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ORCIDBob Zhang 0001
Person information
- affiliation: University of Macau, Department of Computer and Information Science, China
Other persons with the same name
- Bob Zhang 0002 — Oak Ridge National Laboratory, TN, USA
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2020 – today
- 2024
[j186]Xuexue Zhang
, Yongjun Zhang, Zewei Wang, Wei Long, Weihao Gao, Bob Zhang:
Sparse representation scheme with enhanced medium pixel intensity for face recognition. CAAI Trans. Intell. Technol. 9(1): 116-127 (2024)- [j185]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) - [j184]Ling Xiao, Beiji Zou, Xiaoyan Kui, Chengzhang Zhu, Wensheng Zhang, Xuebing Yang, Bob Zhang:
A multi-feature-based intelligent redundancy elimination scheme for cloud-assisted health systems. CAAI Trans. Intell. Technol. 9(2): 491-510 (2024) - [j183]Ziyuan Yang, Andrew Beng Jin Teoh, Bob Zhang, Lu Leng, Yi Zhang:
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification. Int. J. Comput. Vis. 132(10): 4253-4268 (2024) - [j182]Shuyi Li, Lunke Fei, Bob Zhang, Xin Ning, Lifang Wu:
Hand-based multimodal biometric fusion: A review. Inf. Fusion 109: 102418 (2024) - [j181]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) - [j180]Chunwei Tian, Jingyu Xiao, Bob Zhang, Wangmeng Zuo, Yudong Zhang, Chia-Wen Lin:
A self-supervised network for image denoising and watermark removal. Neural Networks 174: 106218 (2024) - [j179]Chao Huang, Yushu Shi, Bob Zhang, Ke Lyu:
Uncertainty-aware prototypical learning for anomaly detection in medical images. Neural Networks 175: 106284 (2024) - [j178]Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang, Leyuan Fang:
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning. Pattern Recognit. 149: 110218 (2024) - [j177]Shuyi Li, Jianhang Zhou, Bob Zhang, Lifang Wu, Meng Jian:
Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 304-313 (2024) - [j176]Hengmin Zhang, Junbin Gao, Jianjun Qian, Jian Yang, Chunyan Xu, Bob Zhang:
Linear Regression Problem Relaxations Solved by Nonconvex ADMM With Convergence Analysis. IEEE Trans. Circuits Syst. Video Technol. 34(2): 828-838 (2024) - [j175]Hengmin Zhang, Bihan Wen, Zhiyuan Zha, Bob Zhang, Yang Tang, Guo Yu, Wenli Du:
Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2304-2317 (2024) - [j174]Jianhang Zhou, Shuyi Li, Shaoning Zeng, Bob Zhang:
Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2762-2774 (2024) - [j173]Shuyi Li, Ruijun Ma, Jianhang Zhou, Bob Zhang, Lifang Wu:
Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction. IEEE Trans. Inf. Forensics Secur. 19: 959-969 (2024) - [j172]Shuyi Li, Bob Zhang, Lifang Wu, Ruijun Ma, Xin Ning:
Robust and Sparse Least Square Regression for Finger Vein and Finger Knuckle Print Recognition. IEEE Trans. Inf. Forensics Secur. 19: 2709-2719 (2024) - [j171]Lunke Fei, Le Su, Bob Zhang, Shuping Zhao, Jie Wen, Xiaoping Li:
Learning Frequency-Aware Common Feature for VIS-NIR Heterogeneous Palmprint Recognition. IEEE Trans. Inf. Forensics Secur. 19: 7604-7618 (2024) - [j170]Ziyuan Yang, Ming Kang, Andrew Beng Jin Teoh, Chengrui Gao, Wen Chen, Bob Zhang, Yi Zhang:
A Dual-Level Cancelable Framework for Palmprint Verification and Hack-Proof Data Storage. IEEE Trans. Inf. Forensics Secur. 19: 8587-8599 (2024) - [j169]Bo Jiang, Yao Lu, Bob Zhang, Guangming Lu:
AGP-Net: Adaptive Graph Prior Network for Image Denoising. IEEE Trans. Ind. Informatics 20(3): 4753-4764 (2024) - [j168]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) - [j167]Shuping Zhao, Lunke Fei, Bob Zhang, Jie Wen, Pengyang Zhao:
Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition. IEEE Trans. Image Process. 33: 3328-3340 (2024) - [j166]Le Su, Lunke Fei, Bob Zhang, Shuping Zhao, Jie Wen, Yong Xu:
Complete Region of Interest for Unconstrained Palmprint Recognition. IEEE Trans. Image Process. 33: 3662-3675 (2024) - [j165]Ruijun Ma, Yaoxuan Zhang, Bob Zhang, Leyuan Fang, Dong Huang, Long Qi:
Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising. IEEE Trans. Image Process. 33: 3707-3721 (2024) - [j164]Jie Wen, Shijie Deng, Lunke Fei, Zheng Zhang, Bob Zhang, Zhao Zhang, Yong Xu:
Discriminative Regression With Adaptive Graph Diffusion. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1797-1809 (2024) - [j163]Hengmin Zhang, Jiaoyan Zhao, Bob Zhang, Chen Gong, Jianjun Qian, Jian Yang:
Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3012-3026 (2024) - [j162]Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang:
Fuzzy Graph Subspace Convolutional Network. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5641-5655 (2024) - [j161]Shuping Zhao, Lunke Fei, Jie Wen, Bob Zhang, Pengyang Zhao, Shuyi Li:
Structure Suture Learning-Based Robust Multiview Palmprint Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8401-8413 (2024) - [j160]Shuang Li, Fan Li, Jinxing Li, Huafeng Li, Bob Zhang, Dapeng Tao, Xinbo Gao:
Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14770-14782 (2024) - [c45]Shuoyuan Wang, Jindong Wang, Guoqing Wang, Bob Zhang, Kaiyang Zhou, Hongxin Wei:
Open-Vocabulary Calibration for Fine-tuned CLIP. ICML 2024 - [c44]Yuqi Wang, Bob Zhang, Shuyi Li, Hao Yang:
A Generative Method for Finger Knuckle Print Recognition. ICPR (28) 2024: 288-302 - [c43]Bo Jiang, Yao Lu, Guangming Lu, Bob Zhang:
QFormer: An Efficient Quaternion Transformer for Image Denoising. IJCAI 2024: 4237-4245 - [c42]Yao Lu, Bo Jiang, Guangming Lu, Bob Zhang:
Implicit Prompt Learning for Image Denoising. IJCAI 2024: 4678-4686 - [c41]Wulin Xie, Xiaohuan Lu, Yadong Liu, Jiang Long, Bob Zhang, Shuping Zhao, Jie Wen:
Uncertainty-Aware Pseudo-Labeling and Dual Graph Driven Network for Incomplete Multi-View Multi-Label Classification. ACM Multimedia 2024: 6656-6665 - [i13]Shuoyuan Wang, Jindong Wang, Guoqing Wang, Bob Zhang, Kaiyang Zhou, Hongxin Wei:
Open-Vocabulary Calibration for Vision-Language Models. CoRR abs/2402.04655 (2024) - [i12]Ziyuan Yang, Ming Kang, Andrew Beng Jin Teoh, Chengrui Gao, Wen Chen, Bob Zhang, Yi Zhang:
A Dual-Level Cancelable Framework for Palmprint Verification and Hack-Proof Data Storage. CoRR abs/2403.02680 (2024) - [i11]Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Guo-Sen Xie:
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network. CoRR abs/2403.19514 (2024) - 2023
- [j159]Guancheng Wang, Zhihao Hao, Haoen Huang, Bob Zhang:
A proportional-integral iterative algorithm for time-variant equality-constrained quadratic programming problem with applications. Artif. Intell. Rev. 56(5): 4535-4556 (2023) - [j158]Guancheng Wang, Zhihao Hao, Bob Zhang, Leyuan Fang, Dianhui Mao:
A robust newton iterative algorithm for acoustic location based on solving linear matrix equations in the presence of various noises. Appl. Intell. 53(2): 1219-1232 (2023) - [j157]Ziyuan Yang, Lu Leng, Bob Zhang, Ming Li, Jun Chu:
Two novel style-transfer palmprint reconstruction attacks. Appl. Intell. 53(6): 6354-6371 (2023) - [j156]Qi Zhang, Jianhang Zhou, Yong Xu, Bob Zhang:
Collaborative representation induced broad learning model for classification. Appl. Intell. 53(20): 23442-23456 (2023) - [j155]Lilei Sun, Jie Wen, Junqian Wang, Yong Zhao, Bob Zhang, Jian Wu, Yong Xu:
Two-view attention-guided convolutional neural network for mammographic image classification. CAAI Trans. Intell. Technol. 8(2): 453-467 (2023) - [j154]Guancheng Wang, Zhihao Hao, Haisheng Li, Bob Zhang:
An activated variable parameter gradient-based neural network for time-variant constrained quadratic programming and its applications. CAAI Trans. Intell. Technol. 8(3): 670-679 (2023) - [j153]Yongjun Zhang, Zewei Wang, Xuexue Zhang, Zhongwei Cui, Bob Zhang, Jinrong Cui, Lamin L. Janneh:
Application of improved virtual sample and sparse representation in face recognition. CAAI Trans. Intell. Technol. 8(4): 1391-1402 (2023) - [j152]Jie Wu, Runmin Cong, Leyuan Fang, Chunle Guo, Bob Zhang, Pedram Ghamisi:
Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network. Sci. China Inf. Sci. 66(1) (2023) - [j151]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Learning salient self-representation for image recognition via orthogonal transformation. Expert Syst. Appl. 212: 118663 (2023) - [j150]Zhihao Hao, Guancheng Wang, Bob Zhang, Leyuan Fang, Haisheng Li:
An Isomerism Learning Model to Solve Time-Varying Problems Through Intelligent Collaboration. IEEE CAA J. Autom. Sinica 10(8): 1772-1774 (2023) - [j149]Shuoyuan Wang, Jindong Wang, Huajun Xi, Bob Zhang, Lei Zhang, Hongxin Wei:
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(4): 183:1-183:27 (2023) - [j148]Ziyuan Yang, Lu Leng, Andrew Beng Jin Teoh, Bob Zhang, Yi Zhang:
Cross-database attack of different coding-based palmprint templates. Knowl. Based Syst. 264: 110310 (2023) - [j147]Zhihao Hao, Bob Zhang, Dianhui Mao, Jerome Yen, Zhihua Zhao, Min Zuo, Hai-Sheng Li, Cheng-Zhong Xu:
A novel method using LSTM-RNN to generate smart contracts code templates for improved usability. Multim. Tools Appl. 82(27): 41669-41699 (2023) - [j146]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) - [j145]Shuyi Li, Hengmin Zhang, Ruijun Ma, Jianhang Zhou, Jie Wen, Bob Zhang:
Linear discriminant analysis with generalized kernel constraint for robust image classification. Pattern Recognit. 136: 109196 (2023) - [j144]Caijie Zhao, Ying Qin, Bob Zhang:
Adversarially Learning Occlusions by Backpropagation for Face Recognition. Sensors 23(20): 8559 (2023) - [j143]Lei Liao, Meng Yang, Bob Zhang:
Deep Supervised Dual Cycle Adversarial Network for Cross-Modal Retrieval. IEEE Trans. Circuits Syst. Video Technol. 33(2): 920-934 (2023) - [j142]Bo Jiang, Yao Lu, Bob Zhang, Guangming Lu:
Few-Shot Learning for Image Denoising. IEEE Trans. Circuits Syst. Video Technol. 33(9): 4741-4753 (2023) - [j141]Ruijun Ma, Shuyi Li, Bob Zhang, Leyuan Fang, Zhengming Li:
Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention. IEEE Trans. Cybern. 53(10): 6395-6407 (2023) - [j140]Ziyuan Yang, Wenjun Xia, Yifan Qiao, Zexin Lu, Bob Zhang, Lu Leng, Yi Zhang:
CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j139]Jianhang Zhou, Bob Zhang, Shaoning Zeng:
Consensus Sparsity: Multi-Context Sparse Image Representation via L∞-Induced Matrix Variate. IEEE Trans. Image Process. 32: 603-616 (2023) - [j138]Jianhang Zhou, Guan-Cheng Wang, Shaoning Zeng, Bob Zhang:
Learning with Euler Collaborative Representation for Robust Pattern Analysis. ACM Trans. Intell. Syst. Technol. 14(6): 109:1-109:25 (2023) - [j137]Shuyi Li, Bob Zhang, Lunke Fei, Shuping Zhao, Yicong Zhou:
Learning Sparse and Discriminative Multimodal Feature Codes for Finger Recognition. IEEE Trans. Multim. 25: 805-815 (2023) - [j136]Shuping Zhao, Lunke Fei, Jie Wen, Jigang Wu, Bob Zhang:
Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering. IEEE Trans. Multim. 25: 1098-1110 (2023) - [j135]Hengmin Zhang, Feng Qian, Bob Zhang, Wenli Du, Jianjun Qian, Jian Yang:
Incorporating Linear Regression Problems Into an Adaptive Framework With Feasible Optimizations. IEEE Trans. Multim. 25: 4041-4051 (2023) - [j134]Lunke Fei, Shuping Zhao, Wei Jia, Bob Zhang, Jie Wen, Yong Xu:
Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9783-9794 (2023) - [j133]Shaoning Zeng, Yunbo Rao, Bob Zhang, Yong Xu:
Joint Augmented and Compressed Dictionaries for Robust Image Classification. ACM Trans. Multim. Comput. Commun. Appl. 19(3s): 136:1-136:24 (2023) - [j132]Shuping Zhao, Jigang Wu, Bob Zhang, Lunke Fei, Shuyi Li, Pengyang Zhao:
Adaptive Graph Embedded Preserving Projection Learning for Feature Extraction and Selection. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 1060-1073 (2023) - [j131]Jie Wen, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu, Zhao Zhang, Jinxing Li:
A Survey on Incomplete Multiview Clustering. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 1136-1149 (2023) - [c40]Shuping Zhao, Jie Wen, Lunke Fei, Bob Zhang:
Tensorized Incomplete Multi-View Clustering with Intrinsic Graph Completion. AAAI 2023: 11327-11335 - [c39]Shuping Zhao, Lunke Fei, Jie Wen, Bob Zhang, Pengyang Zhao:
Incomplete Multi-View Clustering with Regularized Hierarchical Graph. ACM Multimedia 2023: 3060-3068 - [i10]Zhihao Hao, Guancheng Wang, Chunwei Tian, Bob Zhang:
A Distributed Computation Model Based on Federated Learning Integrates Heterogeneous models and Consortium Blockchain for Solving Time-Varying Problems. CoRR abs/2306.16023 (2023) - [i9]Ziyuan Yang, Andrew Beng Jin Teoh, Bob Zhang, Lu Leng, Yi Zhang:
Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification. CoRR abs/2308.00451 (2023) - [i8]Shuoyuan Wang, Jindong Wang, Huajun Xi, Bob Zhang, Lei Zhang, Hongxin Wei:
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. CoRR abs/2310.18562 (2023) - 2022
- [b4]Jinxing Li, Bob Zhang, David Zhang:
Information Fusion - Machine Learning Methods. Springer 2022, ISBN 978-981-16-8975-8, pp. 1-260 - [j130]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Kernel nonnegative representation-based classifier. Appl. Intell. 52(2): 2269-2289 (2022) - [j129]Jielu Yan, Bob Zhang, Mingliang Zhou, Hang Fai Kwok, Shirley W. I. Siu:
Multi-Branch-CNN: Classification of ion channel interacting peptides using multi-branch convolutional neural network. Comput. Biol. Medicine 147: 105717 (2022) - [j128]Qi Zhang, Jie Wen, Jianhang Zhou, Bob Zhang:
Missing-view completion for fatty liver disease detection. Comput. Biol. Medicine 150: 106097 (2022) - [j127]Tan Guo, Xiaoheng Tan, Liu Yang, Zhifang Liang, Bob Zhang, Lei Zhang:
Domain adaptive subspace transfer model for sensor drift compensation in biologically inspired electronic nose. Expert Syst. Appl. 208: 118237 (2022) - [j126]Leyuan Fang, Dingshun Zhu, Jun Yue, Bob Zhang, Min He:
Geometric-Spectral Reconstruction Learning for Multi-Source Open-Set Classification With Hyperspectral and LiDAR Data. IEEE CAA J. Autom. Sinica 9(10): 1892-1895 (2022) - [j125]Shuping Zhao, Jigang Wu, Lunke Fei, Bob Zhang, Pengyang Zhao:
Double-cohesion learning based multiview and discriminant palmprint recognition. Inf. Fusion 83-84: 96-109 (2022) - [j124]Guancheng Wang, Zhihao Hao, Bob Zhang, Long Jin:
Convergence and robustness of bounded recurrent neural networks for solving dynamic Lyapunov equations. Inf. Sci. 588: 106-123 (2022) - [j123]Zhihua Zhao, Zhihao Hao, Guancheng Wang, Dianhui Mao, Bob Zhang, Min Zuo, Jerome Yen, Guangjian Tu:
Sentiment Analysis of Review Data Using Blockchain and LSTM to Improve Regulation for a Sustainable Market. J. Theor. Appl. Electron. Commer. Res. 17(1): 1-19 (2022) - [j122]Shuping Zhao, Jigang Wu, Bob Zhang, Lunke Fei:
Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation. Pattern Recognit. 123: 108346 (2022) - [j121]Xiaohuan Lu, Jiang Long, Jie Wen, Lunke Fei, Bob Zhang, Yong Xu:
Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction. Pattern Recognit. 131: 108844 (2022) - [j120]Tan Guo, Fulin Luo, Leyuan Fang, Bob Zhang:
Meta-Pixel-Driven Embeddable Discriminative Target and Background Dictionary Pair Learning for Hyperspectral Target Detection. Remote. Sens. 14(3): 481 (2022) - [j119]Jianhang Zhou, Bob Zhang, Shaoning Zeng, Qi Lai:
Joint Discriminative Latent Subspace Learning for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4653-4666 (2022) - [j118]Shaoning Zeng, Bob Zhang, Jianping Gou, Yong Xu:
Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification. IEEE Trans. Cybern. 52(6): 4935-4948 (2022) - [j117]Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi:
NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j116]Jie Xie, Leyuan Fang, Bob Zhang, Jocelyn Chanussot, Shutao Li:
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j115]Shuyi Li, Ruijun Ma, Lunke Fei, Bob Zhang:
Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition. IEEE Trans. Inf. Forensics Secur. 17: 1946-1958 (2022) - [j114]Ruijun Ma, Shuyi Li, Bob Zhang, Haifeng Hu:
Meta PID Attention Network for Flexible and Efficient Real-World Noisy Image Denoising. IEEE Trans. Image Process. 31: 2053-2066 (2022) - [j113]Yuwu Lu, Qi Zhu, Bob Zhang, Zhihui Lai, Xuelong Li:
Weighted Correlation Embedding Learning for Domain Adaptation. IEEE Trans. Image Process. 31: 5303-5316 (2022) - [j112]Linshan Wu, Leyuan Fang, Jun Yue, Bob Zhang, Pedram Ghamisi, Min He:
Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images. IEEE Trans. Image Process. 31: 7419-7434 (2022) - [j111]Shuai Wu, Yong Xu, Bob Zhang, Jian Yang, David Zhang:
Deformable Template Network (DTN) for Object Detection. IEEE Trans. Multim. 24: 2058-2068 (2022) - [j110]Ruijun Ma, Shuyi Li, Bob Zhang, Zhengming Li:
Towards Fast and Robust Real Image Denoising With Attentive Neural Network and PID Controller. IEEE Trans. Multim. 24: 2366-2377 (2022) - [j109]Ruijun Ma, Bob Zhang, Yicong Zhou, Zhengming Li, Fangyuan Lei:
PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising. IEEE Trans. Neural Networks Learn. Syst. 33(7): 3010-3023 (2022) - [j108]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) - [j107]Shuping Zhao, Bob Zhang:
Joint Constrained Least-Square Regression With Deep Convolutional Feature for Palmprint Recognition. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 511-522 (2022) - [j106]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) - [c38]Ruijun Ma, Shuyi Li, Bob Zhang, Zhengming Li:
Generative Adaptive Convolutions for Real-World Noisy Image Denoising. AAAI 2022: 1935-1943 - [c37]Qi Zhang, Jianhang Zhou, Bob Zhang:
Multi-feature representation for fatty liver disease detection with breath sample analysis. BIBM 2022: 3908-3910 - [c36]Shuyi Li, Ruijun Ma, Jianhang Zhou, Bob Zhang:
Row-sparsity Binary Feature Learning for Open-set Palmprint Recognition. IJCB 2022: 1-8 - [i7]Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi:
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery. CoRR abs/2201.03686 (2022) - [i6]Jie Wen, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu, Zhao Zhang, Jinxing Li:
A Survey on Incomplete Multi-view Clustering. CoRR abs/2208.08040 (2022) - [i5]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) - 2021
- [j105]Bob Zhang, Jianhang Zhou:
Multi-feature representation for burn depth classification via burn images. Artif. Intell. Medicine 118: 102128 (2021) - [j104]Qi Zhang, Jianhang Zhou, Bob Zhang:
Computational Traditional Chinese Medicine diagnosis: A literature survey. Comput. Biol. Medicine 133: 104358 (2021) - [j103]Jianhang Zhou, Qi Zhang, Bob Zhang:
Two-phase non-invasive multi-disease detection via sublingual region. Comput. Biol. Medicine 137: 104782 (2021) - [j102]Jianhang Zhou, Qi Zhang, Bob Zhang:
An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation. Future Gener. Comput. Syst. 115: 59-75 (2021) - [j101]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) - [j100]Qi Zhang, Jianhang Zhou, Bob Zhang, Enhua Wu:
DsNet: Dual stack network for detecting diabetes mellitus and chronic kidney disease. Inf. Sci. 547: 945-962 (2021) - [j99]Shuyi Li, Bob Zhang, Shuping Zhao, Jinfeng Yang:
Local discriminant coding based convolutional feature representation for multimodal finger recognition. Inf. Sci. 547: 1170-1181 (2021) - [j98]Lunke Fei, Bob Zhang, Chunwei Tian, Shaohua Teng, Jie Wen:
Jointly learning multi-instance hand-based biometric descriptor. Inf. Sci. 562: 1-12 (2021) - [j97]Shanshan Du, Jinfeng Yang, Haigang Zhang, Bob Zhang, Zhigang Su:
FVSR-Net: an end-to-end Finger Vein Image Scattering Removal Network. Multim. Tools Appl. 80(7): 10705-10722 (2021) - [j96]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Subspace-level dictionary fusion for robust multimedia classification. Multim. Tools Appl. 80(14): 21885-21898 (2021) - [j95]Jie Wen, Huijie Sun, Lunke Fei, Jinxing Li, Zheng Zhang, Bob Zhang:
Consensus guided incomplete multi-view spectral clustering. Neural Networks 133: 207-219 (2021) - [j94]Shuyi Li, Bob Zhang, Lunke Fei, Shuping Zhao:
Joint discriminative feature learning for multimodal finger recognition. Pattern Recognit. 111: 107704 (2021) - [j93]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) - [j92]Wei Jia, Wei Xia, Bob Zhang, Yang Zhao, Lunke Fei, Wenxiong Kang, Di Huang, Guodong Guo:
A survey on dorsal hand vein biometrics. Pattern Recognit. 120: 108122 (2021) - [j91]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Sparsity-Induced Graph Convolutional Network for Semisupervised Learning. IEEE Trans. Artif. Intell. 2(6): 549-563 (2021) - [j90]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) - [j89]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) - [j88]Shuyi Li, Bob Zhang:
Joint Discriminative Sparse Coding for Robust Hand-Based Multimodal Recognition. IEEE Trans. Inf. Forensics Secur. 16: 3186-3198 (2021) - [j87]Shuping Zhao, Bob Zhang:
Learning Complete and Discriminative Direction Pattern for Robust Palmprint Recognition. IEEE Trans. Image Process. 30: 1001-1014 (2021) - [j86]Qi Zhang, Jianhang Zhou, Bob Zhang:
Graph Based Multichannel Feature Fusion for Wrist Pulse Diagnosis. IEEE J. Biomed. Health Informatics 25(10): 3732-3743 (2021) - [j85]Shaoning Zeng, Bob Zhang, Jianping Gou, Yong Xu, Wei Huang:
Fast and Robust Dictionary-based Classification for Image Data. ACM Trans. Knowl. Discov. Data 15(6): 97:1-97:22 (2021) - [j84]Chunwei Tian, Yong Xu, Wangmeng Zuo, Bob Zhang, Lunke Fei, Chia-Wen Lin:
Coarse-to-Fine CNN for Image Super-Resolution. IEEE Trans. Multim. 23: 1489-1502 (2021) - [j83]Jie Wen, Ke Yan, Zheng Zhang, Yong Xu, Junqian Wang, Lunke Fei, Bob Zhang:
Adaptive Graph Completion Based Incomplete Multi-View Clustering. IEEE Trans. Multim. 23: 2493-2504 (2021) - [j82]Lunke Fei, Bob Zhang, Lin Zhang, Wei Jia, Jie Wen, Jigang Wu:
Learning Compact Multifeature Codes for Palmprint Recognition From a Single Training Image per Palm. IEEE Trans. Multim. 23: 2930-2942 (2021) - [j81]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) - [c35]Jie Wen, Zheng Zhang, Zhao Zhang, Lei Zhu, Lunke Fei, Bob Zhang, Yong Xu:
Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring. AAAI 2021: 10273-10281 - [c34]Jie Wen, Zhihao Wu, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu:
Structural Deep Incomplete Multi-view Clustering Network. CIKM 2021: 3538-3542 - [c33]Shuyi Li, Bob Zhang:
An Adaptive Discriminant and Sparsity Feature Descriptor for Finger Vein Recognition. ICASSP 2021: 2140-2144 - [c32]Hengmin Zhang, Wei Luo, Wenli Du, Jianjun Qian, Jian Yang, Bob Zhang:
Robust Recovery of Low Rank Matrix by Nonconvex Rank Regularization. ICIG (2) 2021: 106-119 - [c31]Shaoning Zeng, Bob Zhang:
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in Gans. ICME 2021: 1-6 - 2020
- [j80]Jian Wu, Bob Zhang, Yong Xu, David Zhang:
Tongue Image Alignment via Conformal Mapping for Disease Detection. IEEE Access 8: 9796-9808 (2020) - [j79]Qi Zhang, Jianhang Zhou, Bob Zhang, Wei Jia, Enhua Wu:
Automatic Epicardial Fat Segmentation and Quantification of CT Scans Using Dual U-Nets With a Morphological Processing Layer. IEEE Access 8: 128032-128041 (2020) - [j78]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Linear Representation-Based Methods for Image Classification: A Survey. IEEE Access 8: 216645-216670 (2020) - [j77]Wei Cao, Luan Lyu, Xiaohua Ren, Bob Zhang, Zhixin Yang, Enhua Wu:
Fracture Patterns Design for Anisotropic Models with the Material Point Method. Comput. Graph. Forum 39(7): 93-104 (2020) - [j76]Jinxing Li, Mu Li, Guangming Lu, Bob Zhang, Hongpeng Yin, David Zhang:
Similarity and diversity induced paired projection for cross-modal retrieval. Inf. Sci. 539: 215-228 (2020) - [j75]Wei Cao, Zhixin Yang, Xiaohua Ren, Luan Lyu, Bob Zhang, Yanci Zhang, Enhua Wu:
An improved solution for deformation simulation of nonorthotropic geometric models. Comput. Animat. Virtual Worlds 31(1) (2020) - [j74]Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou:
Dual sparse learning via data augmentation for robust facial image classification. Int. J. Mach. Learn. Cybern. 11(8): 1717-1734 (2020) - [j73]Shaoning Zeng, Bob Zhang, Jianping Gou:
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification. Multim. Tools Appl. 79(29-30): 20617-20638 (2020) - [j72]Ruijun Ma, Bob Zhang, Haifeng Hu:
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising. Neural Process. Lett. 51(3): 2669-2684 (2020) - [j71]Shuping Zhao, Bob Zhang:
Deep discriminative representation for generic palmprint recognition. Pattern Recognit. 98 (2020) - [j70]Jianjun Qian, Jian Yang, Yong Xu, Jin Xie, Zhihui Lai, Bob Zhang:
Image decomposition based matrix regression with applications to robust face recognition. Pattern Recognit. 102: 107204 (2020) - [j69]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Two-stage knowledge transfer framework for image classification. Pattern Recognit. 107: 107529 (2020) - [j68]Tan Guo, Fulin Luo, Lei Zhang, Bob Zhang, Xiaoheng Tan, Xiaocheng Zhou:
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3521-3533 (2020) - [j67]Lunke Fei, Bob Zhang, Yong Xu, Di Huang, Wei Jia, Jie Wen:
Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition. IEEE Trans. Circuits Syst. Video Technol. 30(2): 468-481 (2020) - [j66]Lunke Fei, Bob Zhang, Wei Jia, Jie Wen, David Zhang:
Feature Extraction for 3-D Palmprint Recognition: A Survey. IEEE Trans. Instrum. Meas. 69(3): 645-656 (2020) - [j65]Lunke Fei, Bob Zhang, Shaohua Teng, Zhenhua Guo, Shuyi Li, Wei Jia:
Joint Multiview Feature Learning for Hand-Print Recognition. IEEE Trans. Instrum. Meas. 69(12): 9743-9755 (2020) - [j64]Lei Zhang, Ji Liu, Bob Zhang, David Zhang, Ce Zhu:
Deep Cascade Model-Based Face Recognition: When Deep-Layered Learning Meets Small Data. IEEE Trans. Image Process. 29: 1016-1029 (2020) - [j63]Shanshan Wang, Lei Zhang, Wangmeng Zuo, Bob Zhang:
Class-Specific Reconstruction Transfer Learning for Visual Recognition Across Domains. IEEE Trans. Image Process. 29: 2424-2438 (2020) - [j62]Hengmin Zhang, Jianjun Qian, Bob Zhang, Jian Yang, Chen Gong, Yang Wei:
Low-Rank Matrix Recovery via Modified Schatten-p Norm Minimization With Convergence Guarantees. IEEE Trans. Image Process. 29: 3132-3142 (2020) - [j61]Jinxing Li, Xiaobao Guo, Guangming Lu, Bob Zhang, Yong Xu, Feng Wu, David Zhang:
DRPL: Deep Regression Pair Learning for Multi-Focus Image Fusion. IEEE Trans. Image Process. 29: 4816-4831 (2020) - [j60]Ting Shu, Bob Zhang, Yuan Yan Tang:
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2847-2856 (2020) - [j59]Jinxing Li, Bob Zhang, Guangming Lu, Jane You, Yong Xu, Feng Wu, David Zhang:
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4791-4805 (2020) - [j58]Shuping Zhao, Bob Zhang:
Learning Salient and Discriminative Descriptor for Palmprint Feature Extraction and Identification. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5219-5230 (2020) - [c30]Jianzhao Zhang, Guojun Chen, Yue Dong, Jian Shi, Bob Zhang, Enhua Wu:
Deep Inverse Rendering for Practical Object Appearance Scan with Uncalibrated Illumination. CGI 2020: 71-82 - [c29]Qi Zhang, Jianhang Zhou, Bob Zhang:
A Noninvasive Method to Detect Diabetes Mellitus and Lung Cancer Using the Stacked Sparse autoencoder. ICASSP 2020: 1409-1413 - [c28]Shuping Zhao, Bob Zhang, Shuyi Li:
Discriminant and Sparsity Based Least Squares Regression with l1 Regularization for Feature Representation. ICASSP 2020: 1504-1508 - [c27]Jianhang Zhou, Qi Zhang, Bob Zhang:
A Progressive Stack Face-based Network for Detecting Diabetes Mellitus and Breast Cancer. IJCB 2020: 1-9 - [c26]Hengmin Zhang, Wenli Du, Xiaoqian Liu, Bob Zhang, Feng Qian:
Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications. ICCSIP 2020: 121-130 - [c25]Lunke Fei, Jianyang Qin, Peng Liu, Jie Wen, Chunwei Tian, Bob Zhang, Shuping Zhao:
Jointly Learning Multiple Curvature Descriptor for 3D Palmprint Recognition. ICPR 2020: 302-308 - [c24]Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Guo-Sen Xie:
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network. IJCAI 2020: 3230-3236 - [c23]Jie Wen, Zheng Zhang, Zhao Zhang, Zhihao Wu, Lunke Fei, Yong Xu, Bob Zhang:
DIMC-net: Deep Incomplete Multi-view Clustering Network. ACM Multimedia 2020: 3753-3761 - [i4]Shaoning Zeng, Bob Zhang:
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs. CoRR abs/2005.06707 (2020)
2010 – 2019
- 2019
- [b3]Bob Zhang, Qijun Zhao, David Zhang:
Facial Multi-Characteristics and Applications. WSPC/HEP 2019, ISBN 9789813234574, pp. 1-428 - [j57]Ting Shu, Bob Zhang, Yuan Yan Tang:
Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier. IEEE Access 7: 49669-49679 (2019) - [j56]Jinxing Li, Bob Zhang, Guangming Lu, David Zhang:
Dual Asymmetric Deep Hashing Learning. IEEE Access 7: 113372-113384 (2019) - [j55]Wei Yan, Bob Zhang, Zuyuan Yang, Shengli Xie:
Similarity Learning-Induced Symmetric Nonnegative Matrix Factorization for Image Clustering. IEEE Access 7: 166380-166389 (2019) - [j54]Shuping Zhao, Bob Zhang:
Robust and adaptive algorithm for hyperspectral palmprint region of interest extraction. IET Biom. 8(6): 391-400 (2019) - [j53]Wei Nie, Bob Zhang:
Robust and adaptive ROI extraction for hyperspectral dorsal hand vein images. IET Comput. Vis. 13(6): 595-604 (2019) - [j52]Linbin Ye, Bob Zhang, Meng Yang, Wei Lian:
Triple-translation GAN with multi-layer sparse representation for face image synthesis. Neurocomputing 358: 294-308 (2019) - [j51]Jinxing Li, Bob Zhang, Guangming Lu, David Zhang:
Generative multi-view and multi-feature learning for classification. Inf. Fusion 45: 215-226 (2019) - [j50]Jinxing Li, Bob Zhang, Guangming Lu, Jane You, David Zhang:
Body surface feature-based multi-modal Learning for Diabetes Mellitus detection. Inf. Sci. 472: 1-14 (2019) - [j49]Lunke Fei, Bob Zhang, Wei Zhang, Shaohua Teng:
Local apparent and latent direction extraction for palmprint recognition. Inf. Sci. 473: 59-72 (2019) - [j48]Shuping Zhao, Bob Zhang, C. L. Philip Chen:
Joint deep convolutional feature representation for hyperspectral palmprint recognition. Inf. Sci. 489: 167-181 (2019) - [j47]Zuofeng Zhong, Jiajun Wen, Bob Zhang, Yong Xu:
A general moving detection method using dual-target nonparametric background model. Knowl. Based Syst. 164: 85-95 (2019) - [j46]Xing Wang, Bob Zhang, Meng Yang, Kangyin Ke, Weishi Zheng:
Robust joint representation with triple local feature for face recognition with single sample per person. Knowl. Based Syst. 181 (2019) - [j45]Shaoning Zeng, Bob Zhang, Yuandong Lan, Jianping Gou:
Robust collaborative representation-based classification via regularization of truncated total least squares. Neural Comput. Appl. 31(10): 5689-5697 (2019) - [j44]Lunke Fei, Bob Zhang, Yong Xu, Wei Jia, Jie Wen, Jigang Wu:
Precision direction and compact surface type representation for 3D palmprint identification. Pattern Recognit. 87: 237-247 (2019) - [j43]Jianhang Zhou, Bob Zhang:
Collaborative Representation Using Non-Negative Samples for Image Classification. Sensors 19(11): 2609 (2019) - [j42]Jinxing Li, Bob Zhang, Guangming Lu, Hu Ren, David Zhang:
Visual Classification With Multikernel Shared Gaussian Process Latent Variable Model. IEEE Trans. Cybern. 49(8): 2886-2899 (2019) - [j41]Lunke Fei, Bob Zhang, Yong Xu, Zhenhua Guo, Jie Wen, Wei Jia:
Learning Discriminant Direction Binary Palmprint Descriptor. IEEE Trans. Image Process. 28(8): 3808-3820 (2019) - [j40]Hengmin Zhang, Chen Gong, Jianjun Qian, Bob Zhang, Chunyan Xu, Jian Yang:
Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization. IEEE Trans. Neural Networks Learn. Syst. 30(10): 2916-2925 (2019) - [c22]Yao Lu, Guangming Lu, Bob Zhang, Yuanrong Xu, Jinxing Li:
Super Sparse Convolutional Neural Networks. AAAI 2019: 4440-4447 - [c21]Jie Wen, Zheng Zhang, Yong Xu, Bob Zhang, Lunke Fei, Hong Liu:
Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering. AAAI 2019: 5393-5400 - [c20]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Two-stage Image Classification Supervised by a Single Teacher Single Student Model. BMVC 2019: 99 - [c19]Lunke Fei, Bob Zhang, Shaohua Teng, An Zeng, Chunwei Tian, Wei Zhang:
Learning Discriminative Finger-knuckle-print Descriptor. ICASSP 2019: 2137-2141 - [c18]Wei Nie, Bob Zhang, Shuping Zhao:
A Novel Hyperspectral Based Dorsal Hand Recognition System. ICMLC 2019: 362-367 - [i3]Jianhang Zhou, Shaoning Zeng, Bob Zhang:
Two-stage Image Classification Supervised by a Single Teacher Single Student Model. CoRR abs/1909.12111 (2019) - 2018
- [j39]Wei Yan, Bob Zhang, Zuyuan Yang:
A Novel Regularized Nonnegative Matrix Factorization for Spectral-Spatial Dimension Reduction of Hyperspectral Imagery. IEEE Access 6: 77953-77964 (2018) - [j38]Ting Shu, Bob Zhang, Yuan Yan Tang:
An improved noninvasive method to detect Diabetes Mellitus using the Probabilistic Collaborative Representation based Classifier. Inf. Sci. 467: 477-488 (2018) - [j37]Bob Zhang, Xihua Xiao, Guangming Lu:
Facial beauty analysis based on features prediction and beautification models. Pattern Anal. Appl. 21(2): 529-542 (2018) - [j36]Jie Wen, Bob Zhang, Yong Xu, Jian Yang, Na Han:
Adaptive weighted nonnegative low-rank representation. Pattern Recognit. 81: 326-340 (2018) - [j35]Jinxing Li, Bob Zhang, David Zhang:
Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4272-4286 (2018) - [j34]Lei Luo, Jian Yang, Bob Zhang, Jielin Jiang, Heng Huang:
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5330-5344 (2018) - [c17]Jinxing Li, Hongwei Yong, Bob Zhang, Mu Li, Lei Zhang, David Zhang:
A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification. AAAI 2018: 3498-3505 - [c16]Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou:
Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification. ACML 2018: 502-517 - [c15]Jingru Fu, Lei Zhang, Bob Zhang, Wei Jia:
Guided Learning: A New Paradigm for Multi-task Classification. CCBR 2018: 239-246 - [c14]Yao Lu, Guangming Lu, Yuanrong Xu, Bob Zhang:
AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks. IJCAI 2018: 2511-2517 - [c13]Jinxing Li, Bob Zhang, Guangming Lu, David Zhang:
Shared Linear Encoder-based Gaussian Process Latent Variable Model for Visual Classification. ACM Multimedia 2018: 26-34 - [i2]Jinxing Li, Bob Zhang, Guangming Lu, David Zhang:
Dual Asymmetric Deep Hashing Learning. CoRR abs/1801.08360 (2018) - [i1]Shaoning Zeng, Bob Zhang, Jianping Gou:
Deep Collaborative Weight-based Classification. CoRR abs/1802.07589 (2018) - 2017
- [b2]David Zhang, Hongzhi Zhang, Bob Zhang:
Tongue Image Analysis. Springer 2017, ISBN 978-981-10-2166-4, pp. 1-335 - [j33]Ting Shu, Bob Zhang, Yuan Yan Tang:
An extensive analysis of various texture feature extractors to detect Diabetes Mellitus using facial specific regions. Comput. Biol. Medicine 83: 69-83 (2017) - [j32]Jinxing Li, Bob Zhang, David Zhang:
Joint discriminative and collaborative representation for fatty liver disease diagnosis. Expert Syst. Appl. 89: 31-40 (2017) - [j31]Yong Xu, Zhengming Li, Bob Zhang, Jian Yang, Jane You:
Sample diversity, representation effectiveness and robust dictionary learning for face recognition. Inf. Sci. 375: 171-182 (2017) - [j30]Jinxing Li, David Zhang, Yongcheng Li, Jian Wu, Bob Zhang:
Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection. Inf. Sci. 384: 191-204 (2017) - [j29]Hengmin Zhang, Jian Yang, Jianchun Xie, Jianjun Qian, Bob Zhang:
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition. Inf. Sci. 394: 1-17 (2017) - [j28]Xiaobo Chen, Zhongjie Wei, Zuoyong Li, Jun Liang, Yingfeng Cai, Bob Zhang:
Ensemble correlation-based low-rank matrix completion with applications to traffic data imputation. Knowl. Based Syst. 132: 249-262 (2017) - [j27]Wei Yan, Bob Zhang, Sihan Ma, Zuyuan Yang:
A novel regularized concept factorization for document clustering. Knowl. Based Syst. 135: 147-158 (2017) - [j26]Yue-Tong Luo, Lan-Ying Zhao, Bob Zhang, Wei Jia, Feng Xue, Jing-Ting Lu, Yi-Hai Zhu, Bing-Qing Xu:
Erratum to "Local line directional pattern for palmprint recognition" [Pattern Recognit. 50(2016) 26-44]. Pattern Recognit. 61: 221 (2017) - [j25]Kunai Zhang, Da Huang, Bob Zhang, David Zhang:
Improving texture analysis performance in biometrics by adjusting image sharpness. Pattern Recognit. 66: 16-25 (2017) - [j24]Ting Shu, Bob Zhang, Yuan Yan Tang:
Novel Noninvasive Brain Disease Detection System Using a Facial Image Sensor. Sensors 17(12): 2843 (2017) - [j23]Wei Jia, Bob Zhang, Jing-Ting Lu, Yihai Zhu, Yang Zhao, Wangmeng Zuo, Haibin Ling:
Palmprint Recognition Based on Complete Direction Representation. IEEE Trans. Image Process. 26(9): 4483-4498 (2017) - [j22]Zuofeng Zhong, Bob Zhang, Guangming Lu, Yong Zhao, Yong Xu:
An Adaptive Background Modeling Method for Foreground Segmentation. IEEE Trans. Intell. Transp. Syst. 18(5): 1109-1121 (2017) - [c12]Wei Yan, Bob Zhang, Sihan Ma:
Robust semi-supervised concept factorization. IJCNN 2017: 1011-1017 - 2016
- [j21]Yong Xu, Jixiang Dong, Bob Zhang, Daoyun Xu:
Background modeling methods in video analysis: A review and comparative evaluation. CAAI Trans. Intell. Technol. 1(1): 43-60 (2016) - [j20]Lunke Fei, Yong Xu, Bob Zhang, Xiaozhao Fang, Jie Wen:
Low-rank representation integrated with principal line distance for contactless palmprint recognition. Neurocomputing 218: 264-275 (2016) - [j19]Yue-Tong Luo, Lan-Ying Zhao, Bob Zhang, Wei Jia, Feng Xue, Jing-Ting Lu, Yi-Hai Zhu, Bing-Qing Xu:
Local line directional pattern for palmprint recognition. Pattern Recognit. 50: 26-44 (2016) - [j18]Lunke Fei, Bob Zhang, Yong Xu, Liping Yan:
Palmprint Recognition Using Neighboring Direction Indicator. IEEE Trans. Hum. Mach. Syst. 46(6): 787-798 (2016) - [j17]Lei Luo, Liang Chen, Jian Yang, Jianjun Qian, Bob Zhang:
Tree-Structured Nuclear Norm Approximation With Applications to Robust Face Recognition. IEEE Trans. Image Process. 25(12): 5757-5767 (2016) - [j16]Yanan Guo, Dapeng Tao, Jun Cheng, Alan William Dougherty, Yaotang Li, Kun Yue, Bob Zhang:
Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition. IEEE Trans. Multim. 18(10): 1977-1987 (2016) - [c11]Jing-Ting Lu, Hui Ye, Wei Jia, Yang Zhao, Hai Min, Wenxiong Kang, Bob Zhang:
A Performance Evaluation of Local Descriptors, Direction Coding and Correlation Filters for Palm Vein Recognition. CCBR 2016: 279-287 - 2015
- [j15]Ting Shu, Bob Zhang:
Non-invasive Health Status Detection System Using Gabor Filters Based on Facial Block Texture Features. J. Medical Syst. 39(4): 41 (2015) - [j14]Yahui Liu, Bob Zhang, David Zhang:
Ear-parotic face angle: A unique feature for 3D ear recognition. Pattern Recognit. Lett. 53: 9-15 (2015) - [j13]Yong Xu, Bob Zhang, Zuofeng Zhong:
Multiple representations and sparse representation for image classification. Pattern Recognit. Lett. 68: 9-14 (2015) - [c10]Ting Shu, Bob Zhang, Yuan Yan Tang:
Simplified and Improved Patch Ordering for Diabetes Mellitus detection. CYBCONF 2015: 371-376 - 2014
- [j12]Bob Zhang, B. V. K. Vijaya Kumar, David Zhang:
Detecting Diabetes Mellitus and Nonproliferative Diabetic Retinopathy Using Tongue Color, Texture, and Geometry Features. IEEE Trans. Biomed. Eng. 61(2): 491-501 (2014) - [j11]Bob Zhang, B. V. K. Vijaya Kumar, David Zhang:
Noninvasive Diabetes Mellitus Detection Using Facial Block Color With a Sparse Representation Classifier. IEEE Trans. Biomed. Eng. 61(4): 1027-1033 (2014) - [c9]Ting Shu, Bob Zhang:
Diabetes Mellitus Detection Based on Facial Block Texture Features Using the Gabor Filter. CSE 2014: 1-6 - [c8]Han Zhang, Bob Zhang:
Disease Detection Using Tongue Geometry Features with Sparse Representation Classifier. ICMB 2014: 102-107 - 2013
- [j10]Xingzheng Wang, Bob Zhang, Zhenhua Guo, David Zhang:
Facial image medical analysis system using quantitative chromatic feature. Expert Syst. Appl. 40(9): 3738-3746 (2013) - [j9]Bob Zhang, Xingzheng Wang, Fakhri Karray, Zhimin Yang, David Zhang:
Computerized facial diagnosis using both color and texture features. Inf. Sci. 221: 49-59 (2013) - [j8]Xingzheng Wang, Bob Zhang, Zhimin Yang, Haoqian Wang, David Zhang:
Statistical Analysis of Tongue Images for Feature Extraction and Diagnostics. IEEE Trans. Image Process. 22(12): 5336-5347 (2013) - [j7]Bob Zhang, Wei Li, Pei Qing, David Zhang:
Palm-Print Classification by Global Features. IEEE Trans. Syst. Man Cybern. Syst. 43(2): 370-378 (2013) - 2012
- [j6]Bob Zhang, Jane You, Fakhri Karray:
Detecting Optic Disc on Asians by Multiscale Gaussian Filtering. Int. J. Biomed. Imaging 2012: 727154:1-727154:10 (2012) - [j5]Bob Zhang, Fakhri Karray, Qin Li, Lei Zhang:
Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction. Inf. Sci. 200: 78-90 (2012) - [j4]Wei Li, Bob Zhang, Lei Zhang, Jingqi Yan:
Principal Line-Based Alignment Refinement for Palmprint Recognition. IEEE Trans. Syst. Man Cybern. Part C 42(6): 1491-1499 (2012) - 2011
- [b1]Bob Zhang:
Retinal Image Analysis and its use in Medical Applications. University of Waterloo, Ontario, Canada, 2011 - 2010
- [j3]Bob Zhang, Lin Zhang, Lei Zhang, Fakhri Karray:
Retinal vessel extraction by matched filter with first-order derivative of Gaussian. Comput. Biol. Medicine 40(4): 438-445 (2010) - [j2]Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray:
Detection of microaneurysms using multi-scale correlation coefficients. Pattern Recognit. 43(6): 2237-2248 (2010) - [j1]Meindert Niemeijer, Bram van Ginneken, Michael J. Cree, Atsushi Mizutani, Gwenolé Quellec, Clara I. Sánchez, Bob Zhang, Roberto Hornero, Mathieu Lamard, Chisako Muramatsu, Xiangqian Wu, Guy Cazuguel, Jane You, Agustín Mayo, Qin Li, Yuji Hatanaka, Béatrice Cochener, Christian Roux, Fakhri Karray, María García, Hiroshi Fujita, Michael D. Abràmoff:
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 29(1): 185-195 (2010) - [c7]Qin Li, Jinghua Wang, Jane You, Bob Zhang, Fakhri Karray:
Refractive error detection via group sparse representation. AIS 2010: 1-5 - [c6]Bob Zhang, Fakhri Karray:
Optic disc and fovea detection via multi-scale matched filters and a vessels' directional matched filter. AIS 2010: 1-5 - [c5]Bob Zhang, Lei Zhang, Jane You, Fakhri Karray:
Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning. ICPR 2010: 277-280 - [c4]Bob Zhang, Fakhri Karray:
Optic Disc Detection by Multi-scale Gaussian Filtering with Scale Production and a Vessels' Directional Matched Filter. ICMB 2010: 173-180 - [c3]Bob Zhang, Qin Li, Lei Zhang, Jane You, Fakhri Karray:
Retinal Vessel Centerline Extraction Using Multiscale Matched Filter and Sparse Representation-Based Classifier. ICMB 2010: 181-190
2000 – 2009
- 2009
- [c2]Bob Zhang, Jane You, Fakhri Karray, Chea-su Kee, Qin Li:
Astigmatism and Eye Shape. IPCV 2009: 72-77 - [c1]Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray:
Hierarchical detection of red lesions in retinal images by multiscale correlation filtering. Computer-Aided Diagnosis 2009: 72601L
Coauthor Index
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