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ORCIDDavid Zhang 0001
David Dapeng Zhang
Person information
- affiliation: Chinese University of Hong Kong, Shenzhen, China
- affiliation: Hong Kong Polytechnic University, Hong Kong
- affiliation (former): Harbin Institute of Technology, China
- affiliation (PhD 1994 (Electrical and Computer Engineering)): University of Waterloo, ON, Canada
- affiliation (PhD 1985 (Computer Science)): Harbin Institute of Technology, China
Other persons with the same name
- David Zhang — disambiguation page
- David Zhang 0002 — PPLive, Shanghai, China
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2020 – today
- 2025
[j491]Zuoyong Li
, Qinghua Lin, Jiawei Wu, Taotao Lai, Rongteng Wu, David Zhang:
Leukocyte classification using relative-relationship-guided contrastive learning. Expert Syst. Appl. 260: 125390 (2025)- 2024
- [j490]Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang:
A deep convolutional neural network for diabetic retinopathy detection via mining local and long-range dependence. CAAI Trans. Intell. Technol. 9(1): 153-166 (2024) - [j489]Tianhao Peng, Mu Li, Fangmei Chen, Yong Xu, David Zhang:
Geometric prior guided hybrid deep neural network for facial beauty analysis. CAAI Trans. Intell. Technol. 9(2): 467-480 (2024) - [j488]Nannan Zhang, Zhixing Jiang, Mu Li, David Zhang:
A novel multi-feature learning model for disease diagnosis using face skin images. Comput. Biol. Medicine 168: 107837 (2024) - [j487]Tianhao Peng, Mu Li, Fangmei Chen, Yong Xu, Yuan Xie, Yahan Sun, David Zhang:
ISFB-GAN: Interpretable semantic face beautification with generative adversarial network. Expert Syst. Appl. 236: 121131 (2024) - [j486]Fan Zhang, Huiying Liu, Xiaojun Duan, Binglu Wang, Qing Cai, Huafeng Li, Junyu Dong, David Zhang:
DSLSM: Dual-kernel-induced statistic level set model for image segmentation. Expert Syst. Appl. 242: 122772 (2024) - [j485]Biqing Zeng, Junlong Chi, Peilin Hong, Guangming Lu, David Zhang, Bingzhi Chen:
Context-aware graph embedding with gate and attention for session-based recommendation. Neurocomputing 574: 127221 (2024) - [j484]Jinxing Li, Chuhao Zhou, Xiaoqiang Ji, Mu Li, Guangming Lu, Yong Xu, David Zhang:
Multi-view Instance Attention Fusion Network for classification. Inf. Fusion 101: 101974 (2024) - [j483]Jianhang Zhou, Hengmin Zhang, Shuyi Li, Bob Zhang, Leyuan Fang, David Zhang:
Dual low-rank structure embedding for robust visual information processing. Knowl. Based Syst. 296: 111821 (2024) - [j482]Xin Feng, Jingyuan Li, Haobo Ji, Wenjie Pei, Guangming Lu, David Zhang:
Contrastive feature decomposition for single image layer separation. Neural Comput. Appl. 36(14): 8039-8053 (2024) - [j481]Guang-Hai Liu, Zuo-Yong Li, Jing-Yu Yang, David Zhang:
Exploiting sublimated deep features for image retrieval. Pattern Recognit. 147: 110076 (2024) - [j480]Fan Zhang, Huiying Liu, Jinjiang Wang, Jun Lyu, Qing Cai, Huafeng Li, Junyu Dong, David Zhang:
Cross co-teaching for semi-supervised medical image segmentation. Pattern Recognit. 152: 110426 (2024) - [j479]Xin Feng, Haobo Ji, Wenjie Pei, Jinxing Li, Guangming Lu, David Zhang:
U²-Former: Nested U-Shaped Transformer for Image Restoration via Multi-View Contrastive Learning. IEEE Trans. Circuits Syst. Video Technol. 34(1): 168-181 (2024) - [j478]Dandan Fan, Xu Liang, Chunsheng Zhang, Wei Jia, David Zhang:
AMGNet: Aligned Multilevel Gabor Convolution Network for Palmprint Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4175-4189 (2024) - [j477]Chunwei Tian, Menghua Zheng, Bo Li, Yanning Zhang, Shichao Zhang, David Zhang:
Perceptive Self-Supervised Learning Network for Noisy Image Watermark Removal. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7069-7079 (2024) - [j476]Chunsheng Zhang, Xu Liang, Dandan Fan, Junan Chen, Bob Zhang, Baoyuan Wu, David Zhang:
HGAIQA: A Novel Hand-Geometry-Aware Image Quality Assessment Framework for Contactless Palmprint Recognition. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j475]Wei Li, Guanghai Liu, Haoyi Fan, Zuoyong Li, David Zhang:
Self-Supervised Multi-Scale Cropping and Simple Masked Attentive Predicting for Lung CT-Scan Anomaly Detection. IEEE Trans. Medical Imaging 43(1): 594-607 (2024) - [j474]Zhihao Wu, Jie Wen, Yong Xu, Jian Yang, Xuelong Li, David Zhang:
Enhanced Spatial Feature Learning for Weakly Supervised Object Detection. IEEE Trans. Neural Networks Learn. Syst. 35(1): 961-972 (2024) - [j473]Chunwei Tian, Yanning Zhang, Wangmeng Zuo, Chia-Wen Lin, David Zhang, Yixuan Yuan:
A Heterogeneous Group CNN for Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6507-6519 (2024) - [j472]Jun Lyu, Guangyuan Li, Chengyan Wang, Qing Cai, Qi Dou, David Zhang, Jing Qin:
Multicontrast MRI Super-Resolution via Transformer-Empowered Multiscale Contextual Matching and Aggregation. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12004-12014 (2024) - [j471]Dandan Fan, Xu Liang, Wei Jia, David Zhang:
Toward Large-Scale Palmprint Image Analysis by a Rich Orientation Code. IEEE Trans. Syst. Man Cybern. Syst. 54(7): 4113-4125 (2024) - [j470]Dandan Fan, Xu Liang, Wei Jia, Junan Chen, David Zhang:
A Novel Hybrid Fusion Combining Palmprint and Palm Vein for Large-Scale Palm-Based Recognition. IEEE Trans. Syst. Man Cybern. Syst. 54(7): 4471-4484 (2024) - [j469]Chunwei Tian, Menghua Zheng, Chia-Wen Lin, Zhiwu Li, David Zhang:
Heterogeneous Window Transformer for Image Denoising. IEEE Trans. Syst. Man Cybern. Syst. 54(11): 6621-6632 (2024) - [i58]Chunwei Tian, Menghua Zheng, Bo Li, Yanning Zhang, Shichao Zhang, David Zhang:
Perceptive self-supervised learning network for noisy image watermark removal. CoRR abs/2403.02211 (2024) - [i57]Zuoyong Li, Qinghua Lin, Haoyi Fan, Tiesong Zhao, David Zhang:
SIAVC: Semi-Supervised Framework for Industrial Accident Video Classification. CoRR abs/2405.14506 (2024) - [i56]Chunwei Tian, Menghua Zheng, Chia-Wen Lin, Zhiwu Li, David Zhang:
Heterogeneous window transformer for image denoising. CoRR abs/2407.05709 (2024) - 2023
- [j468]Shervin Minaee, Amirali Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang:
Biometrics recognition using deep learning: a survey. Artif. Intell. Rev. 56(8): 8647-8695 (2023) - [j467]Nannan Zhang, Zhixing Jiang, Jinxing Li, David Zhang:
Multiple color representation and fusion for diabetes mellitus diagnosis based on back tongue images. Comput. Biol. Medicine 155: 106652 (2023) - [j466]Chaoxun Guo, Dandan Fan, Zhixing Jiang, David Zhang:
MDFN: Mask deep fusion network for visible and infrared image fusion without reference ground-truth. Expert Syst. Appl. 211: 118631 (2023) - [j465]Zhenwei He, Lei Zhang, Xinbo Gao, David Zhang:
Multi-adversarial Faster-RCNN with Paradigm Teacher for Unrestricted Object Detection. Int. J. Comput. Vis. 131(3): 680-700 (2023) - [j464]Bo Jiang, Jinxing Li, Huafeng Li, Ruxian Li, David Zhang, Guangming Lu:
Enhanced Frequency Fusion Network with Dynamic Hash Attention for image denoising. Inf. Fusion 92: 420-434 (2023) - [j463]Xu Liang, Dandan Fan, Jinyang Yang, Wei Jia, Guangming Lu, David Zhang:
PKLNet: Keypoint Localization Neural Network for Touchless Palmprint Recognition Based on Edge-Aware Regression. IEEE J. Sel. Top. Signal Process. 17(3): 662-676 (2023) - [j462]Zhihan Ning, Zhixing Jiang, David Zhang:
Sparse projection infinite selection ensemble for imbalanced classification. Knowl. Based Syst. 262: 110246 (2023) - [j461]Le Zhang, Yao Lu, Jinxing Li, Fanglin Chen, Guangming Lu, David Zhang:
Deep adaptive hiding network for image hiding using attentive frequency extraction and gradual depth extraction. Neural Comput. Appl. 35(15): 10909-10927 (2023) - [j460]Xiaodong Jia, Xiao-Yuan Jing, Qixing Sun, Songcan Chen, Bo Du, David Zhang:
Human Collective Intelligence Inspired Multi-View Representation Learning - Enabling View Communication by Simulating Human Communication Mechanism. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7412-7429 (2023) - [j459]Chunwei Tian, Menghua Zheng, Wangmeng Zuo, Bob Zhang, Yanning Zhang, David Zhang:
Multi-stage image denoising with the wavelet transform. Pattern Recognit. 134: 109050 (2023) - [j458]Tianhao Peng, Mu Li, Fangmei Chen, Yong Xu, David Zhang:
Learning efficient facial landmark model for human attractiveness analysis. Pattern Recognit. 138: 109370 (2023) - [j457]Yingjian Li, Guangming Lu, Jinxing Li, Zheng Zhang, David Zhang:
Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms. IEEE Trans. Affect. Comput. 14(1): 451-462 (2023) - [j456]Zhipu Liu, Lei Zhang, David Zhang:
Neural Image Parts Group Search for Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2724-2737 (2023) - [j455]Qi Zhu, Yuze Zhou, Lunke Fei, Daoqiang Zhang, David Zhang:
Multi-Spectral Palmprints Joint Attack and Defense With Adversarial Examples Learning. IEEE Trans. Inf. Forensics Secur. 18: 1789-1799 (2023) - [j454]Qi Zhu, Guangnan Xin, Lunke Fei, Dong Liang, Zheng Zhang, Daoqiang Zhang, David Zhang:
Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN. IEEE Trans. Inf. Forensics Secur. 18: 4944-4954 (2023) - [j453]Zebin Lin, Wenjie Pei, Fanglin Chen, David Zhang, Guangming Lu:
Pedestrian Detection by Exemplar-Guided Contrastive Learning. IEEE Trans. Image Process. 32: 2003-2016 (2023) - [j452]Lei Zhang, Zhipu Liu, Wensheng Zhang, David Zhang:
Style Uncertainty Based Self-Paced Meta Learning for Generalizable Person Re-Identification. IEEE Trans. Image Process. 32: 2107-2119 (2023) - [j451]Qing Cai, Yiming Qian, Jinxing Li, Jun Lyu, Yee-Hong Yang, Feng Wu, David Zhang:
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution. IEEE Trans. Image Process. 32: 3226-3237 (2023) - [j450]Zhihao Wu, Jie Wen, Yong Xu, Jian Yang, David Zhang:
Multiple Instance Detection Networks With Adaptive Instance Refinement. IEEE Trans. Multim. 25: 267-279 (2023) - [j449]Yingjian Li, Zheng Zhang, Bingzhi Chen, Guangming Lu, David Zhang:
Deep Margin-Sensitive Representation Learning for Cross-Domain Facial Expression Recognition. IEEE Trans. Multim. 25: 1359-1373 (2023) - [j448]Mu Li, Kai Zhang, Jinxing Li, Wangmeng Zuo, Radu Timofte, David Zhang:
Learning Context-Based Nonlocal Entropy Modeling for Image Compression. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1132-1145 (2023) - [j447]Chao Huang, Jie Wen, Yong Xu, Qiuping Jiang, Jian Yang, Yaowei Wang, David Zhang:
Self-Supervised Attentive Generative Adversarial Networks for Video Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9389-9403 (2023) - [c225]Weilong Zhang, Chongyang Zhang, Zhihan Ning, Guopeng Wang, Yingjie Bai, Zhixing Jiang, David Zhang:
M2SH: A Hybrid Approach to Table Structure Recognition using Two-Stage Multi-Modality Feature Fusion. SMC 2023: 791-798 - 2022
- [b11]Jinxing Li, Bob Zhang, David Zhang:
Information Fusion - Machine Learning Methods. Springer 2022, ISBN 978-981-16-8975-8, pp. 1-260 - [j446]Chaoxun Guo, Zhixing Jiang, Haoze He, Yining Liao, David Zhang:
Wrist pulse signal acquisition and analysis for disease diagnosis: A review. Comput. Biol. Medicine 143: 105312 (2022) - [j445]Zhixing Jiang, Chaoxun Guo, David Zhang:
Pressure wrist pulse signal analysis by sparse decomposition using improved Gabor function. Comput. Methods Programs Biomed. 219: 106766 (2022) - [j444]Zhihan Ning, Ziqing Ye, Zhixing Jiang, David Zhang:
BESS: Balanced evolutionary semi-stacking for disease detection using partially labeled imbalanced data. Inf. Sci. 594: 233-248 (2022) - [j443]Fan Zhang, Huiying Liu, Chuanshuo Cao, Qing Cai, David Zhang:
RVLSM: Robust variational level set method for image segmentation with intensity inhomogeneity and high noise. Inf. Sci. 596: 439-459 (2022) - [j442]Bo Jiang, Yao Lu, Guangming Lu, David Zhang:
Real noise image adjustment networks for saliency-aware stylistic color retouch. Knowl. Based Syst. 242: 108317 (2022) - [j441]Xu Liang, Zhaoqun Li, Dandan Fan, Jinxing Li, Wei Jia, David Zhang:
Touchless palmprint recognition based on 3D Gabor template and block feature refinement. Knowl. Based Syst. 249: 108855 (2022) - [j440]Chunwei Tian, Yixuan Yuan, Shichao Zhang, Chia-Wen Lin, Wangmeng Zuo, David Zhang:
Image super-resolution with an enhanced group convolutional neural network. Neural Networks 153: 373-385 (2022) - [j439]Haifeng Li, Cong Xu, Lin Ma, Hongjian Bo, David Zhang:
MODENN: A Shallow Broad Neural Network Model Based on Multi-Order Descartes Expansion. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9417-9433 (2022) - [j438]Bo Jiang, Mixiao Hou, Jiahuan Wang, Yao Lu, David Zhang, Guangming Lu:
Recursive Feature Diversity Network for audio super-resolution. Speech Commun. 144: 57-66 (2022) - [j437]Mixiao Hou, Zheng Zhang, Qi Cao, David Zhang, Guangming Lu:
Multi-View Speech Emotion Recognition Via Collective Relation Construction. IEEE ACM Trans. Audio Speech Lang. Process. 30: 218-229 (2022) - [j436]Zengwei Yao, Wenjie Pei, Fanglin Chen, Guangming Lu, David Zhang:
Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-Order Latent Domain. IEEE ACM Trans. Audio Speech Lang. Process. 30: 378-393 (2022) - [j435]Bingzhi Chen, Zheng Zhang, Ying-Jian Li, Guangming Lu, David Zhang:
Multi-Label Chest X-Ray Image Classification via Semantic Similarity Graph Embedding. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2455-2468 (2022) - [j434]Yingjian Li, Yao Lu, Bingzhi Chen, Zheng Zhang, Jinxing Li, Guangming Lu, David Zhang:
Learning Informative and Discriminative Features for Facial Expression Recognition in the Wild. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3178-3189 (2022) - [j433]Yingjian Li, Yingnan Gao, Bingzhi Chen, Zheng Zhang, Guangming Lu, David Zhang:
Self-Supervised Exclusive-Inclusive Interactive Learning for Multi-Label Facial Expression Recognition in the Wild. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3190-3202 (2022) - [j432]Bo Jiang, Yao Lu, Jiahuan Wang, Guangming Lu, David Zhang:
Deep Image Denoising With Adaptive Priors. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5124-5136 (2022) - [j431]Xin Feng, Wenjie Pei, Fengjun Li, Fanglin Chen, David Zhang, Guangming Lu:
Generative Memory-Guided Semantic Reasoning Model for Image Inpainting. IEEE Trans. Circuits Syst. Video Technol. 32(11): 7432-7447 (2022) - [j430]Yao Lu, Guangming Lu, Jinxing Li, Yuanrong Xu, Zheng Zhang, David Zhang:
Multiscale Conditional Regularization for Convolutional Neural Networks. IEEE Trans. Cybern. 52(1): 444-458 (2022) - [j429]Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang:
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks. IEEE Trans. Cybern. 52(10): 10827-10842 (2022) - [j428]Yuanrong Xu, Yao Lu, Fanglin Chen, Guangming Lu, David Zhang:
High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison. IEEE Trans. Inf. Forensics Secur. 17: 226-236 (2022) - [j427]Bo Jiang, Jiahuan Wang, Yao Lu, Guangming Lu, David Zhang:
Multilevel Noise Contrastive Network for Few-Shot Image Denoising. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j426]Ailiang Lin, Bingzhi Chen, Jiayu Xu, Zheng Zhang, Guangming Lu, David Zhang:
DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation. IEEE Trans. Instrum. Meas. 71: 1-15 (2022) - [j425]Qianting Pang, Yuanrong Xu, Fanglin Chen, Guangming Lu, David Zhang:
Hierarchical Pore-Based High-Resolution Fingerprint Indexing. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j424]Qing Cai, Yiming Qian, Sanping Zhou, Jinxing Li, Yee-Hong Yang, Feng Wu, David Zhang:
AVLSM: Adaptive Variational Level Set Model for Image Segmentation in the Presence of Severe Intensity Inhomogeneity and High Noise. IEEE Trans. Image Process. 31: 43-57 (2022) - [j423]Qing Cai, Jinxing Li, Huafeng Li, Yee-Hong Yang, Feng Wu, David Zhang:
TDPN: Texture and Detail-Preserving Network for Single Image Super-Resolution. IEEE Trans. Image Process. 31: 2375-2389 (2022) - [j422]Jianyang Qin, Lunke Fei, Zheng Zhang, Jie Wen, Yong Xu, David Zhang:
Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval. IEEE Trans. Image Process. 31: 5343-5358 (2022) - [j421]Mu Li, Jinxing Li, Shuhang Gu, Feng Wu, David Zhang:
End-to-End Optimized 360° Image Compression. IEEE Trans. Image Process. 31: 6267-6281 (2022) - [j420]Chaoxun Guo, Zhixing Jiang, David Zhang:
Multi-Feature Complementary Learning for Diabetes Mellitus Detection Using Pulse Signals. IEEE J. Biomed. Health Informatics 26(11): 5684-5694 (2022) - [j419]Shuai Wu, Yong Xu, Bob Zhang, Jian Yang, David Zhang:
Deformable Template Network (DTN) for Object Detection. IEEE Trans. Multim. 24: 2058-2068 (2022) - [j418]Lunke Fei, Bob Zhang, Yong Xu, Chunwei Tian, Imad Rida, David Zhang:
Jointly Heterogeneous Palmprint Discriminant Feature Learning. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4979-4990 (2022) - [j417]Chunwei Tian, Yong Xu, Wangmeng Zuo, Chia-Wen Lin, David Zhang:
Asymmetric CNN for Image Superresolution. IEEE Trans. Syst. Man Cybern. Syst. 52(6): 3718-3730 (2022) - [j416]Bingzhi Chen, Zheng Zhang, Yao Lu, Fanglin Chen, Guangming Lu, David Zhang:
Semantic-Interactive Graph Convolutional Network for Multilabel Image Recognition. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 4887-4899 (2022) - [j415]Xu Liang, Zhaoqun Li, Dandan Fan, Bob Zhang, Guangming Lu, David Zhang:
Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6464-6476 (2022) - [c224]Xinyu Lin, Jinxing Li, Zeyu Ma, Huafeng Li, Shuang Li, Kaixiong Xu, Guangming Lu, David Zhang:
Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification. CVPR 2022: 20941-20950 - [i55]Qing Cai, Yiming Qian, Jinxing Li, Jun Lv, Yee-Hong Yang, Feng Wu, David Zhang:
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution. CoRR abs/2203.10247 (2022) - [i54]Chunwei Tian, Yixuan Yuan, Shichao Zhang, Chia-Wen Lin, Wangmeng Zuo, David Zhang:
Image Super-resolution with An Enhanced Group Convolutional Neural Network. CoRR abs/2205.14548 (2022) - [i53]Xin Feng, Haobo Ji, Wenjie Pei, Fanglin Chen, David Zhang, Guangming Lu:
Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration. CoRR abs/2207.08808 (2022) - [i52]Xinyu Lin, Jinxing Li, Zeyu Ma, Huafeng Li, Shuang Li, Kaixiong Xu, Guangming Lu, David Zhang:
Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification. CoRR abs/2208.02450 (2022) - [i51]Chunwei Tian, Menghua Zheng, Wangmeng Zuo, Bob Zhang, Yanning Zhang, David Zhang:
Multi-stage image denoising with the wavelet transform. CoRR abs/2209.12394 (2022) - [i50]Chunwei Tian, Yanning Zhang, Wangmeng Zuo, Chia-Wen Lin, David Zhang, Yixuan Yuan:
A heterogeneous group CNN for image super-resolution. CoRR abs/2209.12406 (2022) - 2021
- [j414]Yao Lu, Guangming Lu, Yicong Zhou, Jinxing Li, Yuanrong Xu, David Zhang:
Highly shared Convolutional Neural Networks. Expert Syst. Appl. 175: 114782 (2021) - [j413]Jinxing Li, Zhaoqun Li, Guangming Lu, Yong Xu, Bob Zhang, David Zhang:
Asymmetric Gaussian Process multi-view learning for visual classification. Inf. Fusion 65: 108-118 (2021) - [j412]Chunwei Tian, Yong Xu, Wangmeng Zuo, Bo Du, Chia-Wen Lin, David Zhang:
Designing and training of a dual CNN for image denoising. Knowl. Based Syst. 226: 106949 (2021) - [j411]Dongwei Ren, Wangmeng Zuo, David Zhang, Lei Zhang, Ming-Hsuan Yang:
Simultaneous Fidelity and Regularization Learning for Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 43(1): 284-299 (2021) - [j410]Mu Li, Wangmeng Zuo, Shuhang Gu, Jane You, David Zhang:
Learning Content-Weighted Deep Image Compression. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3446-3461 (2021) - [j409]Lunke Fei, Bob Zhang, Jie Wen, Shaohua Teng, Shuyi Li, David Zhang:
Jointly learning compact multi-view hash codes for few-shot FKP recognition. Pattern Recognit. 115: 107894 (2021) - [j408]Xu Liang, Jinyang Yang, Guangming Lu, David Zhang:
CompNet: Competitive Neural Network for Palmprint Recognition Using Learnable Gabor Kernels. IEEE Signal Process. Lett. 28: 1739-1743 (2021) - [j407]Bingzhi Chen, Qi Cao, Mixiao Hou, Zheng Zhang, Guangming Lu, David Zhang:
Multimodal Emotion Recognition With Temporal and Semantic Consistency. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3592-3603 (2021) - [j406]Jian Wu, Bob Zhang, Yong Xu, David Zhang:
Illuminance Compensation and Texture Enhancement via the Hodge Decomposition. IEEE Trans. Circuits Syst. Video Technol. 31(3): 956-971 (2021) - [j405]Lei Zhang, Fangyi Liu, David Zhang:
Adversarial View Confusion Feature Learning for Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 31(4): 1490-1502 (2021) - [j404]Jinxing Li, Guangming Lu, Bob Zhang, Jane You, David Zhang:
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification. IEEE Trans. Cybern. 51(2): 534-547 (2021) - [j403]Jun Xu, Mengyang Yu, Ling Shao, Wangmeng Zuo, Deyu Meng, Lei Zhang, David Zhang:
Scaled Simplex Representation for Subspace Clustering. IEEE Trans. Cybern. 51(3): 1493-1505 (2021) - [j402]Lei Zhang, Qingyan Duan, David Zhang, Wei Jia, Xizhao Wang:
AdvKin: Adversarial Convolutional Network for Kinship Verification. IEEE Trans. Cybern. 51(12): 5883-5896 (2021) - [j401]Jinxing Li, Dandan Fan, Lingxiao Yang, Shuhang Gu, Guangming Lu, Yong Xu, David Zhang:
Layer-Output Guided Complementary Attention Learning for Image Defocus Blur Detection. IEEE Trans. Image Process. 30: 3748-3763 (2021) - [j400]Xin Feng, Wenjie Pei, Zihui Jia, Fanglin Chen, David Zhang, Guangming Lu:
Deep-Masking Generative Network: A Unified Framework for Background Restoration From Superimposed Images. IEEE Trans. Image Process. 30: 4867-4882 (2021) - [j399]Jinxing Li, Bob Zhang, Guangming Lu, Yong Xu, Feng Wu, David Zhang:
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance. IEEE Trans. Neural Networks Learn. Syst. 32(11): 5093-5107 (2021) - [j398]Xu Liang, David Zhang, Guangming Lu, Zhenhua Guo, Nan Luo:
A Novel Multicamera System for High-Speed Touchless Palm Recognition. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1534-1548 (2021) - [j397]Yuanrong Xu, Yao Lu, Guangming Lu, Jinxing Li, David Zhang:
Fast Pore Comparison for High Resolution Fingerprint Images Based on Multiple Co-Occurrence Descriptors and Local Topology Similarities. IEEE Trans. Syst. Man Cybern. Syst. 51(9): 5721-5731 (2021) - [c223]