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Lefei Zhang
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2020 – today
- 2024
- [j100]Youfa Liu
, Bo Du, Yongyong Chen
Convex-Concave Tensor Robust Principal Component Analysis. Int. J. Comput. Vis. 132(5): 1721-1747 (2024) - [j99]Muqi Huang, Wei Yu, Lefei Zhang
DF3Net: Dual frequency feature fusion network with hierarchical transformer for image inpainting. Inf. Fusion 111: 102487 (2024) - [j98]Zilin Qin, Lefei Zhang:
DSQNet: Enhancing Change Detection Network via Deep Semantics Query for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j97]Zhiyu Zheng
Enhancing the Semi-Supervised Semantic Segmentation With Prototype-Based Supervision for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j96]Youfa Liu
Robust multiple subspaces transfer for heterogeneous domain adaptation. Pattern Recognit. 152: 110473 (2024) - [j95]Meng Lan, Fu Rong
Bidirectional correlation-driven inter-frame interaction Transformer for referring video object segmentation. Pattern Recognit. 153: 110535 (2024) - [j94]Yangyang Xu
Multi-Task Learning With Multi-Query Transformer for Dense Prediction. IEEE Trans. Circuits Syst. Video Technol. 34(2): 1228-1240 (2024) - [j93]Meng Lan
Language Query-Based Transformer With Multiscale Cross-Modal Alignment for Visual Grounding on Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j92]Yapeng Li
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j91]Fulin Luo
SDST: Self-Supervised Double-Structure Transformer for Hyperspectral Images Clustering. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j90]Liang Lv, Lefei Zhang
Advancing Data-Efficient Exploitation for Semi-Supervised Remote Sensing Images Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j89]Hang Sun
Spatial Focused Bitemporal Interactive Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j88]Yichu Xu, Yonghao Xu
S³ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j87]Cong Yang, Zuchao Li, Lefei Zhang
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j86]Yongshan Zhang
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j85]Tianpeng Liu, Jing Li, Jia Wu, Lefei Zhang, Jun Chang, Jun Wan, Lezhi Lian:
Tracking With Saliency Region Transformer. IEEE Trans. Image Process. 33: 285-296 (2024) - [j84]Yongshan Zhang
Fast Projected Fuzzy Clustering With Anchor Guidance for Multimodal Remote Sensing Imagery. IEEE Trans. Image Process. 33: 4640-4653 (2024) - [j83]Shi Chen, Lefei Zhang, Liangpei Zhang:
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. 33: 5878-5891 (2024) - [j82]Hongyu Li
MICCF: A Mutual Information Constrained Clustering Framework for Learning Clustering-Oriented Feature Representations. ACM Trans. Knowl. Discov. Data 18(8): 205:1-205:22 (2024) - [c73]Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao:
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis. AAAI 2024: 18869-18878 - [c72]Xiangke Zeng, Zuchao Li, Lefei Zhang, Ping Wang, Hongqiu Wu, Hai Zhao:
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction. ECAI 2024: 3828-3835 - [c71]Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du:
Sparse is Enough in Fine-tuning Pre-trained Large Language Models. ICML 2024 - [c70]Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao:
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. ICML 2024 - [c69]Muqi Huang, Chaoyue Wang, Yong Luo, Lefei Zhang:
Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting. IJCAI 2024: 875-883 - [c68]Xu Zhang, Bo Ni, Yang Yang, Lefei Zhang:
MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation. MICCAI (9) 2024: 425-434 - [i47]Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao:
Intention Analysis Prompting Makes Large Language Models A Good Jailbreak Defender. CoRR abs/2401.06561 (2024) - [i46]Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao:
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. CoRR abs/2402.00433 (2024) - [i45]Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao:
Mitigating Reward Hacking via Information-Theoretic Reward Modeling. CoRR abs/2402.09345 (2024) - [i44]Tianshuo Peng, Zuchao Li, Lefei Zhang, Hai Zhao, Ping Wang, Bo Du:
Multi-modal Auto-regressive Modeling via Visual Words. CoRR abs/2403.07720 (2024) - [i43]Quanwei Liu, Yanni Dong, Tao Huang, Lefei Zhang, Bo Du:
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification. CoRR abs/2404.01673 (2024) - [i42]Ning Wang, Lefei Zhang, Angel X. Chang:
M2DNeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields. CoRR abs/2405.05010 (2024) - [i41]Cong Yang, Zuchao Li, Lefei Zhang:
MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description. CoRR abs/2406.04716 (2024) - [i40]Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang:
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR abs/2406.11519 (2024) - [i39]Yuchen Zou, Yineng Chen, Zuchao Li, Lefei Zhang, Hai Zhao:
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba. CoRR abs/2406.16722 (2024) - [i38]Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao:
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models. CoRR abs/2408.10174 (2024) - [i37]Xu Zhang, Jiaqi Ma, Guoli Wang, Qian Zhang, Huan Zhang, Lefei Zhang:
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration. CoRR abs/2408.15994 (2024) - [i36]Xiangke Zeng, Zuchao Li, Lefei Zhang, Ping Wang, Hongqiu Wu, Hai Zhao:
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction. CoRR abs/2409.04150 (2024) - [i35]Cong Yang, Zuchao Li, Hongzan Jiao, Zhi Gao, Lefei Zhang:
Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning. CoRR abs/2409.12612 (2024) - [i34]Luohe Shi, Yao Yao, Zuchao Li, Lefei Zhang, Hai Zhao:
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models. CoRR abs/2409.20181 (2024) - 2023
- [j81]Shi Chen
Fused pyramid attention network for single image super-resolution. IET Image Process. 17(6): 1681-1693 (2023) - [j80]Jiaqi Ma
Restoration and enhancement on low exposure raw images by joint demosaicing and denoising. Neural Networks 162: 557-570 (2023) - [j79]Shi Chen
MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j78]Hang Sun
Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j77]Haobo Yuan
Monocular Road Planar Parallax Estimation. IEEE Trans. Image Process. 32: 3690-3701 (2023) - [c67]Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao:
Learning to Learn Better for Video Object Segmentation. AAAI 2023: 1205-1212 - [c66]Yangyang Xu, Yibo Yang, Lefei Zhang:
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. AAAI 2023: 3072-3080 - [c65]Hongyu Li, Lefei Zhang, Kehua Su:
Dual Mutual Information Constraints for Discriminative Clustering. AAAI 2023: 8571-8579 - [c64]Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao:
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. ACL (1) 2023: 16318-16333 - [c63]Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV 2023: 12052-12062 - [c62]Yangyang Xu, Yibo Yang, Lefei Zhang:
Multi-Task Learning with Knowledge Distillation for Dense Prediction. ICCV 2023: 21493-21502 - [c61]Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao:
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. ICML 2023: 4764-4803 - [c60]Tong Liu, Jing Li, Jia Wu, Lefei Zhang, Shanshan Zhao, Jun Chang, Jun Wan:
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation. IJCAI 2023: 1213-1221 - [c59]Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao:
iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. IJCAI 2023: 5131-5140 - [c58]Congying Xing, Lefei Zhang:
Multi-Scale Depth-Aware Unsupervised Domain Adaption in Semantic Segmentation. IJCNN 2023: 1-8 - [i33]Yangyang Xu, Yibo Yang, Lefei Zhang:
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. CoRR abs/2301.03461 (2023) - [i32]Xin Yan, Zuchao Li, Lefei Zhang, Bo Du, Dacheng Tao:
Centroid-centered Modeling for Efficient Vision Transformer Pre-training. CoRR abs/2303.04664 (2023) - [i31]Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR abs/2303.06682 (2023) - [i30]Jiaqi Ma, Tianheng Cheng, Guoli Wang, Qian Zhang, Xinggang Wang, Lefei Zhang:
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration. CoRR abs/2306.13653 (2023) - [i29]Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao:
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. CoRR abs/2306.14913 (2023) - [i28]Meng Lan, Fu Rong, Lefei Zhang:
Referring Video Object Segmentation with Inter-Frame Interaction and Cross-Modal Correlation. CoRR abs/2307.00536 (2023) - [i27]Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao:
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. CoRR abs/2307.00631 (2023) - [i26]Yibo Yang, Haobo Yuan
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR abs/2308.01746 (2023) - [i25]Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao:
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR abs/2308.05721 (2023) - [i24]Shi Chen, Lefei Zhang, Liangpei Zhang:
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. CoRR abs/2311.17340 (2023) - [i23]Cong Yang, Zuchao Li, Lefei Zhang:
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning. CoRR abs/2312.01191 (2023) - [i22]Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao:
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment Analysis. CoRR abs/2312.08084 (2023) - [i21]Weixi Song
Sparse is Enough in Fine-tuning Pre-trained Large Language Model. CoRR abs/2312.11875 (2023) - 2022
- [j76]Ziqing Lu, Chang Xu
LocalDrop: A Hybrid Regularization for Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3590-3601 (2022) - [j75]Yichu Xu, Lefei Zhang
Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3351-3364 (2022) - [j74]Lefei Zhang
Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [c57]Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang:
Siamese Network with Interactive Transformer for Video Object Segmentation. AAAI 2022: 1228-1236 - [c56]Congying Xing, Gao Li, Lefei Zhang:
BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation. CICAI (1) 2022: 54-66 - [c55]Yangyang Xu, Lefei Zhang:
DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning. CICAI (1) 2022: 117-128 - [c54]Yawei Li
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. CVPR Workshops 2022: 1061-1101 - [c53]Haobo Yuan
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) 2022: 582-599 - [c52]Lefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang
Unsupervised Ensemble Distillation for Multi-Organ Segmentation. ISBI 2022: 1-5 - [c51]Ning Wang
GT-MUST: Gated Try-on by Learning the Mannequin-Specific Transformation. ACM Multimedia 2022: 2182-2190 - [c50]Muqi Huang, Lefei Zhang:
Atrous Pyramid Transformer with Spectral Convolution for Image Inpainting. ACM Multimedia 2022: 4674-4683 - [c49]Jiaqi Ma
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer. ACM Multimedia 2022: 5842-5852 - [i20]Yangyang Xu, Xiangtai Li, Haobo Yuan
Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR abs/2205.14354 (2022) - [i19]Jiaqi Ma, Shengyuan Yan, Lefei Zhang, Guoli Wang, Qian Zhang:
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer. CoRR abs/2208.14704 (2022) - [i18]Meng Lan, Jing Zhang
Learning to Learn Better for Video Object Segmentation. CoRR abs/2212.02112 (2022) - 2021
- [j73]Jiaqi Ma
Discriminative subspace matrix factorization for multiview data clustering. Pattern Recognit. 111: 107676 (2021) - [j72]Chen Wu
Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5180-5193 (2021) - [j71]Lefei Zhang
Nonlocal Low-Rank Tensor Completion for Visual Data. IEEE Trans. Cybern. 51(2): 673-685 (2021) - [j70]Ning Wang
Dynamic Selection Network for Image Inpainting. IEEE Trans. Image Process. 30: 1784-1798 (2021) - [j69]Zengmao Wang
Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning. IEEE Trans. Knowl. Data Eng. 33(1): 128-142 (2021) - [c48]Li Gao
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation. AAAI 2021: 7528-7536 - [c47]Zimo Huang, Tian Xia, Jinman Kim, Lefei Zhang, Bo Li:
Combining CNN with Pathological Information for the Detection of Transmissive Lesions of Jawbones from CBCT Images. EMBC 2021: 2972-2975 - [c46]Li Gao
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. ACM Multimedia 2021: 2825-2833 - [i17]Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama:
LocalDrop: A Hybrid Regularization for Deep Neural Networks. CoRR abs/2103.00719 (2021) - [i16]Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan:
Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery. CoRR abs/2103.01717 (2021) - [i15]Li Gao
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. CoRR abs/2107.09600 (2021) - [i14]Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao:
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images. CoRR abs/2108.12611 (2021) - [i13]Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang:
Monocular Road Planar Parallax Estimation. CoRR abs/2111.11089 (2021) - [i12]Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR abs/2112.02582 (2021) - [i11]Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang:
Siamese Network with Interactive Transformer for Video Object Segmentation. CoRR abs/2112.13983 (2021) - 2020
- [j68]Xue Li, Bo Du, Chang Xu
Robust learning with imperfect privileged information. Artif. Intell. 282: 103246 (2020) - [j67]Weixiang Ren, Liming Zhai, Ju Jia, Lina Wang, Lefei Zhang
Learning selection channels for image steganalysis in spatial domain. Neurocomputing 401: 78-90 (2020) - [j66]Meng Lan, Yipeng Zhang, Lefei Zhang
Global context based automatic road segmentation via dilated convolutional neural network. Inf. Sci. 535: 156-171 (2020) - [j65]Jun Wan
Robust face alignment by cascaded regression and de-occlusion. Neural Networks 123: 261-272 (2020) - [j64]Ju Jia, Liming Zhai, Weixiang Ren, Lina Wang, Yanzhen Ren, Lefei Zhang
Transferable heterogeneous feature subspace learning for JPEG mismatched steganalysis. Pattern Recognit. 100: 107105 (2020) - [j63]Liangchen Song, Cheng Wang
Unsupervised domain adaptive re-identification: Theory and practice. Pattern Recognit. 102: 107173 (2020) - [j62]Ning Wang
Multistage attention network for image inpainting. Pattern Recognit. 106: 107448 (2020) - [j61]Xiaochen Yang
Data-augmented matched subspace detector for hyperspectral subpixel target detection. Pattern Recognit. 106: 107464 (2020) - [j60]Sheng Wan
Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(5): 3162-3177 (2020) - [j59]Fulin Luo
Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5336-5353 (2020) - [j58]Youfa Liu
Homologous Component Analysis for Domain Adaptation. IEEE Trans. Image Process. 29: 1074-1089 (2020) - [j57]Liangchen Song, Yonghao Xu
Learning From Synthetic Images via Active Pseudo-Labeling. IEEE Trans. Image Process. 29: 6452-6465 (2020) - [c45]Jingyuan Li, Ning Wang
Recurrent Feature Reasoning for Image Inpainting. CVPR 2020: 7757-7765 - [c44]Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang:
E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation. IJCAI 2020: 701-707 - [c43]Yipeng Zhang, Bo Du, Lefei Zhang, Jia Wu:
Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System. KDD 2020: 627-635 - [i10]Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao:
Recurrent Feature Reasoning for Image Inpainting. CoRR abs/2008.03737 (2020)
2010 – 2019
- 2019
- [j56]Xinyao Tang, Bo Du, Jianzhong Huang, Zengmao Wang, Lefei Zhang:
On combining active and transfer learning for medical data classification. IET Comput. Vis. 13(2): 194-205 (2019) - [j55]Lefei Zhang
Hyperspectral image unsupervised classification by robust manifold matrix factorization. Inf. Sci. 485: 154-169 (2019) - [j54]Xiaochen Yang
MSDH: Matched subspace detector with heterogeneous noise. Pattern Recognit. Lett. 125: 701-707 (2019) - [j53]Ruyue Li, Lefei Zhang
A robust dimensionality reduction and matrix factorization framework for data clustering. Pattern Recognit. Lett. 128: 440-446 (2019) - [j52]Xiaoyan Li
Locally Weighted Discriminant Analysis for Hyperspectral Image Classification. Remote. Sens. 11(2): 109 (2019) - [j51]Xiaoyan Li
Domain Transfer Learning for Hyperspectral Image Super-Resolution. Remote. Sens. 11(6): 694 (2019) - [j50]Bo Du
Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion. IEEE Trans. Cybern. 49(4): 1440-1453 (2019) - [j49]Fulin Luo
Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. IEEE Trans. Cybern. 49(7): 2406-2419 (2019) - [j48]Xue Li, Liangpei Zhang
On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(6): 3204-3220 (2019) - [j47]Jia Shao
Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter. IEEE Trans. Geosci. Remote. Sens. 57(10): 7860-7871 (2019) - [j46]Jia Shao
Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video. IEEE Trans. Geosci. Remote. Sens. 57(11): 8719-8731 (2019) - [c42]Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang:
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. AAAI 2019: 5581-5588 - [c41]Haifeng Xia, Zengmao Wang, Bo Du, Lefei Zhang, Shuai Chen, Gang Chun:
Leveraging Ratings and Reviews with Gating Mechanism for Recommendation. CIKM 2019: 1573-1582 - [c40]Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao:
Fast Spatio-Temporal Residual Network for Video Super-Resolution. CVPR 2019: 10522-10531 - [c39]Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao:
Progressive Reconstruction of Visual Structure for Image Inpainting. ICCV 2019: 5961-5970 - [c38]Youfa Liu
Self-Paced Subspace Clustering. ICME 2019: 350-355 - [c37]Ning Wang
MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting. IJCAI 2019: 3748-3754 - [c36]Yipeng Zhang, Bo Du, Lefei Zhang, Rongchun Li, Yong Dou:
Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure. IJCAI 2019: 4355-4361 - [c35]Jiaqi Ma
Pseudo Supervised Matrix Factorization in Discriminative Subspace. IJCAI 2019: 4554-4560 - [i9]Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao:
Fast Spatio-Temporal Residual Network for Video Super-Resolution. CoRR abs/1904.02870 (2019) - [i8]Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao:
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. CoRR abs/1904.03982 (2019) - [i7]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. CoRR abs/1904.06685 (2019) - [i6]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao:
Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion. CoRR abs/1904.06689 (2019) - [i5]Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang:
Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification. CoRR abs/1905.06133 (2019) - 2018
- [j45]Ziyu Wang, Huafeng Hu, Lefei Zhang, Jing-Hao Xue:
Discriminatively guided filtering (DGF) for hyperspectral image classification. Neurocomputing 275: 1981-1987 (2018) - [j44]Xiaoyan Li
Hyperspectral Image Classification Based on Two-Stage Subspace Projection. Remote. Sens. 10(10): 1565 (2018) - [j43]Lefei Zhang, Qian Zhang, Bo Du
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. IEEE Trans. Cybern. 48(1): 16-28 (2018) - [c34]Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li:
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. AAAI 2018: 2419-2426 - [c33]Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du:
Defect Detection from UAV Images Based on Region-Based CNNs. ICDM Workshops 2018: 385-390 - [c32]Yongjian Zhong, Chang Xu
Independent Feature and Label Components for Multi-label Classification. ICDM 2018: 827-836 - [c31]Pan Xiao, Bo Du, Jia Wu
TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. ICME 2018: 1-6 - [c30]Fulin Luo
Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. IGARSS 2018: 8480-8483 - [c29]Xue Li, Bo Du, Chang Xu
R-SVM+: Robust Learning with Privileged Information. IJCAI 2018: 2411-2417 - [c28]Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu
Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. IJCAI 2018: 2539-2545 - [i4]Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang:
Unsupervised Domain Adaptive Re-Identification: Theory and Practice. CoRR abs/1807.11334 (2018) - [i3]Pan Xiao, Bo Du, Jia Wu, Lefei Zhang, Ruimin Hu, Xuelong Li:
TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. CoRR abs/1808.06206 (2018) - [i2]Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du:
Defect Detection from UAV Images based on Region-Based CNNs. CoRR abs/1811.09473 (2018) - 2017
- [j42]Yanni Dong
LAM3L: Locally adaptive maximum margin metric learning for visual data classification. Neurocomputing 235: 1-9 (2017) - [j41]Wan Li, Liangpei Zhang, Lefei Zhang, Bo Du:
GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 14(9): 1532-1536 (2017) - [j40]Wei Xiong
Combining local and global: Rich and robust feature pooling for visual recognition. Pattern Recognit. 62: 225-235 (2017) - [j39]Mingming Xu
A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction. Remote. Sens. 9(3): 197 (2017) - [j38]Bo Du, Yujia Sun, Chen Wu
Real-time tracking based on weighted compressive tracking and a cognitive memory model. Signal Process. 139: 173-181 (2017) - [j37]Yanni Dong
Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 1136-1150 (2017) - [j36]Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi:
Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 2022-2035 (2017) - [j35]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu
Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. 47(1): 14-26 (2017) - [j34]Bo Du, Wei Xiong
Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Trans. Cybern. 47(4): 1017-1027 (2017) - [j33]Yanni Dong
Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. IEEE Trans. Geosci. Remote. Sens. 55(5): 2509-2524 (2017) - [j32]Zengmao Wang, Bo Du
A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(6): 3071-3083 (2017) - [j31]Weiwei Sun
A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 55(7): 4032-4046 (2017) - [j30]Bo Du, Zengmao Wang, Lefei Zhang
Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. IEEE Trans. Image Process. 26(4): 1694-1707 (2017) - [j29]Nengwen Zhao, Lefei Zhang, Bo Du, Qian Zhang, Jane You, Dacheng Tao:
Robust Dual Clustering with Adaptive Manifold Regularization. IEEE Trans. Knowl. Data Eng. 29(11): 2498-2509 (2017) - [j28]Bo Du, Mengfei Zhang, Lefei Zhang, Ruimin Hu, Dacheng Tao:
PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images. IEEE Trans. Multim. 19(1): 67-79 (2017) - [c27]Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You:
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. AAAI 2017: 1662-1668 - [c26]Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang:
A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. CCCV (2) 2017: 311-322 - [c25]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao:
On Gleaning Knowledge from Multiple Domains for Active Learning. IJCAI 2017: 3013-3019 - [c24]Lefei Zhang, Qian Zhang, Bo Du, Jane You, Dacheng Tao:
Adaptive Manifold Regularized Matrix Factorization for Data Clustering. IJCAI 2017: 3399-3405 - [c23]Zengmao Wang, Bo Du, Lefei Zhang:
Multi-class active learning: A hybrid informative and representative criterion inspired approach. IJCNN 2017: 1510-1517 - [c22]Lefei Zhang, Jane You
A spectral clustering based method for hyperspectral urban image. JURSE 2017: 1-3 - [c21]Fengling Mao, Wei Xiong
Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition. MMM (2) 2017: 368-380 - 2016
- [j27]Mingming Xu
An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. Neurocomputing 173: 397-405 (2016) - [j26]Zengmao Wang, Bo Du
A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification. Neurocomputing 179: 88-100 (2016) - [j25]Fan Zhang
Hierarchical feature learning with dropout k-means for hyperspectral image classification. Neurocomputing 187: 75-82 (2016) - [j24]Bo Du, Shaodong Wang, Nan Wang, Lefei Zhang, Dacheng Tao, Lifu Zhang:
Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach. Neurocomputing 204: 153-161 (2016) - [j23]Juhua Liu
A minimal Munsell value error based laser printer model. Neurocomputing 204: 231-239 (2016) - [j22]Lei Shi
Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination. IEEE Geosci. Remote. Sens. Lett. 13(7): 902-906 (2016) - [j21]Jiangtao Peng, Lefei Zhang, Luoqing Li:
Regularized set-to-set distance metric learning for hyperspectral image classification. Pattern Recognit. Lett. 83: 143-151 (2016) - [j20]Bo Du
A spectral-spatial based local summation anomaly detection method for hyperspectral images. Signal Process. 124: 115-131 (2016) - [j19]Chen Wu
A scene change detection framework for multi-temporal very high resolution remote sensing images. Signal Process. 124: 184-197 (2016) - [j18]Weiwei Sun, Liangpei Zhang, Lefei Zhang, Yenming Mark Lai:
A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4374-4388 (2016) - [j17]Rui Zhao
Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis. IEEE Trans. Geosci. Remote. Sens. 54(3): 1757-1774 (2016) - [j16]Xian Guo, Xin Huang
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 54(6): 3248-3264 (2016) - [j15]Liangpei Zhang, Xiaojie Zhu, Lefei Zhang, Bo Du:
Multidomain Subspace Classification for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54(10): 6138-6150 (2016) - [c20]Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao:
Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. ECCV (3) 2016: 453-468 - [c19]Wei Xiong
Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. ICDM 2016: 519-528 - [c18]Jiameng Pu, Qian Zhang, Lefei Zhang, Bo Du, Jane You
Multiview clustering based on Robust and Regularized Matrix Approximation. ICPR 2016: 2550-2555 - [c17]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang:
A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. IGARSS 2016: 7030-7033 - [c16]Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You
Sparse tensor discriminative locality alignment for gait recognition. IJCNN 2016: 4489-4495 - [c15]Wei Xiong
Denoising auto-encoders toward robust unsupervised feature representation. IJCNN 2016: 4721-4728 - [c14]Mengfei Zhang, Bo Du, Lefei Zhang, Xuelong Li
A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm. PCM (1) 2016: 141-149 - [c13]Huifang Li, Huanfeng Shen
Quality improvement of hyperspectral remote sensing images: A technical overview. WHISPERS 2016: 1-5 - [c12]Jiangtao Peng, Lefei Zhang:
Correntropy-based robust joint sparse representation for hyperspectral image classification. WHISPERS 2016: 1-5 - [c11]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang:
The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data. WHISPERS 2016: 1-4 - 2015
- [j14]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing 147: 358-363 (2015) - [j13]Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang:
基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image). 计算机科学 42(4): 274-275 (2015) - [j12]Yuxiang Zhang, Xuyang Gao, Ting Wang, Lefei Zhang, Bo Du:
一种基于背景自学习的高光谱图像生物信息提取方法 (Background Self-learning Framework for Bio Information Extraction from Hyperspectral Images). 计算机科学 42(4): 292-296 (2015) - [j11]Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognit. 48(10): 3102-3112 (2015) - [j10]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Bo Du:
A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Process. 106: 245-252 (2015) - [j9]Bo Du, Yuxiang Zhang
A hypothesis independent subpixel target detector for hyperspectral Images. Signal Process. 110: 244-249 (2015) - [c10]Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang:
Batch Mode Active Learning for Geographical Image Classification. APWeb 2015: 744-755 - [c9]Wei Xiong
R2FP: Rich and Robust Feature Pooling for Mining Visual Data. ICDM 2015: 469-478 - [c8]Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao:
MMFE: Multitask Multiview Feature Embedding. ICDM 2015: 1105-1110 - [c7]Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang:
Local decision maximum margin metric learning for hyperspectral target detection. IGARSS 2015: 397-400 - 2014
- [j8]Qian Zhang, Lefei Zhang, Yiping Yang, Yuan Tian, Lubin Weng:
Local Patch Discriminative Metric Learning for Hyperspectral Image Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 11(3): 612-616 (2014) - [j7]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 52(2): 1030-1043 (2014) - [j6]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. IEEE Trans. Geosci. Remote. Sens. 52(8): 4955-4965 (2014) - [c6]Bo Du, Mengfei Zhang, Lefei Zhang, Xuelong Li
Hyperspectral biological images compression based on multiway tensor projection. ICME 2014: 1-6 - [c5]Shaodong Wang, Nan Wang, Dacheng Tao, Lefei Zhang, Bo Du:
A K-L divergence constrained sparse NMF for hyperspectral signal unmixing. SPAC 2014: 223-228 - [c4]Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang:
Support tensor machine with local pixel neighborhood for hyperspectral image classification. WHISPERS 2014: 1-4 - [i1]Lefei Zhang:
Tensor Representation and Manifold Learning Methods for Remote Sensing Images. CoRR abs/1401.2871 (2014) - 2013
- [j5]Lei Shi
Supervised Graph Embedding for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 10(2): 216-220 (2013) - [j4]Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 51(1): 242-256 (2013) - [c3]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du:
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. IScIDE 2013: 351-358 - [c2]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. WHISPERS 2013: 1-4 - 2012
- [j3]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 50(3): 879-893 (2012) - [c1]Lefei Zhang, Xin Huang, Bo Du, Liangpei Zhang:
A method for object identification in multispectral image based on tensor approach. WHISPERS 2012: 1-4 - 2011
- [j2]Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
A Multifeature Tensor for Remote-Sensing Target Recognition. IEEE Geosci. Remote. Sens. Lett. 8(2): 374-378 (2011) - 2010
- [j1]Lefei Zhang, Fengqing Han:
A Study Of Wavelet Kernel In Support Vector Regression. Intell. Autom. Soft Comput. 16(5): 777-785 (2010)
Coauthor Index
[j100] [j96] [j92] [j91] [j84] [c71] [i44] [i43] [i40] [i38] [j78] [c64] [c61] [i32] [i29] [i27] [i21] [j76] [j75] [j72] [j71] [j69] [i17] [i16] [j68] [j66] [j65] [j63] [j60] [j59] [j58] [j57] [c45] [c43] [i10] [j56] [j55] [j53] [j50] [j49] [j48] [j47] [j46] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [i9] [i8] [i7] [i6] [i5] [j43] [c34] [c33] [c32] [c31] [c30] [c29] [i4] [i3] [i2] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [c27] [c26] [c25] [c24] [c23] [c21] [j27] [j26] [j25] [j24] [j20] [j17] [j15] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c11] [j14] [j13] [j12] [j11] [j10] [j9] [c10] [c9] [c8] [c7] [j6] [c6] [c5] [c3] [c1]
[j100] [c70] [i47] [i46] [i45] [i40] [i38] [c67] [c63] [i32] [i31] [i26] [i25] [j74] [c53] [c51] [i20] [i18] [j69] [c46] [i15] [i14] [i12] [j68] [j58] [c45] [i10] [j55] [j50] [j49] [c40] [c39] [i9] [i8] [i7] [i6] [j43] [c29] [j42] [j40] [j35] [j34] [j30] [j29] [j28] [c27] [c25] [c24] [j24] [j23] [c20] [c19] [c16] [c15] [j14] [j11] [j10] [c10] [c9] [c8] [j7] [j6] [c5] [j4] [c3] [c2] [j3] [j2]
[j83] [i40] [j79] [c63] [i31] [i24] [j75] [j72] [i16] [j59] [j55] [j49] [j48] [c42] [i7] [i6] [c34] [c30] [j42] [j41] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [c26] [c25] [j27] [j26] [j25] [j22] [j20] [j19] [j18] [j17] [j16] [j15] [c20] [c17] [c16] [c15] [c13] [c11] [j14] [j13] [j11] [j10] [j9] [c10] [c7] [j7] [j6] [c4] [j5] [j4] [c3] [c2] [j3] [c1] [j2]
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