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Fernando De la Torre
Fernando De la Torre Frade
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- affiliation: Carnegie Mellon University, Pittsburgh, PA, USA
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2020 – today
- 2024
- [j46]Tamás Karácsony, László Attila Jeni, Fernando De la Torre, João Paulo Silva Cunha:
Deep learning methods for single camera based clinical in-bed movement action recognition. Image Vis. Comput. 143: 104928 (2024) - [c152]Yinong Oliver Wang, Younjoon Chung, Chen Henry Wu, Fernando De la Torre:
Domain Gap Embeddings for Generative Dataset Augmentation. CVPR 2024: 28684-28694 - [c151]Vishnu Mani Hema
, Shubhra Aich
FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis. ECCV (82) 2024: 57-73 - [c150]Prachi Garg, K. J. Joseph, Vineeth N. Balasubramanian, Necati Cihan Camgöz, Chengde Wan, Kenrick Kin, Weiguang Si, Shugao Ma, Fernando De la Torre:
POET: Prompt Offset Tuning for Continual Human Action Adaptation. ECCV (64) 2024: 436-455 - [c149]Youngjoong Kwon, Baole Fang, Yixing Lu, Haoye Dong, Cheng Zhang, Francisco Vicente Carrasco, Albert Mosella-Montoro, Jianjin Xu, Shingo Takagi, Daeil Kim, Aayush Prakash, Fernando De la Torre:
Generalizable Human Gaussians for Sparse View Synthesis. ECCV (78) 2024: 451-468 - [c148]Saswat Subhajyoti Mallick
Taming 3DGS: High-Quality Radiance Fields with Limited Resources. SIGGRAPH Asia 2024: 2:1-2:11 - [c147]Or Patashnik
Consolidating Attention Features for Multi-view Image Editing. SIGGRAPH Asia 2024: 40:1-40:12 - [c146]Xuechang Tu
Fast and Robust 3D Gaussian Splatting for Virtual Reality. SIGGRAPH Asia Posters 2024: 43:1-43:3 - [c145]Cheng Zhang
FabricDiffusion: High-Fidelity Texture Transfer for 3D Garments Generation from In-The-Wild Images. SIGGRAPH Asia 2024: 46:1-46:12 - [c144]Lin Zhang, Linghan Xu, Saman Motamed
D3GU: Multi-target Active Domain Adaptation via Enhancing Domain Alignment. WACV 2024: 2565-2574 - [c143]Jianchun Chen, Jayakorn Vongkulbhisal, Fernando De la Torre Frade:
A Sequential Learning-based Approach for Monocular Human Performance Capture. WACV 2024: 3502-3511 - [c142]Aashish Rai, Hiresh Gupta, Ayush Pandey, Francisco Vicente Carrasco, Shingo Jason Takagi, Amaury Aubel, Daeil Kim, Aayush Prakash, Fernando De la Torre:
Towards Realistic Generative 3D Face Models. WACV 2024: 3726-3736 - [c141]Stanislav Panev, Emily Kim, Sai Abhishek Si Namburu, Desislava Nikolova, Celso de Melo, Fernando De la Torre, Jessica K. Hodgins:
Exploring the Impact of Rendering Method and Motion Quality on Model Performance when Using Multi-view Synthetic Data for Action Recognition. WACV 2024: 4580-4590 - [c140]José Ribeiro-Gomes, Tianhui Cai, Zoltán Ádám Milacski, Chen Wu, Aayush Prakash, Shingo Takagi, Amaury Aubel, Daeil Kim, Alexandre Bernardino, Fernando De la Torre:
MotionGPT: Human Motion Synthesis with Improved Diversity and Realism via GPT-3 Prompting. WACV 2024: 5058-5068 - [c139]Jianjin Xu, Saman Motamed
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention. WACV 2024: 5420-5430 - [i42]Lin Zhang, Linghan Xu, Saman Motamed, Shayok Chakraborty, Fernando De la Torre:
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment. CoRR abs/2401.05465 (2024) - [i41]Chen Henry Wu, Fernando De la Torre:
Contrastive Prompts Improve Disentanglement in Text-to-Image Diffusion Models. CoRR abs/2402.13490 (2024) - [i40]Or Patashnik, Rinon Gal, Daniel Cohen-Or, Jun-Yan Zhu, Fernando De la Torre:
Consolidating Attention Features for Multi-view Image Editing. CoRR abs/2402.14792 (2024) - [i39]Zoltan A. Milacski, Koichiro Niinuma, Ryosuke Kawamura, Fernando De la Torre, László A. Jeni:
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts. CoRR abs/2405.18438 (2024) - [i38]Saswat Subhajyoti Mallick, Rahul Goel, Bernhard Kerbl, Francisco Vicente Carrasco, Markus Steinberger, Fernando De la Torre:
Taming 3DGS: High-Quality Radiance Fields with Limited Resources. CoRR abs/2406.15643 (2024) - [i37]Haoye Dong, Aviral Chharia, Wenbo Gou, Francisco Vicente Carrasco, Fernando De la Torre:
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba. CoRR abs/2407.09646 (2024) - [i36]Youngjoong Kwon, Baole Fang, Yixing Lu, Haoye Dong, Cheng Zhang, Francisco Vicente Carrasco, Albert Mosella-Montoro, Jianjin Xu, Shingo Takagi, Daeil Kim, Aayush Prakash, Fernando De la Torre:
Generalizable Human Gaussians for Sparse View Synthesis. CoRR abs/2407.12777 (2024) - [i35]Cheng Charles Ma, Kevin Hyekang Joo, Alexandria K. Vail, Sunreeta Bhattacharya, Alvaro Fernandez Garcia, Kailana Baker-Matsuoka, Sheryl Mathew, Lori L. Holt, Fernando De la Torre:
Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation. CoRR abs/2409.09135 (2024) - [i34]Yehonathan Litman, Or Patashnik, Kangle Deng, Aviral Agrawal, Rushikesh Zawar, Fernando De la Torre, Shubham Tulsiani:
MaterialFusion: Enhancing Inverse Rendering with Material Diffusion Priors. CoRR abs/2409.15273 (2024) - [i33]Rwiddhi Chakraborty, Yinong Wang, Jialu Gao, Runkai Zheng, Cheng Zhang, Fernando De la Torre:
Visual Data Diagnosis and Debiasing with Concept Graphs. CoRR abs/2409.18055 (2024) - [i32]Cheng Zhang, Yuanhao Wang, Francisco Vicente Carrasco, Chenglei Wu, Jinlong Yang, Thabo Beeler, Fernando De la Torre:
FabricDiffusion: High-Fidelity Texture Transfer for 3D Garments Generation from In-The-Wild Clothing Images. CoRR abs/2410.01801 (2024) - [i31]Yinong Oliver Wang, Eileen Li, Jinqi Luo, Zhaoning Wang, Fernando De la Torre:
Unsupervised Model Diagnosis. CoRR abs/2410.06243 (2024) - [i30]Vishnu Mani Hema, Shubhra Aich, Christian Häne, Jean-Charles Bazin, Fernando De la Torre:
FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis. CoRR abs/2410.09690 (2024) - 2023
- [j45]Denis Tomè
SelfPose: 3D Egocentric Pose Estimation From a Headset Mounted Camera. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6794-6806 (2023) - [c138]Jinqi Luo, Zhaoning Wang, Chen Henry Wu, Dong Huang, Fernando De la Torre:
Zero-Shot Model Diagnosis. CVPR 2023: 11631-11640 - [c137]Cheng Zhang, Xuanbai Chen, Siqi Chai, Chen Henry Wu, Dmitry Lagun, Thabo Beeler, Fernando De la Torre:
ITI-Gen: Inclusive Text-to-Image Generation. ICCV 2023: 3946-3957 - [c136]Chen Henry Wu, Fernando De la Torre:
A Latent Space of Stochastic Diffusion Models for Zero-Shot Image Editing and Guidance. ICCV 2023: 7344-7353 - [c135]Shubhra Aich, Jesús Ruiz-Santaquiteria, Zhenyu Lu, Prachi Garg, K. J. Joseph, Alvaro Fernandez Garcia, Vineeth N. Balasubramanian, Kenrick Kin, Chengde Wan, Necati Cihan Camgöz, Shugao Ma, Fernando De la Torre:
Data-Free Class-Incremental Hand Gesture Recognition. ICCV 2023: 20901-20910 - [c134]Saman Motamed
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face inpainting. ICCV 2023: 22721-22730 - [c133]Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando De la Torre, Steven Song, Aayush Prakash, Daeil Kim:
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance. WACV 2023: 826-836 - [i29]Jiaqi Geng, Dong Huang, Fernando De la Torre:
DensePose From WiFi. CoRR abs/2301.00250 (2023) - [i28]Jinqi Luo, Zhaoning Wang, Chen Henry Wu, Dong Huang, Fernando De la Torre:
Semantic Image Attack for Visual Model Diagnosis. CoRR abs/2303.13010 (2023) - [i27]Jinqi Luo, Zhaoning Wang, Chen Henry Wu, Dong Huang, Fernando De la Torre:
Zero-shot Model Diagnosis. CoRR abs/2303.15441 (2023) - [i26]Saman Motamed
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting. CoRR abs/2304.06107 (2023) - [i25]Aashish Rai, Hiresh Gupta, Ayush Pandey, Francisco Vicente Carrasco, Shingo Jason Takagi, Amaury Aubel, Daeil Kim, Aayush Prakash, Fernando De la Torre:
Towards Realistic Generative 3D Face Models. CoRR abs/2304.12483 (2023) - [i24]Cheng Zhang, Xuanbai Chen, Siqi Chai, Chen Henry Wu, Dmitry Lagun, Thabo Beeler, Fernando De la Torre:
ITI-GEN: Inclusive Text-to-Image Generation. CoRR abs/2309.05569 (2023) - [i23]Jianjin Xu, Saman Motamed
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention. CoRR abs/2312.03556 (2023) - 2022
- [j44]Xiangyu Xu
3D Human Pose, Shape and Texture From Low-Resolution Images and Videos. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4490-4504 (2022) - [c132]Amin Jourabloo, Fernando De la Torre, Jason M. Saragih, Shih-En Wei, Stephen Lombardi, Te-Li Wang, Danielle Belko, Autumn Trimble, Hernán Badino:
Robust Egocentric Photo-realistic Facial Expression Transfer for Virtual Reality. CVPR 2022: 20291-20300 - [c131]Chen Henry Wu, Saman Motamed, Shaunak Srivastava, Fernando De la Torre:
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models. NeurIPS 2022 - [i22]Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando De la Torre, Steven Song, Aayush Prakash, Daeil Kim:
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance. CoRR abs/2208.14263 (2022) - [i21]Chen Henry Wu, Saman Motamed
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models. CoRR abs/2209.06970 (2022) - [i20]Chen Henry Wu, Fernando De la Torre:
Unifying Diffusion Models' Latent Space, with Applications to CycleDiffusion and Guidance. CoRR abs/2210.05559 (2022) - 2021
- [j43]Junwei Han
Weakly-Supervised Learning of Category-Specific 3D Object Shapes. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1423-1437 (2021) - [j42]Chen Cao, Vasu Agrawal, Fernando De la Torre, Lele Chen, Jason M. Saragih, Tomas Simon, Yaser Sheikh:
Real-time 3D neural facial animation from binocular video. ACM Trans. Graph. 40(4): 87:1-87:17 (2021) - [c130]Shugao Ma, Tomas Simon, Jason M. Saragih, Dawei Wang, Yuecheng Li, Fernando De la Torre, Yaser Sheikh:
Pixel Codec Avatars. CVPR 2021: 64-73 - [c129]Lele Chen, Chen Cao, Fernando De la Torre, Jason M. Saragih, Chenliang Xu, Yaser Sheikh:
High-Fidelity Face Tracking for AR/VR via Deep Lighting Adaptation. CVPR 2021: 13059-13069 - [c128]Israel D. Gebru, Dejan Markovic, Alexander Richard, Steven Krenn, Gladstone Alexander Butler, Fernando De la Torre, Yaser Sheikh:
Implicit HRTF Modeling Using Temporal Convolutional Networks. ICASSP 2021: 3385-3389 - [c127]Alexander Richard, Michael Zollhöfer, Yandong Wen, Fernando De la Torre, Yaser Sheikh:
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement. ICCV 2021: 1153-1162 - [c126]Alexander Richard, Dejan Markovic, Israel D. Gebru, Steven Krenn, Gladstone Alexander Butler, Fernando De la Torre, Yaser Sheikh:
Neural Synthesis of Binaural Speech From Mono Audio. ICLR 2021 - [c125]Alexander Richard, Colin Lea, Shugao Ma, Juergen Gall, Fernando De la Torre, Yaser Sheikh:
Audio- and Gaze-driven Facial Animation of Codec Avatars. WACV 2021: 41-50 - [i19]Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, László A. Jeni, Fernando De la Torre:
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos. CoRR abs/2103.06498 (2021) - [i18]Lele Chen, Chen Cao, Fernando De la Torre, Jason M. Saragih, Chenliang Xu, Yaser Sheikh:
High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation. CoRR abs/2103.15876 (2021) - [i17]Shugao Ma, Tomas Simon, Jason M. Saragih, Dawei Wang, Yuecheng Li, Fernando De la Torre, Yaser Sheikh:
Pixel Codec Avatars. CoRR abs/2104.04638 (2021) - [i16]Amin Jourabloo, Fernando De la Torre, Jason M. Saragih, Shih-En Wei, Te-Li Wang, Stephen Lombardi, Danielle Belko, Autumn Trimble, Hernán Badino:
Robust Egocentric Photo-realistic Facial Expression Transfer for Virtual Reality. CoRR abs/2104.04794 (2021) - [i15]Alexander Richard, Michael Zollhöfer, Yandong Wen, Fernando De la Torre, Yaser Sheikh:
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement. CoRR abs/2104.08223 (2021) - 2020
- [j41]Rubén San Segundo
Parkinson's Disease Tremor Detection in the Wild Using Wearable Accelerometers. Sensors 20(20): 5817 (2020) - [c124]Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, László A. Jeni, Fernando De la Torre:
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning. ECCV (9) 2020: 284-300 - [c123]Hang Chu, Shugao Ma, Fernando De la Torre, Sanja Fidler, Yaser Sheikh:
Expressive Telepresence via Modular Codec Avatars. ECCV (12) 2020: 330-345 - [c122]Ada Zhang
Comparing laboratory and in-the-wild data for continuous Parkinson's Disease tremor detection. EMBC 2020: 5436-5441 - [i14]Stanislav Panev, Francisco Vicente, Fernando De la Torre, Véronique Prinet:
Road Curb Detection and Localization with Monocular Forward-view Vehicle Camera. CoRR abs/2002.12492 (2020) - [i13]Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, László A. Jeni, Fernando De la Torre:
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning. CoRR abs/2007.13666 (2020) - [i12]Alexander Richard, Colin Lea, Shugao Ma, Juergen Gall, Fernando De la Torre, Yaser Sheikh:
Audio- and Gaze-driven Facial Animation of Codec Avatars. CoRR abs/2008.05023 (2020) - [i11]Hang Chu, Shugao Ma, Fernando De la Torre, Sanja Fidler, Yaser Sheikh:
Expressive Telepresence via Modular Codec Avatars. CoRR abs/2008.11789 (2020) - [i10]Denis Tomè, Thiemo Alldieck, Patrick Peluse, Gerard Pons-Moll, Lourdes Agapito, Hernán Badino, Fernando De la Torre:
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera. CoRR abs/2011.01519 (2020)
2010 – 2019
- 2019
- [j40]Chen Change Loy, Xiaoming Liu, Tae-Kyun Kim
Editorial: Special Issue on Deep Learning for Face Analysis. Int. J. Comput. Vis. 127(6-7): 533-536 (2019) - [j39]Wen-Sheng Chu
Learning facial action units with spatiotemporal cues and multi-label sampling. Image Vis. Comput. 81: 1-14 (2019) - [j38]Jayakorn Vongkulbhisal
Discriminative Optimization: Theory and Applications to Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 829-843 (2019) - [j37]Stanislav Panev
Road Curb Detection and Localization With Monocular Forward-View Vehicle Camera. IEEE Trans. Intell. Transp. Syst. 20(9): 3568-3584 (2019) - [c121]Albert Pumarola, Vedanuj Goswami, Francisco Vicente, Fernando De la Torre, Francesc Moreno-Noguer:
Unsupervised Image-to-Video Clothing Transfer. ICCV Workshops 2019: 3181-3184 - 2018
- [j36]Enrique Sánchez-Lozano
A Functional Regression Approach to Facial Landmark Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 40(9): 2037-2050 (2018) - [j35]Miguel Ángel Bautista, Oriol Pujol
Error-Correcting Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2388-2401 (2018) - [c120]Ada Zhang, Rubén San Segundo
Automated Tremor Detection in Parkinson's Disease Using Accelerometer Signals. CHASE 2018: 13-14 - [c119]Jayakorn Vongkulbhisal, Beñat Irastorza Ugalde, Fernando De la Torre, João Paulo Costeira
Inverse Composition Discriminative Optimization for Point Cloud Registration. CVPR 2018: 2993-3001 - 2017
- [j34]Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera
Subspace Procrustes Analysis. Int. J. Comput. Vis. 121(3): 327-343 (2017) - [j33]Wen-Sheng Chu
A Branch-and-Bound Framework for Unsupervised Common Event Discovery. Int. J. Comput. Vis. 123(3): 372-391 (2017) - [j32]Wen-Sheng Chu
Selective Transfer Machine for Personalized Facial Expression Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 529-545 (2017) - [c118]Calvin Murdock, Fernando De la Torre:
Additive Component Analysis. CVPR 2017: 673-681 - [c117]Jayakorn Vongkulbhisal, Fernando De la Torre, João Paulo Costeira
Discriminative Optimization: Theory and Applications to Point Cloud Registration. CVPR 2017: 3975-3983 - [c116]Dong Huang, Longfei Han
Soft-Margin Mixture of Regressions. CVPR 2017: 4058-4066 - [c115]Ada Zhang
Weakly-supervised learning for Parkinson's Disease tremor detection. EMBC 2017: 143-147 - [c114]Dustin Axman, Joana S. Paiva
Beat-to-beat ECG features for time resolution improvements in stress detection. EUSIPCO 2017: 1290-1294 - [c113]Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn:
Learning Spatial and Temporal Cues for Multi-Label Facial Action Unit Detection. FG 2017: 25-32 - [c112]Calvin Murdock, Fernando De la Torre:
Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning. ICCV 2017: 4318-4326 - [c111]Manuel J. Marín-Jiménez
Deep multi-task learning for gait-based biometrics. ICIP 2017: 106-110 - [i9]Jayakorn Vongkulbhisal, Fernando De la Torre, João Paulo Costeira:
Discriminative Optimization: Theory and Applications to Computer Vision Problems. CoRR abs/1707.04318 (2017) - [i8]Joachim de Curtò
High-Resolution Deep Convolutional Generative Adversarial Networks. CoRR abs/1711.06491 (2017) - 2016
- [j31]Xiaoyu Ding, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Qiao Wang:
Cascade of Tasks for facial expression analysis. Image Vis. Comput. 51: 36-48 (2016) - [j30]Feng Zhou, Fernando De la Torre:
Generalized Canonical Time Warping. IEEE Trans. Pattern Anal. Mach. Intell. 38(2): 279-294 (2016) - [j29]Dong Huang, Ricardo Silveira Cabral, Fernando De la Torre:
Robust Regression. IEEE Trans. Pattern Anal. Mach. Intell. 38(2): 363-375 (2016) - [j28]Feng Zhou, Fernando De la Torre:
Spatio-Temporal Matching for Human Pose Estimation in Video. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1492-1504 (2016) - [j27]Feng Zhou, Fernando De la Torre:
Factorized Graph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 38(9): 1774-1789 (2016) - [j26]Ji Zhao
Feature and Region Selection for Visual Learning. IEEE Trans. Image Process. 25(3): 1084-1094 (2016) - [j25]Kaili Zhao
Joint Patch and Multi-label Learning for Facial Action Unit and Holistic Expression Recognition. IEEE Trans. Image Process. 25(8): 3931-3946 (2016) - [j24]Jiabei Zeng
Confidence Preserving Machine for Facial Action Unit Detection. IEEE Trans. Image Process. 25(10): 4753-4767 (2016) - [c110]Jayakorn Vongkulbhisal, Ricardo Silveira Cabral, Fernando De la Torre, João Paulo Costeira
Motion from Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories. CVPR 2016: 5639-5647 - [i7]Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn:
Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection. CoRR abs/1608.00911 (2016) - [i6]Ramon Sanabria, Florian Metze, Fernando De la Torre:
Robust end-to-end deep audiovisual speech recognition. CoRR abs/1611.06986 (2016) - [i5]Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martínez, Fernando De la Torre, Michel F. Valstar:
A Functional Regression approach to Facial Landmark Tracking. CoRR abs/1612.02203 (2016) - 2015
- [j23]Ricardo Silveira Cabral
Matrix Completion for Weakly-Supervised Multi-Label Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 121-135 (2015) - [j22]Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie:
Pareto models for discriminative multiclass linear dimensionality reduction. Pattern Recognit. 48(5): 1863-1877 (2015) - [j21]Jeffrey M. Girard
Estimating smile intensity: A better way. Pattern Recognit. Lett. 66: 13-21 (2015) - [j20]Francisco Vicente, Zehua Huang, Xuehan Xiong, Fernando De la Torre, Wende Zhang, Dan Levi:
Driver Gaze Tracking and Eyes Off the Road Detection System. IEEE Trans. Intell. Transp. Syst. 16(4): 2014-2027 (2015) - [c109]Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang:
Joint patch and multi-label learning for facial action unit detection. CVPR 2015: 2207-2216 - [c108]Xuehan Xiong, Fernando De la Torre:
Global supervised descent method. CVPR 2015: 2664-2673 - [c107]Terrance E. Boult, Fernando De la Torre, Slobodan Ribaric, Vitomir Struc:
Foreword - De-identification for Privacy Protection in Multimedia 2015. FG 2015: 1-2 - [c106]Jeffrey M. Girard
How much training data for facial action unit detection? FG 2015: 1-8 - [c105]Fernando De la Torre, Wen-Sheng Chu, Xuehan Xiong, Francisco Vicente, Xiaoyu Ding, Jeffrey F. Cohn:
IntraFace. FG 2015: 1-8 - [c104]Calvin Murdock, Fernando De la Torre:
Semantic Component Analysis. ICCV 2015: 1484-1492 - [c103]Wen-Sheng Chu, Jiabei Zeng
Unsupervised Synchrony Discovery in Human Interaction. ICCV 2015: 3146-3154 - [c102]Jiabei Zeng
Confidence Preserving Machine for Facial Action Unit Detection. ICCV 2015: 3622-3630 - [i4]Miguel Ángel Bautista, Oriol Pujol, Fernando De la Torre, Sergio Escalera:
Error-Correcting Factorization. CoRR abs/1502.07976 (2015) - 2014
- [j19]Minyoung Kim, Fernando De la Torre:
Multiple instance learning via Gaussian processes. Data Min. Knowl. Discov. 28(4): 1078-1106 (2014) - [j18]Minh Hoai Nguyen, Fernando De la Torre:
Max-Margin Early Event Detectors. Int. J. Comput. Vis. 107(2): 191-202 (2014) - [j17]Laura Igual
Continuous Generalized Procrustes analysis. Pattern Recognit. 47(2): 659-671 (2014) - [j16]Minh Hoai Nguyen, Lorenzo Torresani, Fernando De la Torre, Carsten Rother:
Learning discriminative localization from weakly labeled data. Pattern Recognit. 47(3): 1523-1534 (2014) - [c101]Ehsan Adeli-Mosabbeb
Multi-label Discriminative Weakly-Supervised Human Activity Recognition and Localization. ACCV (5) 2014: 241-258 - [c100]Yingying Zhu, Dong Huang, Fernando De la Torre, Simon Lucey
Complex Non-rigid Motion 3D Reconstruction by Union of Subspaces. CVPR 2014: 1542-1549 - [c99]Feng Zhou, Fernando De la Torre:
Spatio-temporal Matching for Human Detection in Video. ECCV (6) 2014: 62-77 - [c98]Dong Huang, Shitong Yao, Yi Wang, Fernando De la Torre:
Sequential Max-Margin Event Detectors. ECCV (3) 2014: 410-424 - [c97]Xavier Perez-Sala, Fernando De la Torre, Laura Igual
Subspace Procrustes Analysis. ECCV Workshops (1) 2014: 654-668 - [c96]Ekaterina H. Taralova, Fernando De la Torre, Martial Hebert:
Motion Words for Videos. ECCV (1) 2014: 725-740 - [c95]Vinod Sharma, Kunal Mankodiya
SPARK: Personalized Parkinson Disease Interventions through Synergy between a Smartphone and a Smartwatch. HCI (10) 2014: 103-114 - [c94]Ricardo Silveira Cabral, João Paulo Costeira
Optimal no-intersection multi-label binary localization for time series using totally unimodular linear programming. ICIP 2014: 3127-3130 - [i3]Xuehan Xiong, Fernando De la Torre:
Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision. CoRR abs/1405.0601 (2014) - [i2]Ji Zhao, Liantao Wang, Ricardo Silveira Cabral, Fernando De la Torre:
Feature and Region Selection for Visual Learning. CoRR abs/1407.5245 (2014) - 2013
- [j15]Yan Tian, Leonid Sigal, Fernando De la Torre, Yonghua Jia:
Canonical locality preserving Latent Variable Model for discriminative pose inference. Image Vis. Comput. 31(3): 223-230 (2013) - [j14]Feng Zhou, Fernando De la Torre, Jessica K. Hodgins:
Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion. IEEE Trans. Pattern Anal. Mach. Intell. 35(3): 582-596 (2013) - [c93]László A. Jeni, Jeffrey F. Cohn, Fernando De la Torre:
Facing Imbalanced Data-Recommendations for the Use of Performance Metrics. ACII 2013: 245-251 - [c92]Xuehan Xiong, Fernando De la Torre:
Supervised Descent Method and Its Applications to Face Alignment. CVPR 2013: 532-539 - [c91]Feng Zhou, Fernando De la Torre:
Deformable Graph Matching. CVPR 2013: 2922-2929 - [c90]Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn:
Selective Transfer Machine for Personalized Facial Action Unit Detection. CVPR 2013: 3515-3522 - [c89]László A. Jeni, Jeffrey M. Girard
Continuous AU intensity estimation using localized, sparse facial feature space. FG 2013: 1-7 - [c88]Petia Georgieva
Robust Principal Component Analysis for Improving Cognitive Brain States Discrimination from fMRI. IbPRIA 2013: 165-172 - [c87]Petia Georgieva
Robust Principal Component Analysis for Brain Imaging. ICANN 2013: 288-295 - [c86]Deyu Meng, Fernando De la Torre:
Robust Matrix Factorization with Unknown Noise. ICCV 2013: 1337-1344 - [c85]Xiaoyu Ding, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Qiao Wang:
Facial Action Unit Event Detection by Cascade of Tasks. ICCV 2013: 2400-2407 - [c84]Ricardo Silveira Cabral, Fernando De la Torre, João Paulo Costeira
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition. ICCV 2013: 2488-2495 - [c83]Moritz Tenorth, Fernando De la Torre, Michael Beetz
Learning probability distributions over partially-ordered human everyday activities. ICRA 2013: 4539-4544 - 2012
- [j13]Fernando De la Torre:
A Least-Squares Framework for Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1041-1055 (2012) - [c82]Feng Zhou, Fernando De la Torre:
Factorized graph matching. CVPR 2012: 127-134 - [c81]Risheng Liu, Zhouchen Lin, Fernando De la Torre, Zhixun Su
Fixed-rank representation for unsupervised visual learning. CVPR 2012: 598-605 - [c80]Feng Zhou, Fernando De la Torre:
Generalized time warping for multi-modal alignment of human motion. CVPR 2012: 1282-1289 - [c79]Minh Hoai Nguyen, Fernando De la Torre:
Max-margin early event detectors. CVPR 2012: 2863-2870 - [c78]Dong Huang, Fernando De la Torre:
Facial Action Transfer with Personalized Bilinear Regression. ECCV (2) 2012: 144-158 - [c77]Enrique Sánchez-Lozano
Continuous Regression for Non-rigid Image Alignment. ECCV (7) 2012: 250-263 - [c76]Wen-Sheng Chu, Feng Zhou, Fernando De la Torre:
Unsupervised Temporal Commonality Discovery. ECCV (4) 2012: 373-387 - [c75]Dong Huang, Ricardo Silveira Cabral, Fernando De la Torre:
Robust Regression. ECCV (4) 2012: 616-630 - [c74]Samarjit Das, Breogan Amoedo, Fernando De la Torre, Jessica K. Hodgins:
Detecting Parkinsons' symptoms in uncontrolled home environments: A multiple instance learning approach. EMBC 2012: 3688-3691 - [c73]Samarjit Das, Jestin N. Carlson, Fernando De la Torre, Paul E. Phrampus, Jessica K. Hodgins:
Multimodal feature analysis for quantitative performance evaluation of endotracheal intubation (ETI). ICASSP 2012: 621-624 - [c72]Wei Liu, George Kantor, Fernando De la Torre, Nanning Zheng:
Image-based tree pruning. ROBIO 2012: 2072-2077 - [c71]Minh Hoai Nguyen, Fernando De la Torre:
Maximum Margin Temporal Clustering. AISTATS 2012: 520-528 - [i1]Risheng Liu, Zhouchen Lin, Fernando De la Torre, Zhixun Su:
Fixed-Rank Representation for Unsupervised Visual Learning. CoRR abs/1203.2210 (2012) - 2011
- [j12]Oscar Déniz
Face recognition using Histograms of Oriented Gradients. Pattern Recognit. Lett. 32(12): 1598-1603 (2011) - [j11]Lili Pan, Wen-Sheng Chu, Jason M. Saragih, Fernando De la Torre, Mei Xie:
Fast and Robust Circular Object Detection With Probabilistic Pairwise Voting. IEEE Signal Process. Lett. 18(11): 639-642 (2011) - [j10]Yunfeng Zhu, Fernando De la Torre, Jeffrey F. Cohn, Yu-Jin Zhang:
Dynamic Cascades with Bidirectional Bootstrapping for Action Unit Detection in Spontaneous Facial Behavior. IEEE Trans. Affect. Comput. 2(2): 79-91 (2011) - [j9]J. Rafael Tena, Fernando De la Torre, Iain A. Matthews:
Interactive region-based linear 3D face models. ACM Trans. Graph. 30(4): 76 (2011) - [c70]Fernando De la Torre, Tomas Simon, Zara Ambadar, Jeffrey F. Cohn:
Fast-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding. ACII (1) 2011: 57-66 - [c69]Dong Huang, Kelly Meyers, Séverine Henry, Fernando De la Torre, Charles Christopher Horn:
Non-rigid tracking of musk shrews in video for detection of emetic episodes. CVPR Workshops 2011: 17-23 - [c68]Dong Huang, Yuandong Tian, Fernando De la Torre:
Local isomorphism to solve the pre-image problem in kernel methods. CVPR 2011: 2761-2768 - [c67]Dong Huang, Markus Storer, Fernando De la Torre, Horst Bischof:
Supervised local subspace learning for continuous head pose estimation. CVPR 2011: 2921-2928 - [c66]Minh Hoai Nguyen, Zhen-Zhong Lan, Fernando De la Torre:
Joint segmentation and classification of human actions in video. CVPR 2011: 3265-3272 - [c65]Karim T. Abou-Moustafa, Mohak Shah, Fernando De la Torre, Frank P. Ferrie:
Relaxed Exponential Kernels for Unsupervised Learning. DAGM-Symposium 2011: 184-195 - [c64]Ricardo Silveira Cabral, João Paulo Costeira
Time and order estimation of paintings based on visual features and expert priors. Computer Vision and Image Analysis of Art 2011: 78690G - [c63]Samarjit Das, Laura C. Trutoiu, Akihiko Murai, Dunbar Alcindor, Michael Oh, Fernando De la Torre, Jessica K. Hodgins:
Quantitative measurement of motor symptoms in Parkinson's disease: A study with full-body motion capture data. EMBC 2011: 6789-6792 - [c62]Ying Chen, Fernando De la Torre:
Active conditional models. FG 2011: 137-142 - [c61]Gemma Roig
Hierarchical CRF with product label spaces for parts-based models. FG 2011: 657-664 - [c60]Ekaterina H. Taralova, Fernando De la Torre, Martial Hebert:
Source constrained clustering. ICCV 2011: 1927-1934 - [c59]Ricardo Silveira Cabral, João Paulo Costeira
Fast incremental method for matrix completion: An application to trajectory correction. ICIP 2011: 1417-1420 - [c58]Ricardo Silveira Cabral, Fernando De la Torre, João Paulo Costeira, Alexandre Bernardino:
Matrix Completion for Multi-label Image Classification. NIPS 2011: 190-198 - [p2]Fernando De la Torre, Jeffrey F. Cohn:
Facial Expression Analysis. Visual Analysis of Humans 2011: 377-409 - 2010
- [j8]Minh Hoai Nguyen, Fernando De la Torre:
Metric Learning for Image Alignment. Int. J. Comput. Vis. 88(1): 69-84 (2010) - [j7]Jose Gonzalez-Mora, Fernando De la Torre, Nicolás Guil
Learning a generic 3D face model from 2D image databases using incremental Structure-from-Motion. Image Vis. Comput. 28(7): 1117-1129 (2010) - [j6]Minh Hoai Nguyen, Fernando De la Torre:
Optimal feature selection for support vector machines. Pattern Recognit. 43(3): 584-591 (2010) - [c57]Yan Tian, Leonid Sigal, Hernán Badino, Fernando De la Torre, Yong Liu:
Latent Gaussian Mixture Regression for Human Pose Estimation. ACCV (3) 2010: 679-690 - [c56]Laura Igual, Fernando De la Torre:
Continuous procrustes analysis to learn 2D shape models from 3D objects. CVPR Workshops 2010: 17-22 - [c55]Feng Zhou, Fernando De la Torre, Jeffrey F. Cohn:
Unsupervised discovery of facial events. CVPR 2010: 2574-2581 - [c54]Tomas Simon, Minh Hoai Nguyen, Fernando De la Torre, Jeffrey F. Cohn:
Action unit detection with segment-based SVMs. CVPR 2010: 2737-2744 - [c53]Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie:
Pareto discriminant analysis. CVPR 2010: 3602-3609 - [c52]Zengyin Zhang, Minyoung Kim, Fernando De la Torre, Wende Zhang:
A Real-Time System for Head Tracking and Pose Estimation. ECCV Workshops (1) 2010: 329-341 - [c51]Dong Huang, Fernando De la Torre:
Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis. ECCV (2) 2010: 364-377 - [c50]Minyoung Kim, Fernando De la Torre:
Local Minima Embedding. ICML 2010: 527-534 - [c49]Minyoung Kim, Fernando De la Torre:
Gaussian Processes Multiple Instance Learning. ICML 2010: 535-542 - [c48]Yang Liu, Feng Zhou, Wei Liu, Fernando De la Torre, Yan Liu:
Unsupervised summarization of rushes videos. ACM Multimedia 2010: 751-754 - [c47]Oscar Déniz, Gloria Bueno García, Jesús Salido, Fernando De la Torre:
Face Recognition with Histograms of Oriented Gradients. VISAPP (2) 2010: 339-344
2000 – 2009
- 2009
- [j5]Javier Melenchón, Elisa Martínez
Emphatic Visual Speech Synthesis. IEEE Trans. Speech Audio Process. 17(3): 459-468 (2009) - [c46]Jeffrey F. Cohn, T. S. Kruez, Iain A. Matthews, Ying Yang, Minh Hoai Nguyen, M. T. Padilla, Feng Zhou, Fernando De la Torre:
Detecting depression from facial actions and vocal prosody. ACII 2009: 1-7 - [c45]Yunfeng Zhu, Fernando De la Torre, Jeffrey F. Cohn, Yu-Jin Zhang:
Dynamic cascades with bidirectional bootstrapping for spontaneous facial action unit detection. ACII 2009: 1-8 - [c44]Ekaterina H. Spriggs, Fernando De la Torre, Martial Hebert:
Temporal segmentation and activity classification from first-person sensing. CVPR Workshops 2009: 17-24 - [c43]Jose Gonzalez-Mora, Nicolás Guil
Efficient image alignment using linear appearance models. CVPR 2009: 2230-2237 - [c42]Gemma Roig, Xavier Boix, Fernando De la Torre:
Optimal feature selection for subspace image matching. ICCV Workshops 2009: 200-205 - [c41]Nuria Brunet, Francisco Perez, Fernando De la Torre:
Learning good features for Active Shape Models. ICCV Workshops 2009: 206-211 - [c40]Feng Zhou, Fernando De la Torre:
Canonical Time Warping for Alignment of Human Behavior. NIPS 2009: 2286-2294 - [p1]Ralph Gross, Latanya Sweeney, Jeffrey F. Cohn, Fernando De la Torre, Simon Baker:
Face De-identification. Protecting Privacy in Video Surveillance 2009: 129-146 - 2008
- [j4]Minh Hoai Nguyen, Jean-François Lalonde
Image-based Shaving. Comput. Graph. Forum 27(2): 627-635 (2008) - [c39]Ralph Gross, Latanya Sweeney, Jeffrey F. Cohn, Fernando De la Torre, Simon Baker:
Model-Based De-Identification of Facial Images. AMIA 2008 - [c38]Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker:
Semi-supervised learning of multi-factor models for face de-identification. CVPR 2008 - [c37]Minh Hoai Nguyen, Fernando De la Torre:
Local minima free Parameterized Appearance Models. CVPR 2008 - [c36]Fernando De la Torre, Minh Hoai Nguyen:
Parameterized Kernel Principal Component Analysis: Theory and applications to supervised and unsupervised image alignment. CVPR 2008 - [c35]Minh Hoai Nguyen, Joan Perez, Fernando De la Torre:
Facial feature detection with optimal pixel reduction SVM. FG 2008: 1-6 - [c34]Minh Hoai Nguyen, Fernando De la Torre:
Learning image alignment without local minima for face detection and tracking. FG 2008: 1-7 - [c33]Feng Zhou, Fernando De la Torre, Jessica K. Hodgins:
Aligned Cluster Analysis for temporal segmentation of human motion. FG 2008: 1-7 - [c32]José María Cabero, Fernando De la Torre, Galder Unibaso, Aritz Sanchez:
Tracking algorithms based on dynamics of individuals and multidimensional scaling. ISWPC 2008: 388-395 - [c31]Minh Hoai Nguyen, Fernando De la Torre:
Robust Kernel Principal Component Analysis. NIPS 2008: 1185-1192 - 2007
- [c30]Fernando De la Torre, Alvaro Collet, Manuel Quero, Jeffrey F. Cohn, Takeo Kanade:
Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models. CVPR 2007 - [c29]Fernando De la Torre, Oriol Vinyals:
Learning Kernel Expansions for Image Classification. CVPR 2007 - [c28]Jose Gonzalez-Mora, Fernando De la Torre, Rajesh Murthi, Nicolás Guil
Bilinear Active Appearance Models. ICCV 2007: 1-8 - [c27]Fernando De la Torre, Joan Campoy, Zara Ambadar, Jeff F. Conn:
Temporal Segmentation of Facial Behavior. ICCV 2007: 1-8 - [c26]Fernando De la Torre, Carlos Agell:
Multimodal Diaries. ICME 2007: 839-842 - [c25]José María Cabero, Fernando De la Torre, Aritz Sanchez, Iñigo Arizaga:
Indoor people tracking based on dynamic weighted multidimensional scaling. MSWiM 2007: 328-335 - [c24]Fernando De la Torre, Joan Campoy, Jeffrey F. Cohn, Takeo Kanade:
Simultaneous registration and clustering for temporal segmentation of facial gestures from video. VISAPP (2) 2007: 110-115 - [c23]Fernando De la Torre, Oriol Vinyals:
Parameterized kernels for support vector machine classification. VISAPP (2) 2007: 116-121 - [c22]Fernando De la Torre, Alvaro Collet, Jeffrey F. Cohn, Takeo Kanade:
Robust appearance matching with filtered component analysis. VISAPP (1) 2007: 207-212 - 2006
- [c21]Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker:
Model-Based Face De-Identification. CVPR Workshops 2006: 161 - [c20]Simon Lucey
AAM Derived Face Representations for Robust Facial Action Recognition. FGR 2006: 155-162 - [c19]Carlos Vallespí, Fernando De la Torre, Manuela M. Veloso, Takeo Kanade:
Automatic Clustering of Faces in Meetings. ICIP 2006: 1841-1844 - [c18]Fernando De la Torre, Takeo Kanade:
Discriminative cluster analysis. ICML 2006: 241-248 - 2005
- [c17]Fernando De la Torre, Ralph Gross, Simon Baker, B. V. K. Vijaya Kumar
Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class. CVPR (2) 2005: 266-273 - [c16]Fernando De la Torre, Takeo Kanade:
Multimodal oriented discriminant analysis. ICML 2005: 177-184 - [c15]Fernando De la Torre, Carlos Vallespí, Paul E. Rybski, Manuela M. Veloso, Takeo Kanade:
Learning to Track Multiple People in Omnidirectional Video. ICRA 2005: 4150-4155 - 2004
- [j3]Javier Cortadellas, Josep Amat
Robust normalization of silhouettes for recognition applications. Pattern Recognit. Lett. 25(5): 591-601 (2004) - [c14]Paul E. Rybski, Fernando De la Torre, Raju Patil, Carlos Vallespí, Manuela M. Veloso, Brett Browning:
CAMEO: Modeling Human Activity in Formal Meeting Situations. AAAI 2004: 1032-1033 - [c13]Fernando De la Torre, Jordi Casoliva, Jeffrey F. Cohn:
Learning 3D Appearance Models from Video. FGR 2004: 645-650 - [c12]Paul E. Rybski, Satanjeev Banerjee, Fernando De la Torre, Carlos Vallespí, Alexander I. Rudnicky, Manuela M. Veloso:
Segmentation and classification of meetings using multiple information streams. ICMI 2004: 335-336 - [c11]Paul E. Rybski, Fernando De la Torre, Raju Patil, Carlos Vallespí, Manuela M. Veloso, Brett Browning:
CAMEO: Camera Assisted Meeting Event Observer. ICRA 2004: 1634-1639 - 2003
- [j2]Fernando De la Torre, Michael J. Black:
Robust parameterized component analysis: theory and applications to 2D facial appearance models. Comput. Vis. Image Underst. 91(1-2): 53-71 (2003) - [j1]Fernando De la Torre, Michael J. Black:
A Framework for Robust Subspace Learning. Int. J. Comput. Vis. 54(1-3): 117-142 (2003) - [c10]Javier Melenchón, Fernando De la Torre, Ignasi Iriondo Sanz
Text to visual synthesis with appearance models. ICIP (1) 2003: 237-240 - [c9]Fernando De la Torre, Carlos Javier Garcia Rubio, Elisa Martínez:
Subspace eyetracking for driver warning. ICIP (3) 2003: 329-332 - 2002
- [c8]Fernando De la Torre, Michael J. Black:
Robust Parameterized Component Analysis. ECCV (4) 2002: 653-669 - 2001
- [c7]Fernando De la Torre, Michael J. Black:
Dynamic Coupled Component Analysis. CVPR (2) 2001: 643-650 - [c6]Fernando De la Torre, Michael J. Black:
Robust Principal Component Analysis for Computer Vision. ICCV 2001: 362-369 - 2000
- [c5]Hedvig Sidenbladh, Fernando De la Torre, Michael J. Black:
A Framework for Modeling the Appearance of 3D Articulated Figures. FG 2000: 368-377 - [c4]Fernando De la Torre, Yaser Yacoob, Larry S. Davis:
A Probabilistic Framework for Rigid and Non-Rigid Appearance Based Tracking and Recognition. FG 2000: 491-498 - [c3]Fernando De la Torre, Javier Melenchón, Jordi Vitrià
Eigenfiltering for Flexible Eigentracking (EFE). ICPR 2000: 7118-7121
1990 – 1999
- 1998
- [c2]Fernando De la Torre, Shaogang Gong, Stephen J. McKenna
View-Based Adaptive Affine Tracking. ECCV (1) 1998: 828-842 - [c1]Fernando De la Torre, Shaogang Gong, Stephen J. McKenna:
View Alignment with Dynamically Updated Affine Tracking. FG 1998: 510-515
Coauthor Index
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