. Welch, Denise C. Park, Vishal M. Patel, Argye E. Hillis, Hanzhang Lu:
Deep-learning-enabled brain hemodynamic mapping using resting-state fMRI. npj Digit. Medicine 6 (2023)
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Shao-Yuan Lo, Poojan Oza, Vishal M. Patel:
Adversarially Robust One-Class Novelty Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4167-4179 (2023)
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Rachael E. Jack, Vishal M. Patel, Pavan K. Turaga, Mayank Vatsa, Rama Chellappa, Alex Pentland, Richa Singh:
Best Paper Section IEEE International Conference on Automatic Face and Gesture Recognition 2021. IEEE Trans. Biom. Behav. Identity Sci. 5(3): 305-307 (2023)
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Kangfu Mei, Vishal M. Patel:
VIDM: Video Implicit Diffusion Models. AAAI 2023: 9117-9125
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  - conf/camsap/Nair023
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Nithin Gopalakrishnan Nair, Vishal M. Patel:
Uncertainty Aware Kernel Estimation and Edge Preserving Attention for Blind Image Deblurring. CAMSAP 2023: 366-370
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Yiqun Mei, He Zhang, Xuaner Zhang, Jianming Zhang, Zhixin Shu, Yilin Wang, Zijun Wei, Shi Yan, Hyunjoon Jung, Vishal M. Patel:
LightPainter: Interactive Portrait Relighting with Freehand Scribble. CVPR 2023: 195-205
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Vibashan VS, Poojan Oza, Vishal M. Patel:
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection. CVPR 2023: 3520-3530
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Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
Unite and Conquer: Plug & Play Multi-Modal Synthesis Using Diffusion Models. CVPR 2023: 6070-6079
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Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati, Alejandro Galindo, Vishal M. Patel:
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation. CVPR 2023: 10534-10543
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Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel:
Ambiguous Medical Image Segmentation Using Diffusion Models. CVPR 2023: 11536-11546
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Wele Gedara Chaminda Bandara, Naman Patel, Ali Gholami, Mehdi Nikkhah, Motilal Agrawal, Vishal M. Patel:
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders. CVPR 2023: 14507-14517
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Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John P. Collomosse, Jason Kuen, Vishal M. Patel:
SceneComposer: Any-Level Semantic Image Synthesis. CVPR 2023: 22468-22478
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Vibashan VS, Ning Yu, Chen Xing, Can Qin, Mingfei Gao, Juan Carlos Niebles, Vishal M. Patel, Ran Xu:
Mask-Free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations. CVPR 2023: 23539-23549
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Nithin Gopalakrishnan Nair, Vishal M. Patel:
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models. FG 2023: 1-7
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Bardia Safaei, Vibashan VS, Celso M. de Melo, Shuowen Hu, Vishal M. Patel:
Open-Set Automatic Target Recognition. ICASSP 2023: 1-5
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Malsha V. Perera, Vishal M. Patel:
Analyzing Bias in Diffusion-based Face Generation Models. IJCB 2023: 1-10
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Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks:
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis. ICCV 2023: 20793-20803
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Deepti Hegde, Jeya Maria Jose Valanarasu, Vishal M. Patel:
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition. ICCV (Workshops) 2023: 2020-2030
[c186]
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Jeya Maria Jose Valanarasu, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Jose Echevarria, Yinglan Ma, Zijun Wei, Kalyan Sunkavalli, Vishal Patel:
Interactive Portrait Harmonization. ICLR 2023
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Deepti Hegde, Velat Kilic, Vishwanath Sindagi, A. Brinton Cooper III, Mark A. Foster, Vishal M. Patel:
Source-free Unsupervised Domain Adaptation for 3D Object Detection in Adverse Weather. ICRA 2023: 6973-6980
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Nisarg A. Shah, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
sfGLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos. MICCAI (9) 2023: 386-396
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Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel:
Self-supervised MRI Reconstruction with Unrolled Diffusion Models. MICCAI (10) 2023: 491-501
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Jay N. Paranjape, Shameema Sikder, Vishal M. Patel, S. Swaroop Vedula:
Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos. MICCAI (1) 2023: 739-748
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Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel:
On-the-Fly Test-time Adaptation for Medical Image Segmentation. MIDL 2023: 586-598
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Pengfei Guo, Vishal M. Patel:
Reference-based MRI Reconstruction Using Texture Transformer. MIDL 2023: 599-616
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Vibashan VS, Poojan Oza, Vishal M. Patel:
Towards Online Domain Adaptive Object Detection. WACV 2023: 478-488
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Jeya Maria Jose Valanarasu, Vishal M. Patel:
Fine-Context Shadow Detection using Shadow Removal. WACV 2023: 1705-1714
[i181]
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  - journals/corr/abs-2303-08557
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Huali Xu, Shuaifeng Zhi, Shuzhou Sun, Vishal M. Patel, Li Liu:
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey. CoRR abs/2303.08557 (2023)
[i180]
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  - journals/corr/abs-2303-09536
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
Deep Metric Learning for Unsupervised Remote Sensing Change Detection. CoRR abs/2303.09536 (2023)
[i179]
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  - journals/corr/abs-2303-11313
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Deepti Hegde, Jeya Maria Jose Valanarasu, Vishal M. Patel:
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition. CoRR abs/2303.11313 (2023)
[i178]
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  - journals/corr/abs-2303-12790
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Yasiru Ranasinghe, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models. CoRR abs/2303.12790 (2023)
[i177]
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  - journals/corr/abs-2303-12950
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Yiqun Mei, He Zhang, Xuaner Zhang, Jianming Zhang, Zhixin Shu, Yilin Wang, Zijun Wei, Shi Yan, Hyunjoon Jung, Vishal M. Patel:
LightPainter: Interactive Portrait Relighting with Freehand Scribble. CoRR abs/2303.12950 (2023)
[i176]
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  - journals/corr/abs-2303-13504
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Jeya Maria Jose Valanarasu, Rahul Garg, Andeep Toor, Xin Tong, Weijuan Xi, Andreas Lugmayr, Vishal M. Patel, Anne Menini:
ReBotNet: Fast Real-time Video Enhancement. CoRR abs/2303.13504 (2023)
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  - journals/corr/abs-2303-14361
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Shao-Yuan Lo, Poojan Oza, Sumanth Chennupati, Alejandro Galindo, Vishal M. Patel:
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation. CoRR abs/2303.14361 (2023)
[i174]
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  - journals/corr/abs-2303-16891
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Vibashan VS, Ning Yu, Chen Xing, Can Qin, Mingfei Gao, Juan Carlos Niebles, Vishal M. Patel, Ran Xu:
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations. CoRR abs/2303.16891 (2023)
[i173]
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Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel:
Ambiguous Medical Image Segmentation using Diffusion Models. CoRR abs/2304.04745 (2023)
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Malsha V. Perera, Vishal M. Patel:
Analyzing Bias in Diffusion-based Face Generation Models. CoRR abs/2305.06402 (2023)
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Kangfu Mei, Mo Zhou, Vishal M. Patel:
T1: Scaling Diffusion Probabilistic Fields to High-Resolution on Unified Visual Modalities. CoRR abs/2305.14674 (2023)
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Yu Zeng, Mo Zhou, Yuan Xue, Vishal M. Patel:
Securing Deep Generative Models with Universal Adversarial Signature. CoRR abs/2305.16310 (2023)
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Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel:
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models. CoRR abs/2306.16654 (2023)
[i168]
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Nisarg A. Shah, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos. CoRR abs/2307.11081 (2023)
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Jeya Maria Jose Valanarasu, Yucheng Tang, Dong Yang, Ziyue Xu, Can Zhao, Wenqi Li, Vishal M. Patel, Bennett A. Landman, Daguang Xu, Yufan He, Vishwesh Nath:
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training. CoRR abs/2307.16896 (2023)
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Jay N. Paranjape, Nithin Gopalakrishnan Nair, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation. CoRR abs/2308.03726 (2023)
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Jay N. Paranjape, Shameema Sikder, Vishal M. Patel, S. Swaroop Vedula:
Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos. CoRR abs/2308.04035 (2023)
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Pengfei Guo, Warren Richard Morningstar, Raviteja Vemulapalli, Karan Singhal, Vishal M. Patel, Philip Andrew Mansfield:
Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout. CoRR abs/2309.05213 (2023)
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Nithin Gopalakrishnan Nair, Anoop Cherian, Suhas Lohit, Ye Wang, Toshiaki Koike-Akino, Vishal M. Patel, Tim K. Marks:
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis. CoRR abs/2310.00224 (2023)
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Kangfu Mei, Mauricio Delbracio, Hossein Talebi, Zhengzhong Tu, Vishal M. Patel, Peyman Milanfar:
Conditional Diffusion Distillation. CoRR abs/2310.01407 (2023)
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Wele Gedara Chaminda Bandara, Celso M. de Melo, Vishal M. Patel:
Guarding Barlow Twins Against Overfitting with Mixed Samples. CoRR abs/2312.02151 (2023)
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Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M. Patel:
Latent Feature-Guided Diffusion Models for Shadow Removal. CoRR abs/2312.02156 (2023)
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Bardia Safaei, Vibashan VS, Celso M. de Melo, Vishal M. Patel:
Entropic Open-set Active Learning. CoRR abs/2312.14126 (2023)
2022
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning. Int. J. Comput. Vis. 130(4): 1070-1087 (2022)
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Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel:
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2594-2609 (2022)
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Rajeev Yasarla, Vishal M. Patel:
CNN-Based Restoration of a Single Face Image Degraded by Atmospheric Turbulence. IEEE Trans. Biom. Behav. Identity Sci. 4(2): 222-233 (2022)
[j78]
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Zhangyang Wang, Vishal Patel, Bing Yao, Steve B. Jiang, Huimin Lu, Yang Shen:
Guest Editorial Special Section on Learning With Multimodal Data for Biomedical Informatics. IEEE Trans. Circuits Syst. Video Technol. 32(5): 2508-2511 (2022)
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Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
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Shao-Yuan Lo, Vishal M. Patel:
Defending Against Multiple and Unforeseen Adversarial Videos. IEEE Trans. Image Process. 31: 962-973 (2022)
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Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel:
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation. IEEE Trans. Medical Imaging 41(4): 965-976 (2022)
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Shao-Yuan Lo, Vishal M. Patel:
Exploring Adversarially Robust Training for Unsupervised Domain Adaptation. ACCV (6) 2022: 561-577
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening. CVPR 2022: 1757-1767
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Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel:
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions. CVPR 2022: 2343-2353
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Yu Zeng, Zhe Lin, Vishal M. Patel:
SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches. CVPR 2022: 5941-5951
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Mo Zhou, Vishal M. Patel:
Enhancing Adversarial Robustness for Deep Metric Learning. CVPR 2022: 15304-15313
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Yiqun Mei, Pengfei Guo, Vishal M. Patel:
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination. CVPR 2022: 18655-18665
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Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel:
Completely Self-supervised Crowd Counting via Distribution Matching. ECCV (31) 2022: 186-204
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Kangfu Mei, Vishal M. Patel, Rui Huang:
Deep Semantic Statistics Matching (D2SM) Denoising Network. ECCV (7) 2022: 384-400
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Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth:
Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. ECCV (21) 2022: 437-455
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Rajeev Yasarla, Carey E. Priebe, Vishal M. Patel:
ART-SS: An Adaptive Rejection Technique for Semi-supervised Restoration for Adverse Weather-Affected Images. ECCV (18) 2022: 699-718
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Kangfu Mei, Yiqun Mei, Vishal M. Patel:
Thermal to Visible Image Synthesis Under Atmospheric Turbulence. ICIP 2022: 2051-2055
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Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel:
A Comparison of Different Atmospheric Turbulence Simulation Methods for Image Restoration. ICIP 2022: 3386-3390
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Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel:
NBD-GAP: Non-Blind Image Deblurring without Clean Target Images. ICIP 2022: 3431-3435
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Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel:
Image Fusion Transformer. ICIP 2022: 3566-3570
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Vibashan VS, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel:
Mixture of Teacher Experts for Source-Free Domain Adaptive Object Detection. ICIP 2022: 3606-3610
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Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel:
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN. ICPR 2022: 1967-1974
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Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving. ICRA 2022: 343-350
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
A Transformer-Based Siamese Network for Change Detection. IGARSS 2022: 207-210
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Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
SAR Despeckling Using Overcomplete Convolutional Networks. IGARSS 2022: 401-404
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Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Transformer-Based SAR Image Despeckling. IGARSS 2022: 751-754
[c157]
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Shao-Yuan Lo, Wei Wang, Jim Thomas, Jingjing Zheng, Vishal M. Patel, Cheng-Hao Kuo:
Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation. IROS 2022: 8376-8382
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Jeya Maria Jose Valanarasu, Vishal M. Patel:
UNeXt: MLP-Based Rapid Medical Image Segmentation Network. MICCAI (5) 2022: 23-33
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Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel:
Simultaneous Bone and Shadow Segmentation Network Using Task Correspondence Consistency. MICCAI (4) 2022: 330-339
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Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel:
Orientation-Guided Graph Convolutional Network for Bone Surface Segmentation. MICCAI (5) 2022: 412-421
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Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa:
Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling. MICCAI (6) 2022: 623-633
[c152]
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Yiqun Mei, Pengfei Guo, Mo Zhou, Vishal Patel:
Resource-Adaptive Federated Learning with All-In-One Neural Composition. NeurIPS 2022
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Shraman Pramanick, Aniket Roy, Vishal M. Patel:
Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection. WACV 2022: 546-556
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Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel:
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning. WACV 2022: 3697-3706
[i158]
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
A Transformer-Based Siamese Network for Change Detection. CoRR abs/2201.01293 (2022)
[i157]
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Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Transformer-based SAR Image Despeckling. CoRR abs/2201.09355 (2022)
[i156]
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Pengfei Guo, Yiqun Mei, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer. CoRR abs/2201.09376 (2022)
[i155]
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning. CoRR abs/2202.05953 (2022)
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Shao-Yuan Lo, Vishal M. Patel:
Exploring Adversarially Robust Training for Unsupervised Domain Adaptation. CoRR abs/2202.09300 (2022)
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Mo Zhou, Vishal M. Patel:
Enhancing Adversarial Robustness for Deep Metric Learning. CoRR abs/2203.01439 (2022)
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening. CoRR abs/2203.02503 (2022)
[i151]
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Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal Patel, Rama Chellappa:
Towards performant and reliable undersampled MR reconstruction via diffusion model sampling. CoRR abs/2203.04292 (2022)
[i150]
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Rajeev Yasarla, Renliang Weng, Wongun Choi, Vishal Patel, Amir Sadeghian:
3SD: Self-Supervised Saliency Detection With No Labels. CoRR abs/2203.04478 (2022)
[i149]
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Jeya Maria Jose Valanarasu, Vishal M. Patel:
UNeXt: MLP-based Rapid Medical Image Segmentation Network. CoRR abs/2203.04967 (2022)
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Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel:
On-the-Fly Test-time Adaptation for Medical Image Segmentation. CoRR abs/2203.05574 (2022)
[i147]
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  - journals/corr/abs-2203-06338
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Pengfei Guo, Dong Yang, Ali Hatamizadeh, An Xu, Ziyue Xu, Wenqi Li, Can Zhao, Daguang Xu, Stephanie A. Harmon, Evrim Turkbey, Baris Turkbey, Bradford J. Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Vishal M. Patel, Holger R. Roth:
Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation. CoRR abs/2203.06338 (2022)
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Jeya Maria Jose Valanarasu, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Jose Echevarria, Yinglan Ma, Zijun Wei, Kalyan Sunkavalli, Vishal M. Patel:
Interactive Portrait Harmonization. CoRR abs/2203.08216 (2022)
[i145]
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Rajeev Yasarla, Carey E. Priebe, Vishal Patel:
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images. CoRR abs/2203.09275 (2022)
[i144]
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  - journals/corr/abs-2203-15618
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Ester González-Sosa, Julian Fiérrez, Rubén Vera-Rodríguez, Fernando Alonso-Fernandez, Vishal M. Patel:
Exploring Body Texture from mmW Images for Person Recognition. CoRR abs/2203.15618 (2022)
[i143]
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Vibashan VS, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Target and Task specific Source-Free Domain Adaptive Image Segmentation. CoRR abs/2203.15792 (2022)
[i142]
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Vibashan VS, Poojan Oza, Vishal M. Patel:
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection. CoRR abs/2203.15793 (2022)
[i141]
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Yiqun Mei, Pengfei Guo, Vishal M. Patel:
Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination. CoRR abs/2203.16669 (2022)
[i140]
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Kangfu Mei, Yiqun Mei, Vishal M. Patel:
Thermal to Visible Image Synthesis under Atmospheric Turbulence. CoRR abs/2204.03057 (2022)
[i139]
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Vibashan VS, Poojan Oza, Vishal M. Patel:
Towards Online Domain Adaptive Object Detection. CoRR abs/2204.05289 (2022)
[i138]
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Yu Zeng, Zhe Lin, Vishal M. Patel:
Shape-guided Object Inpainting. CoRR abs/2204.07845 (2022)
[i137]
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Wele Gedara Chaminda Bandara, Vishal M. Patel:
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images. CoRR abs/2204.08454 (2022)
[i136]
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Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel:
A comparison of different atmospheric turbulence simulation methods for image restoration. CoRR abs/2204.08974 (2022)
[i135]
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  - journals/corr/abs-2204-10970
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Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel:
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN. CoRR abs/2204.10970 (2022)
[i134]
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  - journals/corr/abs-2204-11669
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Xirui Hou, Pengfei Guo, Puyang Wang, Peiying Liu, Doris D. M. Lin, Hongli Fan, Yang Li, Zhiliang Wei, Zixuan Lin, Dengrong Jiang, Jin Jin, Catherine Kelly, Jay J. Pillai, Judy Huang, Marco C. Pinho, Binu P. Thomas, Babu G. Welch, Denise C. Park, Vishal M. Patel, Argye E. Hillis, Hanzhang Lu:
Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI. CoRR abs/2204.11669 (2022)
[i133]
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  - journals/corr/abs-2205-09586
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Mo Zhou, Vishal M. Patel:
On Trace of PGD-Like Adversarial Attacks. CoRR abs/2205.09586 (2022)
[i132]
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  - journals/corr/abs-2205-15906
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Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
SAR Despeckling Using Overcomplete Convolutional Networks. CoRR abs/2205.15906 (2022)
[i131]
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  - journals/corr/abs-2206-04514
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Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
SAR Despeckling using a Denoising Diffusion Probabilistic Model. CoRR abs/2206.04514 (2022)
[i130]
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  - journals/corr/abs-2206-05039
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Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models. CoRR abs/2206.05039 (2022)
[i129]
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  - journals/corr/abs-2206-08481
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Aimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel:
Orientation-guided Graph Convolutional Network for Bone Surface Segmentation. CoRR abs/2206.08481 (2022)
[i128]
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  - journals/corr/abs-2206-08936
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Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel:
Simultaneous Bone and Shadow Segmentation Network using Task Correspondence Consistency. CoRR abs/2206.08936 (2022)
[i127]
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  - journals/corr/abs-2206-11892
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Wele Gedara Chaminda Bandara, Nithin Gopalakrishnan Nair, Vishal M. Patel:
DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models. CoRR abs/2206.11892 (2022)
[i126]
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  - journals/corr/abs-2207-03447
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Rajeev Yasarla, Vishal M. Patel:
Learning to restore images degraded by atmospheric turbulence using uncertainty. CoRR abs/2207.03447 (2022)
[i125]
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Kangfu Mei, Vishal M. Patel, Rui Huang:
Deep Semantic Statistics Matching (D2SM) Denoising Network. CoRR abs/2207.09302 (2022)
[i124]
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  - journals/corr/abs-2208-00160
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Shao-Yuan Lo, Wei Wang, Jim Thomas, Jingjing Zheng, Vishal M. Patel, Cheng-Hao Kuo:
Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation. CoRR abs/2208.00160 (2022)
[i123]
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  - journals/corr/abs-2208-11284
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Nithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel:
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models. CoRR abs/2208.11284 (2022)
[i122]
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  - journals/corr/abs-2209-08814
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Nithin Gopalakrishnan Nair, Vishal M. Patel:
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models. CoRR abs/2209.08814 (2022)
[i121]
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  - journals/corr/abs-2209-09498
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Nithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel:
NBD-GAP: Non-Blind Image Deblurring Without Clean Target Images. CoRR abs/2209.09498 (2022)
[i120]
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  - journals/corr/abs-2211-05883
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Bardia Safaei, Vibashan VS, Celso M. de Melo, Shuowen Hu, Vishal M. Patel:
Open-Set Automatic Target Recognition. CoRR abs/2211.05883 (2022)
[i119]
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  - journals/corr/abs-2211-09120
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Wele Gedara Chaminda Bandara, Naman Patel, Ali Gholami, Mehdi Nikkhah, Motilal Agrawal, Vishal M. Patel:
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders. CoRR abs/2211.09120 (2022)
[i118]
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  - journals/corr/abs-2211-11742
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Yu Zeng, Zhe Lin, Jianming Zhang, Qing Liu, John P. Collomosse, Jason Kuen, Vishal M. Patel:
SceneComposer: Any-Level Semantic Image Synthesis. CoRR abs/2211.11742 (2022)
[i117]
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  - journals/corr/abs-2212-00235
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Kangfu Mei, Vishal M. Patel:
VIDM: Video Implicit Diffusion Models. CoRR abs/2212.00235 (2022)
[i116]
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  - journals/corr/abs-2212-00793
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Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel:
Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models. CoRR abs/2212.00793 (2022)
[i115]
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  - journals/corr/abs-2212-07352
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Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel:
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors. CoRR abs/2212.07352 (2022)
2021
[j74]
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Dengxin Dai, Robby T. Tan, Vishal Patel, Jiri Matas, Bernt Schiele, Luc Van Gool:
Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions". Int. J. Comput. Vis. 129(7): 2031-2033 (2021)
[j73]
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Rajeev Yasarla, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Exploring Overcomplete Representations for Single Image Deraining Using CNNs. IEEE J. Sel. Top. Signal Process. 15(2): 229-239 (2021)
[j72]
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Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel:
Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis. IEEE Trans. Biom. Behav. Identity Sci. 3(2): 266-280 (2021)
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Xing Di, Vishal M. Patel:
Multimodal Face Synthesis From Visual Attributes. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 427-439 (2021)
[j70]
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Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel:
Semi-Supervised Image Deraining Using Gaussian Processes. IEEE Trans. Image Process. 30: 6570-6582 (2021)
[j69]
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Pengfei Guo, Puyang Wang, Rajeev Yasarla, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang:
Anatomic and Molecular MR Image Synthesis Using Confidence Guided CNNs. IEEE Trans. Medical Imaging 40(10): 2832-2844 (2021)
[c149]
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Shao-Yuan Lo, Vishal M. Patel:
MultAV: Multiplicative Adversarial Videos. AVSS 2021: 1-6
[c148]
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Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning. CVPR 2021: 2423-2432
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Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel:
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection. CVPR 2021: 4516-4526
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Hui Che, Jared Radbel, Jag Sunderram, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu:
Multi-feature Multi-Scale CNN-Derived COVID-19 Classification from Lung Ultrasound Data. EMBC 2021: 2618-2621
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Xing Di, Shuowen Hu, Vishal M. Patel:
Heterogeneous Face Frontalization via Domain Agnostic Learning. FG 2021: 1-8
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Neehar Peri, Joshua Gleason, Carlos Domingo Castillo, Thirimachos Bourlai, Vishal M. Patel, Rama Chellappa:
A Synthesis-Based Approach for Thermal-to-Visible Face Verification. FG 2021: 1-8
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Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel:
Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation. FG 2021: 1-8
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  - conf/icb/ImmidisettiHP21
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Rakhil Immidisetti, Shuowen Hu, Vishal M. Patel:
Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN. IJCB 2021: 1-8
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Poojan Oza, Vishal M. Patel:
Federated Learning-based Active Authentication on Mobile Devices. IJCB 2021: 1-8
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  - conf/iccv/Zeng0LP21
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Yu Zeng, Zhe Lin, Huchuan Lu, Vishal M. Patel:
CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction. ICCV 2021: 14144-14153
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Nithin Gopalakrishnan Nair, Vishal M. Patel:
Confidence Guided Network For Atmospheric Turbulence Mitigation. ICIP 2021: 1359-1363
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Rajeev Yasarla, Vishal M. Patel:
Learning to Restore Images Degraded by Atmospheric Turbulence Using Uncertainty. ICIP 2021: 1694-1698
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Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Overcomplete Representations Against Adversarial Videos. ICIP 2021: 1939-1943
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Shao-Yuan Lo, Vishal M. Patel:
Error Diffusion Halftoning Against Adversarial Examples. ICIP 2021: 3892-3896
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  - conf/icmcs/PereraP21
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Pramuditha Perera, Vishal M. Patel:
Geometric Transformation-Based Network Ensemble for Open-Set Recognition. ICME 2021: 1-6
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Pengfei Guo, Jeya Maria Jose Valanarasu, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
Over-and-Under Complete Convolutional RNN for MRI Reconstruction. MICCAI (6) 2021: 13-23
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Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll:
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. MLMIR@MICCAI 2021: 25-34
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Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel:
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation. MICCAI (1) 2021: 36-46
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Hui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu:
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease. ASMUS@MICCAI 2021: 179-188
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He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel:
Deep Image Compositing. WACV 2021: 365-374
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Jeya Maria Jose Valanarasu, Vishal M. Patel:
Overcomplete Deep Subspace Clustering Networks. WACV 2021: 746-755
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  - conf/wacv/PosterTNRDFPSRN21
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Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu:
A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset. WACV 2021: 1558-1567
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Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu:
A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset. CoRR abs/2101.02637 (2021)
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Pramuditha Perera, Poojan Oza, Vishal M. Patel:
One-Class Classification: A Survey. CoRR abs/2101.03064 (2021)
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Shao-Yuan Lo, Vishal M. Patel:
Error Diffusion Halftoning Against Adversarial Examples. CoRR abs/2101.09451 (2021)
[i111]
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Pramuditha Perera, Vishal M. Patel:
A Joint Representation Learning and Feature Modeling Approach for One-class Recognition. CoRR abs/2101.09782 (2021)
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  - journals/corr/abs-2102-10662
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Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel:
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation. CoRR abs/2102.10662 (2021)
[i109]
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  - journals/corr/abs-2103-02148
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Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning. CoRR abs/2103.02148 (2021)
[i108]
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Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel:
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection. CoRR abs/2103.04224 (2021)
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Xing Di, Vishal M. Patel:
Multimodal Face Synthesis from Visual Attributes. CoRR abs/2104.04362 (2021)
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Rakhil Immidisetti, Shuowen Hu, Vishal M. Patel:
Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN. CoRR abs/2104.06534 (2021)
[i105]
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Federated Generalized Face Presentation Attack Detection. CoRR abs/2104.06595 (2021)
[i104]
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Poojan Oza, Vishal M. Patel:
Federated Learning-based Active Authentication on Mobile Devices. CoRR abs/2104.07158 (2021)
[i103]
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  - journals/corr/abs-2105-06528
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Rajeev Yasarla, Hamid Reza Vaezi Joze, Vishal M. Patel:
Network Architecture Search for Face Enhancement. CoRR abs/2105.06528 (2021)
[i102]
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  - journals/corr/abs-2105-13502
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Poojan Oza, Vishwanath A. Sindagi, Vibashan VS, Vishal M. Patel:
Unsupervised Domain Adaption of Object Detectors: A Survey. CoRR abs/2105.13502 (2021)
[i101]
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  - journals/corr/abs-2106-08886
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Pengfei Guo, Jeya Maria Jose Valanarasu, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
Over-and-Under Complete Convolutional RNN for MRI Reconstruction. CoRR abs/2106.08886 (2021)
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Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction. CoRR abs/2107.02630 (2021)
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Velat Kilic, Deepti Hegde, Vishwanath Sindagi, A. Brinton Cooper, Mark A. Foster, Vishal M. Patel:
Lidar Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object Detection. CoRR abs/2107.07004 (2021)
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Xing Di, Shuowen Hu, Vishal M. Patel:
Heterogeneous Face Frontalization via Domain Agnostic Learning. CoRR abs/2107.08311 (2021)
[i97]
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Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel:
Image Fusion Transformer. CoRR abs/2107.09011 (2021)
[i96]
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  - journals/corr/abs-2107-12775
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Hui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu:
Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease. CoRR abs/2107.12775 (2021)
[i95]
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  - journals/corr/abs-2108-09558
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Neehar Peri, Joshua Gleason, Carlos Domingo Castillo, Thirimachos Bourlai, Vishal M. Patel, Rama Chellappa:
A Synthesis-Based Approach for Thermal-to-Visible Face Verification. CoRR abs/2108.09558 (2021)
[i94]
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  - journals/corr/abs-2108-11168
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Shao-Yuan Lo, Poojan Oza, Vishal M. Patel:
Adversarially Robust One-class Novelty Detection. CoRR abs/2108.11168 (2021)
[i93]
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  - journals/corr/abs-2109-07701
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Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving. CoRR abs/2109.07701 (2021)
[i92]
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  - journals/corr/abs-2109-09609
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Jeya Maria Jose Valanarasu, Christina Chen, Vishal M. Patel:
R2D: Learning Shadow Removal to Enhance Fine-Context Shadow Detection. CoRR abs/2109.09609 (2021)
[i91]
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  - journals/corr/abs-2109-14651
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Deepti Hegde, Vishwanath Sindagi, Velat Kilic, A. Brinton Cooper, Mark A. Foster, Vishal M. Patel:
Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection. CoRR abs/2109.14651 (2021)
[i90]
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  - journals/corr/abs-2110-03143
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Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel:
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning. CoRR abs/2110.03143 (2021)
[i89]
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  - journals/corr/abs-2110-10949
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Shraman Pramanick, Aniket Roy, Vishal M. Patel:
Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection. CoRR abs/2110.10949 (2021)
[i88]
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  - journals/corr/abs-2110-12613
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Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel:
Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation. CoRR abs/2110.12613 (2021)
[i87]
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  - journals/corr/abs-2111-09492
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Pengfei Guo, Vishal M. Patel:
Reference-based Magnetic Resonance Image Reconstruction Using Texture Transforme. CoRR abs/2111.09492 (2021)
[i86]
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Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel:
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions. CoRR abs/2111.14813 (2021)
[i85]
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Yu Zeng, Zhe Lin, Vishal M. Patel:
SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches. CoRR abs/2111.15078 (2021)
[i84]
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Deepti Hegde, Vishal M. Patel:
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection. CoRR abs/2111.15656 (2021)
[i83]
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Kangfu Mei, Vishal M. Patel:
LTT-GAN: Looking Through Turbulence by Inverting GANs. CoRR abs/2112.02379 (2021)
2020
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Thomas M. Strat, Rama Chellappa, Vishal M. Patel:
Vision and Robotics. AI Mag. 41(2): 49-65 (2020)
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Puyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu:
Robust real-time bone surfaces segmentation from ultrasound using a local phase tensor-guided CNN. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1127-1135 (2020)
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Ahmed Z. Alsinan, Vishal M. Patel, Ilker Hacihaliloglu:
Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN. Int. J. Comput. Assist. Radiol. Surg. 15(9): 1477-1485 (2020)
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Jeya Maria Jose Valanarasu, Rajeev Yasarla, Puyang Wang, Ilker Hacihaliloglu, Vishal M. Patel:
Learning to Segment Brain Anatomy From 2D Ultrasound With Less Data. IEEE J. Sel. Top. Signal Process. 14(6): 1221-1234 (2020)
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Xing Di, Vishal M. Patel:
Facial Synthesis From Visual Attributes via Sketch Using Multiscale Generators. IEEE Trans. Biom. Behav. Identity Sci. 2(1): 55-67 (2020)
[j63]
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He Zhang, Vishwanath Sindagi, Vishal M. Patel:
Joint Transmission Map Estimation and Dehazing Using Deep Networks. IEEE Trans. Circuits Syst. Video Technol. 30(7): 1975-1986 (2020)
[j62]
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He Zhang, Vishwanath Sindagi, Vishal M. Patel:
Image De-Raining Using a Conditional Generative Adversarial Network. IEEE Trans. Circuits Syst. Video Technol. 30(11): 3943-3956 (2020)
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Vishwanath A. Sindagi, Vishal M. Patel:
HA-CCN: Hierarchical Attention-Based Crowd Counting Network. IEEE Trans. Image Process. 29: 323-335 (2020)
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Rajeev Yasarla, Vishal M. Patel:
Confidence Measure Guided Single Image De-Raining. IEEE Trans. Image Process. 29: 4544-4555 (2020)
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Rajeev Yasarla, Federico Perazzi, Vishal M. Patel:
Deblurring Face Images Using Uncertainty Guided Multi-Stream Semantic Networks. IEEE Trans. Image Process. 29: 6251-6263 (2020)
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Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel:
Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes. CVPR 2020: 2723-2733
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Pramuditha Perera, Vlad I. Morariu, Rajiv Jain, Varun Manjunatha, Curtis Wigington, Vicente Ordonez, Vishal M. Patel:
Generative-Discriminative Feature Representations for Open-Set Recognition. CVPR 2020: 11811-11820
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Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel:
Learning to Count in the Crowd from Limited Labeled Data. ECCV (11) 2020: 212-229
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Poojan Oza, Vishal M. Patel:
Utilizing Patch-Level Category Activation Patterns for Multiple Class Novelty Detection. ECCV (10) 2020: 421-437
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Poojan Oza, Hien Van Nguyen, Vishal M. Patel:
Multiple Class Novelty Detection Under Data Distribution Shift. ECCV (7) 2020: 432-449
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  - conf/eccv/ShaoPYP20
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Open-Set Adversarial Defense. ECCV (17) 2020: 682-698
[c121]
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Vishwanath A. Sindagi, Poojan Oza, Rajeev Yasarla, Vishal M. Patel:
Prior-Based Domain Adaptive Object Detection for Hazy and Rainy Conditions. ECCV (14) 2020: 763-780
[c120]
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  - conf/icb/BawejaOPP20
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Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel:
Anomaly Detection-Based Unknown Face Presentation Attack Detection. IJCB 2020: 1-9
[c119]
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  - conf/icip/AbavisaniP20
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Mahdi Abavisani, Vishal M. Patel:
Deep Multimodal Sparse Representation-Based Classification. ICIP 2020: 773-777
[c118]
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Pramuditha Perera, Julian Fiérrez, Vishal M. Patel:
Quickest Intruder Detection For Multiple User Active Authentication. ICIP 2020: 1341-1345
[c117]
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Pramuditha Perera, Vishal M. Patel:
A Joint Representation Learning and Feature Modeling Approach for One-class Recognition. ICPR 2020: 6600-6607
[c116]
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  - conf/miccai/CardosoNHAISCAP20
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Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani:
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 1
[c115]
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Puyang Wang, Pengfei Guo, Jianhua Lu, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel:
Improving Amide Proton Transfer-Weighted MRI Reconstruction Using T2-Weighted Images. MICCAI (2) 2020: 3-12
[c114]
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Pengfei Guo, Puyang Wang, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang:
Lesion Mask-Based Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GAN. MICCAI (2) 2020: 104-113
[c113]
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Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel:
KiU-Net: Towards Accurate Segmentation of Biomedical Images Using Over-Complete Representations. MICCAI (4) 2020: 363-373
[c112]
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Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen:
Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) 2020: 367-377
[c111]
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Ahmed Z. Alsinan, Charles Rule, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu:
GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved Segmentation. MICCAI (6) 2020: 795-804
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Puyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu:
Robust Bone Shadow Segmentation from 2D Ultrasound Through Task Decomposition. MICCAI (6) 2020: 805-814
[c109]
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Mahdi Abavisani, Alireza Naghizadeh, Dimitris N. Metaxas, Vishal M. Patel:
Deep Subspace Clustering with Data Augmentation. NeurIPS 2020
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  - books/sp/20/Ghosh0VRP20
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Soumyadeep Ghosh, Richa Singh, Mayank Vatsa, Nalini K. Ratha, Vishal M. Patel:
Domain Adaptation for Visual Understanding. Domain Adaptation for Visual Understanding 2020: 1-15
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Richa Singh, Mayank Vatsa, Vishal M. Patel, Nalini K. Ratha:
Domain Adaptation for Visual Understanding. Springer 2020, ISBN 978-3-030-30670-0 [contents]
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Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani:
Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. Lecture Notes in Computer Science 12446, Springer 2020, ISBN 978-3-030-61165-1 [contents]
[i82]
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  - journals/corr/abs-2004-03597
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Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel:
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method. CoRR abs/2004.03597 (2020)
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Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel:
Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis. CoRR abs/2004.09502 (2020)
[i80]
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  - journals/corr/abs-2005-14638
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Federated Face Anti-spoofing. CoRR abs/2005.14638 (2020)
[i79]
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V. Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu, Vishal M. Patel:
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations. CoRR abs/2006.04878 (2020)
[i78]
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Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel:
Syn2Real Transfer Learning for Image Deraining using Gaussian Processes. CoRR abs/2006.05580 (2020)
[i77]
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Pramuditha Perera, Julian Fiérrez, Vishal M. Patel:
Quickest Intruder Detection for Multiple User Active Authentication. CoRR abs/2006.11921 (2020)
[i76]
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Pengfei Guo, Puyang Wang, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang:
Lesion Mask-based Simultaneous Synthesis of Anatomic and MolecularMR Images using a GAN. CoRR abs/2006.14761 (2020)
[i75]
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  - journals/corr/abs-2007-03195
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Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel:
Learning to Count in the Crowd from Limited Labeled Data. CoRR abs/2007.03195 (2020)
[i74]
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Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen:
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR abs/2007.05009 (2020)
[i73]
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Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel:
Anomaly Detection-Based Unknown Face Presentation Attack Detection. CoRR abs/2007.05856 (2020)
[i72]
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Rajeev Yasarla, Vishal M. Patel:
Learning to Restore a Single Face Image Degraded by Atmospheric Turbulence using CNNs. CoRR abs/2007.08404 (2020)
[i71]
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  - journals/corr/abs-2008-02859
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Pengfei Guo, Puyang Wang, Rajeev Yasarla, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang:
Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas. CoRR abs/2008.02859 (2020)
[i70]
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  - journals/corr/abs-2009-00814
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Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel:
Open-set Adversarial Defense. CoRR abs/2009.00814 (2020)
[i69]
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  - journals/corr/abs-2009-05244
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Shao-Yuan Lo, Vishal M. Patel:
Defending Against Multiple and Unforeseen Adversarial Videos. CoRR abs/2009.05244 (2020)
[i68]
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  - journals/corr/abs-2009-06420
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Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel:
Completely Self-Supervised Crowd Counting via Distribution Matching. CoRR abs/2009.06420 (2020)
[i67]
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Shao-Yuan Lo, Vishal M. Patel:
MultAV: Multiplicative Adversarial Videos. CoRR abs/2009.08058 (2020)
[i66]
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  - journals/corr/abs-2009-13075
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Rajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel:
Semi-Supervised Image Deraining using Gaussian Processes. CoRR abs/2009.13075 (2020)
[i65]
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  - journals/corr/abs-2010-01663
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Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel:
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation. CoRR abs/2010.01663 (2020)
[i64]
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Rajeev Yasarla, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Exploring Overcomplete Representations for Single Image Deraining using CNNs. CoRR abs/2010.10661 (2020)
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  - journals/corr/abs-2011-02146
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He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel:
Deep Image Compositing. CoRR abs/2011.02146 (2020)
[i62]
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  - journals/corr/abs-2011-08306
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Jeya Maria Jose Valanarasu, Vishal M. Patel:
Overcomplete Deep Subspace Clustering Networks. CoRR abs/2011.08306 (2020)
[i61]
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  - journals/corr/abs-2011-12836
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Yu Zeng, Zhe Lin, Huchuan Lu, Vishal M. Patel:
Image Inpainting with Contextual Reconstruction Loss. CoRR abs/2011.12836 (2020)
[i60]
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  - journals/corr/abs-2012-04262
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Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel:
Overcomplete Representations Against Adversarial Videos. CoRR abs/2012.04262 (2020)

2010 – 2019

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2019
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Ahmed Z. Alsinan, Vishal M. Patel, Ilker Hacihaliloglu:
Automatic segmentation of bone surfaces from ultrasound using a filter-layer-guided CNN. Int. J. Comput. Assist. Radiol. Surg. 14(5): 775-783 (2019)
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He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel:
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks. Int. J. Comput. Vis. 127(6-7): 845-862 (2019)
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Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 41(1): 121-135 (2019)
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Poojan Oza, Vishal M. Patel:
One-Class Convolutional Neural Network. IEEE Signal Process. Lett. 26(2): 277-281 (2019)
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Mahdi Abavisani, Vishal M. Patel:
Deep Sparse Representation-Based Classification. IEEE Signal Process. Lett. 26(6): 948-952 (2019)
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Ester Gonzalez-Sosa, Rubén Vera-Rodríguez, Julian Fiérrez, Fernando Alonso-Fernandez, Vishal M. Patel:
Exploring Body Texture From mmW Images for Person Recognition. IEEE Trans. Biom. Behav. Identity Sci. 1(2): 139-151 (2019)
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Pramuditha Perera, Vishal M. Patel:
Face-Based Multiple User Active Authentication on Mobile Devices. IEEE Trans. Inf. Forensics Secur. 14(5): 1240-1250 (2019)
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Pramuditha Perera, Vishal M. Patel:
Learning Deep Features for One-Class Classification. IEEE Trans. Image Process. 28(11): 5450-5463 (2019)
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem. IEEE Trans. Signal Process. 67(1): 54-69 (2019)
[c108]
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Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun:
Disentangled Variational Representation for Heterogeneous Face Recognition. AAAI 2019: 9005-9012
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Vishwanath A. Sindagi, Vishal M. Patel:
Inverse Attention Guided Deep Crowd Counting Network. AVSS 2019: 1-8
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Jingxiao Zheng, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Hybrid Dictionary Learning and Matching for Video-based Face Verification. BTAS 2019: 1-10
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Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel:
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training. CVPR 2019: 1165-1174
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Poojan Oza, Vishal M. Patel:
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition. CVPR 2019: 2307-2316
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Rajeev Yasarla, Vishal M. Patel:
Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining. CVPR 2019: 8405-8414
[c102]
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Pramuditha Perera, Vishal M. Patel:
Deep Transfer Learning for Multiple Class Novelty Detection. CVPR 2019: 11544-11552
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Poojan Oza, Vishal M. Patel:
Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier. FG 2019: 1-8
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Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel:
Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis. ICB 2019: 1-8
[c99]
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Vishwanath Sindagi, Vishal M. Patel:
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting. ICCV 2019: 1002-1012
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Vishwanath Sindagi, Rajeev Yasarla, Vishal M. Patel:
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method. ICCV 2019: 1221-1231
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Vishwanath Sindagi, Vishal M. Patel:
DAFE-FD: Density Aware Feature Enrichment for Face Detection. WACV 2019: 2185-2195
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Pramuditha Perera, Vishal M. Patel:
Active Authentication on Mobile Devices. Selfie Biometrics 2019: 243-257
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Qian Wang, Fausto Milletari, Hien Van Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve B. Jiang, S. Kevin Zhou, Khoa Luu, Ngan Le:
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data - First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Lecture Notes in Computer Science 11795, Springer 2019, ISBN 978-3-030-33390-4 [contents]
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Xing Di, He Zhang, Vishal M. Patel:
Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis. CoRR abs/1901.00889 (2019)
[i58]
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Vishwanath A. Sindagi, Vishal M. Patel:
DAFE-FD: Density Aware Feature Enrichment for Face Detection. CoRR abs/1901.05375 (2019)
[i57]
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  - journals/corr/abs-1901-08688
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Poojan Oza, Vishal M. Patel:
One-Class Convolutional Neural Network. CoRR abs/1901.08688 (2019)
[i56]
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  - journals/corr/abs-1903-01031
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Poojan Oza, Vishal M. Patel:
Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier. CoRR abs/1903.01031 (2019)
[i55]
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  - journals/corr/abs-1903-02196
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Pramuditha Perera, Vishal M. Patel:
Deep Transfer Learning for Multiple Class Novelty Detection. CoRR abs/1903.02196 (2019)
[i54]
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  - journals/corr/abs-1903-03161
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Poojan Oza, Vishal M. Patel:
Deep CNN-based Multi-task Learning for Open-Set Recognition. CoRR abs/1903.03161 (2019)
[i53]
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  - journals/corr/abs-1904-01198
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Poojan Oza, Vishal M. Patel:
C2AE: Class Conditioned Auto-Encoder for Open-set Recognition. CoRR abs/1904.01198 (2019)
[i52]
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  - journals/corr/abs-1904-07344
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Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel:
Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis. CoRR abs/1904.07344 (2019)
[i51]
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  - journals/corr/abs-1904-11093
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Mahdi Abavisani, Vishal M. Patel:
Deep Sparse Representation-based Classification. CoRR abs/1904.11093 (2019)
[i50]
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  - journals/corr/abs-1906-11129
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Rajeev Yasarla, Vishal M. Patel:
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining. CoRR abs/1906.11129 (2019)
[i49]
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  - journals/corr/abs-1907-01193
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Vishwanath A. Sindagi, Vishal M. Patel:
Inverse Attention Guided Deep Crowd Counting Network. CoRR abs/1907.01193 (2019)
[i48]
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  - journals/corr/abs-1907-10255
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Vishwanath A. Sindagi, Vishal M. Patel:
HA-CCN: Hierarchical Attention-based Crowd Counting Network. CoRR abs/1907.10255 (2019)
[i47]
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  - journals/corr/abs-1907-13106
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Rajeev Yasarla, Federico Perazzi, Vishal M. Patel:
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks. CoRR abs/1907.13106 (2019)
[i46]
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  - journals/corr/abs-1908-10937
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Vishwanath A. Sindagi, Vishal M. Patel:
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting. CoRR abs/1908.10937 (2019)
[i45]
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  - journals/corr/abs-1909-04207
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Rajeev Yasarla, Vishal M. Patel:
Confidence Measure Guided Single Image De-raining. CoRR abs/1909.04207 (2019)
[i44]
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  - journals/corr/abs-1910-12384
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Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel:
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method. CoRR abs/1910.12384 (2019)
[i43]
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  - journals/corr/abs-1912-00070
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Vishwanath A. Sindagi, Poojan Oza, Rajeev Yasarla, Vishal M. Patel:
Prior-based Domain Adaptive Object Detection for Adverse Weather Conditions. CoRR abs/1912.00070 (2019)
[i42]
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  - journals/corr/abs-1912-00543
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Puyang Wang, Eric Z. Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun:
Pyramid Convolutional RNN for MRI Reconstruction. CoRR abs/1912.00543 (2019)
[i41]
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  - journals/corr/abs-1912-08364
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V. Jeya Maria Jose, Rajeev Yasarla, Puyang Wang, Ilker Hacihaliloglu, Vishal M. Patel:
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data. CoRR abs/1912.08364 (2019)
[i40]
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  - journals/corr/abs-1912-10479
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Xing Di, Vishal M. Patel:
Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators. CoRR abs/1912.10479 (2019)
2018
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Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks. Int. J. Comput. Vis. 126(2-4): 272-291 (2018)
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Mahdi Abavisani, Vishal M. Patel:
Multimodal sparse and low-rank subspace clustering. Inf. Fusion 39: 168-177 (2018)
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Mahdi Abavisani, Vishal M. Patel:
Deep Multimodal Subspace Clustering Networks. IEEE J. Sel. Top. Signal Process. 12(6): 1601-1614 (2018)
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Ching-Hui Chen, Vishal M. Patel, Rama Chellappa:
Learning from Ambiguously Labeled Face Images. IEEE Trans. Pattern Anal. Mach. Intell. 40(7): 1653-1667 (2018)
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Changxing Ding, Kaiqi Huang, Vishal M. Patel, Brian C. Lovell:
Special issue on Video Surveillance-oriented Biometrics. Pattern Recognit. Lett. 107: 1-2 (2018)
[j44]
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Vishwanath A. Sindagi, Vishal M. Patel:
A survey of recent advances in CNN-based single image crowd counting and density estimation. Pattern Recognit. Lett. 107: 3-16 (2018)
[j43]
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Rajeev Ranjan, Swami Sankaranarayanan, Ankan Bansal, Navaneeth Bodla, Jun-Cheng Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans. IEEE Signal Process. Mag. 35(1): 66-83 (2018)
[j42]
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Pramuditha Perera, Vishal M. Patel:
Efficient and Low Latency Detection of Intruders in Mobile Active Authentication. IEEE Trans. Inf. Forensics Secur. 13(6): 1392-1405 (2018)
[j41]
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He Zhang, Vishal M. Patel:
Convolutional Sparse and Low-Rank Coding-Based Image Decomposition. IEEE Trans. Image Process. 27(5): 2121-2133 (2018)
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Xing Di, He Zhang, Vishal M. Patel:
Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis. BTAS 2018: 1-10
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Hajime Nada, Vishwanath A. Sindagi, He Zhang, Vishal M. Patel:
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results. BTAS 2018: 1-10
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Pramuditha Perera, Vishal M. Patel:
Dual-Minimax Probability Machines for One-class Mobile Active Authentication. BTAS 2018: 1-8
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He Zhang, Vishal M. Patel:
Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network. CVPR 2018: 695-704
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He Zhang, Vishwanath Sindagi, Vishal M. Patel:
Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network. CVPR Workshops 2018: 902-911
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He Zhang, Vishal M. Patel:
Densely Connected Pyramid Dehazing Network. CVPR 2018: 3194-3203
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Lidan Wang, Vishwanath Sindagi, Vishal M. Patel:
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. FG 2018: 83-90
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
Fps-Sft: A Multi-Dimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem. ICASSP 2018: 4729-4733
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Ester Gonzalez-Sosa, Rubén Vera-Rodríguez, Julian Fiérrez, Vishal M. Patel:
Person Recognition beyond the Visible Spectrum: Combining Body Shape and Texture from mmW Images. ICB 2018: 241-246
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Benjamin S. Riggan, Nathaniel J. Short, M. Saquib Sarfraz, Shuowen Hu, He Zhang, Vishal M. Patel, Sanka Rasnayaka, Jing Li, Terence Sim, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi:
Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching. ICME Workshops 2018: 1-4
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Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel:
In2I: Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks. ICPR 2018: 140-146
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Xing Di, Vishwanath A. Sindagi, Vishal M. Patel:
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. ICPR 2018: 1079-1084
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Mahdi Abavisani, Vishal M. Patel:
Adversarial domain adaptive subspace clustering. ISBA 2018: 1-8
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Puyang Wang, Nick G. Cuccolo, Rachana Tyagi, Ilker Hacihaliloglu, Vishal M. Patel:
Automatic real-time CNN-based neonatal brain ventricles segmentation. ISBI 2018: 716-719
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Puyang Wang, Vishal M. Patel, Ilker Hacihaliloglu:
Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN. MICCAI (4) 2018: 134-142
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Aakarsh Malhotra, Richa Singh, Mayank Vatsa, Vishal M. Patel:
Person Authentication Using Head Images. WACV 2018: 409-417
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Xing Di, Vishal M. Patel:
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs. CoRR abs/1801.00077 (2018)
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
Robust Sparse Fourier Transform Based on The Fourier Projection-Slice Theorem. CoRR abs/1801.04307 (2018)
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Pramuditha Perera, Vishal M. Patel:
Learning Deep Features for One-Class Classification. CoRR abs/1801.05365 (2018)
[i36]
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He Zhang, Vishal M. Patel:
Density-aware Single Image De-raining using a Multi-stream Dense Network. CoRR abs/1802.07412 (2018)
[i35]
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Puyang Wang, Vishal M. Patel:
Generating High Quality Visible Images from SAR Images Using CNNs. CoRR abs/1802.10036 (2018)
[i34]
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  - journals/corr/abs-1803-08396
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He Zhang, Vishal M. Patel:
Densely Connected Pyramid Dehazing Network. CoRR abs/1803.08396 (2018)
[i33]
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  - journals/corr/abs-1804-06498
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Mahdi Abavisani, Vishal M. Patel:
Deep Multimodal Subspace Clustering Networks. CoRR abs/1804.06498 (2018)
[i32]
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Hajime Nada, Vishwanath A. Sindagi, He Zhang, Vishal M. Patel:
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results. CoRR abs/1804.10275 (2018)
[i31]
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Puyang Wang, Vishal M. Patel, Ilker Hacihaliloglu:
Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN. CoRR abs/1806.09766 (2018)
[i30]
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Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun:
Disentangled Variational Representation for Heterogeneous Face Recognition. CoRR abs/1809.01936 (2018)
[i29]
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  - journals/corr/abs-1812-05155
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He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel:
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks. CoRR abs/1812.05155 (2018)
[i28]
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Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel:
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training. CoRR abs/1812.06145 (2018)
2017
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Pouya Samangouei, Vishal M. Patel, Rama Chellappa:
Facial attributes for active authentication on mobile devices. Image Vis. Comput. 58: 181-192 (2017)
[j39]
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Jie Chen, Vishal M. Patel, Li Liu, Vili Kellokumpu, Guoying Zhao, Matti Pietikäinen, Rama Chellappa:
Robust local features for remote face recognition. Image Vis. Comput. 64: 34-46 (2017)
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He Zhang, Vishal M. Patel:
Sparse Representation-Based Open Set Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39(8): 1690-1696 (2017)
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Puyang Wang, He Zhang, Vishal M. Patel:
SAR Image Despeckling Using a Convolutional Neural Network. IEEE Signal Process. Lett. 24(12): 1763-1767 (2017)
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
The Robust Sparse Fourier Transform (RSFT) and Its Application in Radar Signal Processing. IEEE Trans. Aerosp. Electron. Syst. 53(6): 2735-2755 (2017)
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Ester Gonzalez-Sosa, Rubén Vera-Rodríguez, Julian Fiérrez, Vishal M. Patel:
Exploring Body Shape From mmW Images for Person Recognition. IEEE Trans. Inf. Forensics Secur. 12(9): 2078-2089 (2017)
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Heng Zhang, Vishal M. Patel, Rama Chellappa:
Low-Rank and Joint Sparse Representations for Multi-Modal Recognition. IEEE Trans. Image Process. 26(10): 4741-4752 (2017)
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Xavier Gibert, Vishal M. Patel, Rama Chellappa:
Deep Multitask Learning for Railway Track Inspection. IEEE Trans. Intell. Transp. Syst. 18(1): 153-164 (2017)
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Vishwanath A. Sindagi, Vishal M. Patel:
CNN-Based cascaded multi-task learning of high-level prior and density estimation for crowd counting. AVSS 2017: 1-6
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Puyang Wang, He Zhang, Vishal M. Patel:
Generative adversarial network-based restoration of speckled SAR images. CAMSAP 2017: 1-5
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Heng Zhang, Vishal M. Patel, Rama Chellappa:
Hierarchical Multimodal Metric Learning for Multimodal Classification. CVPR 2017: 2925-2933
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Pramuditha Perera, Vishal M. Patel:
Extreme Value Analysis for Mobile Active User Authentication. FG 2017: 346-353
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Pramuditha Perera, Vishal M. Patel:
Towards Multiple User Active Authentication in Mobile Devices. FG 2017: 354-361
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Xing Di, Vishal M. Patel:
Large Margin Multi-Modal Triplet Metric Learning. FG 2017: 370-377
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
A practical high-dimensional Sparse Fourier Transform. ICASSP 2017: 4341-4345
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Puyang Wang, Vishal M. Patel:
Extracting Fourier descriptors from compressive measurements. ICASSP 2017: 4755-4759
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He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu:
Generative adversarial network-based synthesis of visible faces from polarimetrie thermal faces. IJCB 2017: 100-107
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Vishwanath A. Sindagi, Vishal M. Patel:
Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs. ICCV 2017: 1879-1888
[c70]
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Ester Gonzalez-Sosa, Rubén Vera-Rodríguez, Julian Fiérrez, Vishal M. Patel:
Millimetre wave person recognition: Hand-crafted vs learned features. ISBA 2017: 1-7
[c69]
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He Zhang, Vishal M. Patel:
Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal. WACV 2017: 1259-1267
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He Zhang, Vishal M. Patel:
Discriminative Sparse Representations. Handbook of Convex Optimization Methods in Imaging Science 2017: 129-156
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Jingxiao Zheng, Vishal M. Patel, Rama Chellappa:
Recent Developments in Video-Based Face Recognition. Handbook of Biometrics for Forensic Science 2017: 149-175
[i27]
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He Zhang, Vishwanath Sindagi, Vishal M. Patel:
Image De-raining Using a Conditional Generative Adversarial Network. CoRR abs/1701.05957 (2017)
[i26]
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Ching-Hui Chen, Vishal M. Patel, Rama Chellappa:
Learning from Ambiguously Labeled Face Images. CoRR abs/1702.04455 (2017)
[i25]
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He Zhang, Vishal M. Patel:
Sparse Representation-based Open Set Recognition. CoRR abs/1705.02431 (2017)
[i24]
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Puyang Wang, He Zhang, Vishal M. Patel:
SAR Image Despeckling Using a Convolutional. CoRR abs/1706.00552 (2017)
[i23]
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Vishwanath Sindagi, Vishal M. Patel:
A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation. CoRR abs/1707.01202 (2017)
[i22]
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Sumit Shekhar, Vishal M. Patel, Rama Chellappa:
Synthesis-based Robust Low Resolution Face Recognition. CoRR abs/1707.02733 (2017)
[i21]
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Vishwanath Sindagi, Vishal M. Patel:
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting. CoRR abs/1707.09605 (2017)
[i20]
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He Zhang, Vishwanath Sindagi, Vishal M. Patel:
Joint Transmission Map Estimation and Dehazing using Deep Networks. CoRR abs/1708.00581 (2017)
[i19]
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Vishwanath A. Sindagi, Vishal M. Patel:
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs. CoRR abs/1708.00953 (2017)
[i18]
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He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu:
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces. CoRR abs/1708.02681 (2017)
[i17]
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Xing Di, Vishwanath A. Sindagi, Vishal M. Patel:
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. CoRR abs/1710.00962 (2017)
[i16]
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Lidan Wang, Vishwanath A. Sindagi, Vishal M. Patel:
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. CoRR abs/1710.10182 (2017)
[i15]
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Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel:
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks. CoRR abs/1711.09334 (2017)
2016
[j32]
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Vishal M. Patel, Rama Chellappa, Deepak Chandra, Brandon Barbello:
Continuous User Authentication on Mobile Devices: Recent progress and remaining challenges. IEEE Signal Process. Mag. 33(4): 49-61 (2016)
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Vishal M. Patel, Joseph N. Mait, Dennis W. Prather, Abigail S. Hedden:
Computational Millimeter Wave Imaging: Problems, progress, and prospects. IEEE Signal Process. Mag. 33(5): 109-118 (2016)
[c68]
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He Zhang, Vishal M. Patel:
Convolutional Sparse Coding-based Image Decomposition. BMVC 2016
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Jun-Cheng Chen, Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Azadeh Alavi, Rama Chellappa:
A cascaded convolutional neural network for age estimation of unconstrained faces. BTAS 2016: 1-8
[c66]
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Upal Mahbub, Sayantan Sarkar, Vishal M. Patel, Rama Chellappa:
Active user authentication for smartphones: A challenge data set and benchmark results. BTAS 2016: 1-8
[c65]
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Pramuditha Perera, Vishal M. Patel:
Quickest intrusion detection in mobile active user authentication. BTAS 2016: 1-8
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Xing Di, Vishal M. Patel:
Deep Tattoo Recognition. CVPR Workshops 2016: 119-126
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Xiaqing Valerie Yang, Vishal M. Patel, Athina P. Petropulu:
Spaceborne SAR antenna size reduction enabled by compressive sampling. GlobalSIP 2016: 297-301
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Arthita Ghosh, Vishal M. Patel, Michael A. Powers:
Computational agile beam ladar imaging. ICASSP 2016: 2239-2243
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Jun-Cheng Chen, Jingxiao Zheng, Vishal M. Patel, Rama Chellappa:
Fisher vector encoded deep convolutional features for unconstrained face verification. ICIP 2016: 2981-2985
[c60]
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Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa:
Partial face detection for continuous authentication. ICIP 2016: 2991-2995
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Jingxiao Zheng, Jun-Cheng Chen, Navaneeth Bodla, Vishal M. Patel, Rama Chellappa:
VLAD encoded Deep Convolutional features for unconstrained face verification. ICPR 2016: 4101-4106
[c58]
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Sayantan Sarkar, Vishal M. Patel, Rama Chellappa:
Deep feature-based face detection on mobile devices. ISBA 2016: 1-8
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Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo:
Towards the design of an end-to-end automated system for image and video-based recognition. ITA 2016: 1-7
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
RSFT: A realistic high dimensional sparse fourier transform and its application in radar signal processing. MILCOM 2016: 888-893
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Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa:
Unconstrained face verification using deep CNN features. WACV 2016: 1-9
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Soumyadip Sengupta, Jun-Cheng Chen, Carlos Domingo Castillo, Vishal M. Patel, Rama Chellappa, David W. Jacobs:
Frontal to profile face verification in the wild. WACV 2016: 1-9
[i14]
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Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo:
Towards the Design of an End-to-End Automated System for Image and Video-based Recognition. CoRR abs/1601.07883 (2016)
[i13]
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Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
Face Alignment by Local Deep Descriptor Regression. CoRR abs/1601.07950 (2016)
[i12]
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Azadeh Alavi, Vishal M. Patel, Rama Chellappa:
Distance Preserving Projection Space of Symmetric Positive Definite Manifolds. CoRR abs/1602.03570 (2016)
[i11]
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Sayantan Sarkar, Vishal M. Patel, Rama Chellappa:
Deep Feature-based Face Detection on Mobile Devices. CoRR abs/1602.04868 (2016)
[i10]
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Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition. CoRR abs/1603.01249 (2016)
[i9]
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Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa:
Partial Face Detection for Continuous Authentication. CoRR abs/1603.09364 (2016)
[i8]
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Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. CoRR abs/1605.02686 (2016)
[i7]
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Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
An Efficient High-Dimensional Sparse Fourier Transform. CoRR abs/1610.01050 (2016)
[i6]
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Upal Mahbub, Sayantan Sarkar, Vishal M. Patel, Rama Chellappa:
Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results. CoRR abs/1610.07930 (2016)
2015
[j30]
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Yi-Chen Chen, Vishal M. Patel, P. Jonathon Phillips, Rama Chellappa:
Dictionary-Based Face and Person Recognition From Unconstrained Video. IEEE Access 3: 1783-1798 (2015)
[j29]
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  - journals/ftcgv/GopalanLPC15
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Raghuraman Gopalan, Ruonan Li, Vishal M. Patel, Rama Chellappa:
Domain Adaptation for Visual Recognition. Found. Trends Comput. Graph. Vis. 8(4): 285-378 (2015)
[j28]
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Ashish Shrivastava, Vishal M. Patel, Jaishanker K. Pillai, Rama Chellappa:
Generalized Dictionaries for Multiple Instance Learning. Int. J. Comput. Vis. 114(2-3): 288-305 (2015)
[j27]
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Vishal M. Patel, Hien Van Nguyen, René Vidal:
Latent Space Sparse and Low-Rank Subspace Clustering. IEEE J. Sel. Top. Signal Process. 9(4): 691-701 (2015)
[j26]
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Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel:
Multiple kernel-based dictionary learning for weakly supervised classification. Pattern Recognit. 48(8): 2667-2675 (2015)
[j25]
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Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips:
Salient views and view-dependent dictionaries for object recognition. Pattern Recognit. 48(10): 3053-3066 (2015)
[j24]
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Ashish Shrivastava, Vishal M. Patel, Rama Chellappa:
Non-linear dictionary learning with partially labeled data. Pattern Recognit. 48(11): 3283-3292 (2015)
[j23]
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Vishal M. Patel, Raghuraman Gopalan, Ruonan Li, Rama Chellappa:
Visual Domain Adaptation: A survey of recent advances. IEEE Signal Process. Mag. 32(3): 53-69 (2015)
[j22]
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Vishal M. Patel, Nalini K. Ratha, Rama Chellappa:
Cancelable Biometrics: A review. IEEE Signal Process. Mag. 32(5): 54-65 (2015)
[j21]
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Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa:
Coupled Projections for Adaptation of Dictionaries. IEEE Trans. Image Process. 24(10): 2941-2954 (2015)
[j20]
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Hien Van Nguyen, Huy Tho Ho, Vishal M. Patel, Rama Chellappa:
DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning. IEEE Trans. Image Process. 24(12): 5479-5491 (2015)
[c53]
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Jun-Cheng Chen, Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa:
Unconstrained face verification using fisher vectors computed from frontalized faces. BTAS 2015: 1-8
[c52]
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Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
A deep pyramid Deformable Part Model for face detection. BTAS 2015: 1-8
[c51]
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  - conf/btas/SamangoueiPC15
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Pouya Samangouei, Vishal M. Patel, Rama Chellappa:
Attribute-based continuous user authentication on mobile devices. BTAS 2015: 1-8
[c50]
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Ching-Hui Chen, Vishal M. Patel, Rama Chellappa:
Matrix completion for resolving label ambiguity. CVPR 2015: 4110-4118
[c49]
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Heng Zhang, Vishal M. Patel, Rama Chellappa:
Robust multimodal recognition via multitask multivariate low-rank representations. FG 2015: 1-8
[c48]
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Heng Zhang, Vishal M. Patel, Sumit Shekhar, Rama Chellappa:
Domain adaptive sparse representation-based classification. FG 2015: 1-8
[c47]
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Mohammed E. Fathy, Vishal M. Patel, Rama Chellappa:
Face-based Active Authentication on mobile devices. ICASSP 2015: 1687-1691
[c46]
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Xavier Gibert, Vishal M. Patel, Rama Chellappa:
Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection. ICCV Workshops 2015: 131-138
[c45]
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Rajeev Ranjan, Sabrina Zhou, Jun-Cheng Chen, Amit Kumar, Azadeh Alavi, Vishal M. Patel, Rama Chellappa:
Unconstrained Age Estimation with Deep Convolutional Neural Networks. ICCV Workshops 2015: 351-359
[c44]
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Jun-Cheng Chen, Rajeev Ranjan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Rama Chellappa:
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. ICCV Workshops 2015: 360-368
[c43]
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Heng Zhang, Vishal M. Patel, Rama Chellappa:
Multitask multivariate common sparse representations for robust multimodal biometrics recognition. ICIP 2015: 202-206
[c42]
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Xavier Giben, Vishal M. Patel, Rama Chellappa:
Material classification and semantic segmentation of railway track images with deep convolutional neural networks. ICIP 2015: 621-625
[c41]
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Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa:
Landmark-based fisher vector representation for video-based face verification. ICIP 2015: 2705-2709
[c40]
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Vishal M. Patel, Michael A. Powers:
Structured representation-based robust agile-beam LADAR imaging. ICIP 2015: 3285-3289
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Swami Sankaranarayanan, Vishal M. Patel, Rama Chellappa:
3D facial model synthesis using coupled dictionaries. ICIP 2015: 3896-3900
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Garrett A. Warnell, Vishal M. Patel, Rama Chellappa:
Integrability-regularized phase unwrapping via sparse error correction. ICIP 2015: 4887-4891
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Heng Zhang, Vishal M. Patel, Mohammed E. Fathy, Rama Chellappa:
Touch Gesture-Based Active User Authentication Using Dictionaries. WACV 2015: 207-214
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Xavier Gibert, Vishal M. Patel, Rama Chellappa:
Robust Fastener Detection for Autonomous Visual Railway Track Inspection. WACV 2015: 694-701
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Vishal M. Patel, Jie Ni, Rama Chellappa:
Remote Face Recognition. Encyclopedia of Biometrics 2015: 1316-1321
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Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa:
Unconstrained Face Verification using Deep CNN Features. CoRR abs/1508.01722 (2015)
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Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
A Deep Pyramid Deformable Part Model for Face Detection. CoRR abs/1508.04389 (2015)
[i3]
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Xavier Gibert, Vishal M. Patel, Rama Chellappa:
Deep Multi-task Learning for Railway Track Inspection. CoRR abs/1509.05267 (2015)
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Xavier Gibert, Vishal M. Patel, Rama Chellappa:
Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection. CoRR abs/1510.05822 (2015)
2014
[j19]
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Xavier Gibert, Vishal M. Patel, Demetrio Labate, Rama Chellappa:
Discrete shearlet transform on GPU with applications in anomaly detection and denoising. EURASIP J. Adv. Signal Process. 2014: 64 (2014)
[j18]
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Glenn R. Easley, Demetrio Labate, Vishal M. Patel:
Directional Multiscale Processing of Images Using Wavelets with Composite Dilations. J. Math. Imaging Vis. 48(1): 13-34 (2014)
[j17]
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Sumit Shekhar, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa:
Joint Sparse Representation for Robust Multimodal Biometrics Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 36(1): 113-126 (2014)
[j16]
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Qiang Qiu, Vishal M. Patel, Rama Chellappa:
Information-Theoretic Dictionary Learning for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 36(11): 2173-2184 (2014)
[j15]
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Mohammed E. Fathy, Vishal M. Patel, Tom Yeh, Yangmuzi Zhang, Rama Chellappa, Larry S. Davis:
Screen-based active user authentication. Pattern Recognit. Lett. 42: 122-127 (2014)
[j14]
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Vishal M. Patel, Glenn R. Easley, Rama Chellappa, Nasser M. Nasrabadi:
Separated Component-Based Restoration of Speckled SAR Images. IEEE Trans. Geosci. Remote. Sens. 52(2): 1019-1029 (2014)
[j13]
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Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips:
Ambiguously Labeled Learning Using Dictionaries. IEEE Trans. Inf. Forensics Secur. 9(12): 2076-2088 (2014)
[j12]
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Ashish Shrivastava, Vishal M. Patel, Ramalingam Chellappa:
Multiple Kernel Learning for Sparse Representation-Based Classification. IEEE Trans. Image Process. 23(7): 3013-3024 (2014)
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Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa:
Dictionary-based multiple instance learning. ICIP 2014: 160-164
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Jun-Cheng Chen, Vishal M. Patel, Huy Tho Ho, Rama Chellappa:
Dictionary-based video face recognition using dense multi-scale facial landmark features. ICIP 2014: 733-737
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Vishal M. Patel, René Vidal:
Kernel sparse subspace clustering. ICIP 2014: 2849-2853
[c32]
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Sumit Shekhar, Vishal M. Patel, Rama Chellappa:
Analysis sparse coding models for image-based classification. ICIP 2014: 5207-5211
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Esther Vasiete, Yan Chen, Ian Char, Tom Yeh, Vishal M. Patel, Larry S. Davis, Rama Chellappa:
Toward a non-intrusive, physio- behavioral biometric for smartphones. Mobile HCI 2014: 501-506
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Ashish Shrivastava, Sumit Shekhar, Vishal M. Patel:
Unsupervised domain adaptation using parallel transport on Grassmann manifold. WACV 2014: 277-284
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Hien Van Nguyen, Vishal M. Patel:
Max residual classifier. WACV 2014: 580-587
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Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips:
Adaptive representations for video-based face recognition across pose. WACV 2014: 984-991
2013
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Vishal M. Patel, Rama Chellappa:
Sparse Representations and Compressive Sensing for Imaging and Vision. Springer Briefs in Electrical and Computer Engineering, Springer 2013, ISBN 978-1-4614-6380-1, pp. i-x, 1-102
[j11]
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Vishal M. Patel, Tom Yeh, Mohammed E. Fathy, Yangmuzi Zhang, Yan Chen, Rama Chellappa, Larry S. Davis:
Screen Fingerprints: A Novel Modality for Active Authentication. IT Prof. 15(4): 38-42 (2013)
[j10]
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Sima Taheri, Vishal M. Patel, Rama Chellappa:
Component-Based Recognition of Facesand Facial Expressions. IEEE Trans. Affect. Comput. 4(4): 360-371 (2013)
[j9]
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Yi-Chen Chen, Challa S. Sastry, Vishal M. Patel, P. Jonathon Phillips, Rama Chellappa:
In-Plane Rotation and Scale Invariant Clustering Using Dictionaries. IEEE Trans. Image Process. 22(6): 2166-2180 (2013)
[j8]
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Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa:
Design of Non-Linear Kernel Dictionaries for Object Recognition. IEEE Trans. Image Process. 22(12): 5123-5135 (2013)
[c27]
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Yi-Chen Chen, Vishal M. Patel, Jaishanker K. Pillai, Rama Chellappa, P. Jonathon Phillips:
Dictionary Learning from Ambiguously Labeled Data. CVPR 2013: 353-360
[c26]
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Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa:
Generalized Domain-Adaptive Dictionaries. CVPR 2013: 361-368
[c25]
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Yi-Chen Chen, Vishal M. Patel, Sumit Shekhar, Rama Chellappa, P. Jonathon Phillips:
Video-based face recognition via joint sparse representation. FG 2013: 1-8
[c24]
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Vishal M. Patel, Hien Van Nguyen, René Vidal:
Latent Space Sparse Subspace Clustering. ICCV 2013: 225-232
[c23]
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Vishal M. Patel, Qiang Qiu, Rama Chellappa:
Dictionaries for image-based recognition. ITA 2013: 1-8
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Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa, Nalini K. Ratha:
Robust and Secure Iris Recognition. Handbook of Iris Recognition 2013: 183-204
2012
[j7]
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Rama Chellappa, Jie Ni, Vishal M. Patel:
Remote identification of faces: Problems, prospects, and progress. Pattern Recognit. Lett. 33(14): 1849-1859 (2012)
[j6]
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Vishal M. Patel, Tao Wu, Soma Biswas, P. Jonathon Phillips, Rama Chellappa:
Dictionary-Based Face Recognition Under Variable Lighting and Pose. IEEE Trans. Inf. Forensics Secur. 7(3): 954-965 (2012)
[j5]
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Vishal M. Patel, Ray Maleh, Anna C. Gilbert, Rama Chellappa:
Gradient-Based Image Recovery Methods From Incomplete Fourier Measurements. IEEE Trans. Image Process. 21(1): 94-105 (2012)
[c22]
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Ashish Shrivastava, Hien Van Nguyen, Vishal M. Patel, Rama Chellappa:
Design of Non-Linear Discriminative Dictionaries for Image Classification. ACCV (1) 2012: 660-674
[c21]
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Sumit Shekhar, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa:
Joint Sparsity-Based Robust Multimodal Biometrics Recognition. ECCV Workshops (3) 2012: 365-374
[c20]
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Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa:
Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction. ECCV (6) 2012: 414-427
[c19]
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Qiang Qiu, Vishal M. Patel, Pavan K. Turaga, Rama Chellappa:
Domain Adaptive Dictionary Learning. ECCV (4) 2012: 631-645
[c18]
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Yi-Chen Chen, Vishal M. Patel, P. Jonathon Phillips, Rama Chellappa:
Dictionary-Based Face Recognition from Video. ECCV (6) 2012: 766-779
[c17]
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Yi-Chen Chen, Challa S. Sastry, Vishal M. Patel, P. Jonathon Phillips, Rama Chellappa:
Rotation invariant simultaneous clustering and dictionary learning. ICASSP 2012: 1053-1056
[c16]
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Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa:
Kernel dictionary learning. ICASSP 2012: 2021-2024
[c15]
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Vishal M. Patel, Joseph N. Mait:
Passive millimeter-wave imaging with extended depth of field and sparse data. ICASSP 2012: 2521-2524
[c14]
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Yi-Chen Chen, Vishal M. Patel, Rama Chellappa, P. Jonathon Phillips:
Salient view selection based on sparse representation. ICIP 2012: 649-652
[c13]
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Glenn R. Easley, Demetrio Labate, Vishal M. Patel:
Hyperbolic shearlets. ICIP 2012: 2449-2452
[c12]
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Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa:
Learning discriminative dictionaries with partially labeled data. ICIP 2012: 3113-3116
[c11]
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Asif Mehmood, Vishal M. Patel, Thyagaraju Damarla:
Discrimination of bipeds from quadrupeds using seismic footstep signatures. IGARSS 2012: 6920-6923
[i1]
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Qiang Qiu, Vishal M. Patel, Rama Chellappa:
Information-theoretic Dictionary Learning for Image Classification. CoRR abs/1208.3687 (2012)
2011
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Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa, Nalini K. Ratha:
Secure and Robust Iris Recognition Using Random Projections and Sparse Representations. IEEE Trans. Pattern Anal. Mach. Intell. 33(9): 1877-1893 (2011)
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Jie Ni, Pavan K. Turaga, Vishal M. Patel, Rama Chellappa:
Example-Driven Manifold Priors for Image Deconvolution. IEEE Trans. Image Process. 20(11): 3086-3096 (2011)
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Vishal M. Patel, Ramalingam Chellappa:
Sparse Representations, Compressive Sensing and dictionaries for pattern recognition. ACPR 2011: 325-329
[c9]
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Sumit Shekhar, Vishal M. Patel, Rama Chellappa:
Synthesis-based recognition of low resolution faces. IJCB 2011: 1-6
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Vishal M. Patel, Tao Wu, Soma Biswas, P. Jonathon Phillips, Rama Chellappa:
Illumination robust dictionary-based face recognition. ICIP 2011: 777-780
[c7]
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Vishal M. Patel, Glenn R. Easley, Rama Chellappa:
Component-based restoration of speckled images. ICIP 2011: 2797-2800
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Vishal M. Patel, Jaishanker K. Pillai, Rama Chellappa:
Image and Video-Based Biometrics. Visual Analysis of Humans 2011: 437-454
2010
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Vishal M. Patel:
Sparse and Redundant Representations for Inverse Problems and Recognition. University of Maryland, College Park, MD, USA, 2010
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Vishal M. Patel, Glenn R. Easley, Dennis M. Healy, Rama Chellappa:
Compressed Synthetic Aperture Radar. IEEE J. Sel. Top. Signal Process. 4(2): 244-254 (2010)
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Vishal M. Patel, Rama Chellappa, Massimo Tistarelli:
Sparse representations and Random Projections for robust and cancelable biometrics. ICARCV 2010: 1-6
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Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa, Nalini K. Ratha:
Sectored Random Projections for Cancelable Iris Biometrics. ICASSP 2010: 1838-1841
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Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa:
Automatic target recognition based on simultaneous sparse representation. ICIP 2010: 1377-1380

2000 – 2009

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2009
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Vishal M. Patel, Glenn R. Easley, Dennis M. Healy Jr.:
Shearlet-Based Deconvolution. IEEE Trans. Image Process. 18(12): 2673-2685 (2009)
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Vishal M. Patel, Glenn R. Easley, Dennis M. Healy Jr., Rama Chellappa:
Compressed sensing for Synthetic Aperture Radar imaging. ICIP 2009: 2141-2144
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Vishal M. Patel, Glenn R. Easley, Rama Chellappa, Dennis M. Healy:
Enhancing sparsity using gradients for compressive sensing. ICIP 2009: 3033-3036
2008
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Vishal M. Patel, Glenn R. Easley, Dennis M. Healy Jr.:
A new multiresolution generalized directional filter bank design and application in image enhancement. ICIP 2008: 2816-2819

Coauthor Index

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