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Touchless Palmprint Recognition based on 3D Gabor Template and Block Feature Refinement


Mar 03, 2021
Zhaoqun Li, Xu Liang, Dandan Fan, Jinxing Li, Wei Jia, David Zhang


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Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed Images


Oct 09, 2020
Xin Feng, Wenjie Pei, Zihui Jia, David Zhang, Guangming Lu

* 13 pages, 11 figures 

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Designing and Training of A Dual CNN for Image Denoising


Jul 08, 2020
Chunwei Tian, Yong Xu, Wangmeng Zuo, Bo Du, Chia-Wen Lin, David Zhang


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Learning Context-Based Non-local Entropy Modeling for Image Compression


May 10, 2020
Mu Li, Kai Zhang, Wangmeng Zuo, Radu Timofte, David Zhang


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Biometric Recognition Using Deep Learning: A Survey


Nov 30, 2019
Shervin Minaee, Amirali Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang

* Under Review 

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Bit Efficient Quantization for Deep Neural Networks


Oct 07, 2019
Prateeth Nayak, David Zhang, Sek Chai

* EMC2 - NeurIPS workshop 2019, #latentai 

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Non-negative Sparse and Collaborative Representation for Pattern Classification


Aug 29, 2019
Jun Xu, Zhou Xu, Wangpeng An, Haoqian Wang, David Zhang

* 26 pages, 11 tables, 3 figures. arXiv admin note: text overlap with arXiv:1806.04329 

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Efficient and Effective Context-Based Convolutional Entropy Modeling for Image Compression


Jun 24, 2019
Mu Li, Kede Ma, Jane You, David Zhang, Wangmeng Zuo


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Remove Cosine Window from Correlation Filter-based Visual Trackers: When and How


May 16, 2019
Feng Li, Xiaohe Wu, Wangmeng Zuo, David Zhang, Lei Zhang

* 13 pages, 7 figures, submitted to IEEE Transactions on Image Processing 

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Learning Content-Weighted Deep Image Compression


Apr 01, 2019
Mu Li, Wangmeng Zuo, Shuhang Gu, Jane You, David Zhang


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Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation


Mar 25, 2019
Lei Zhang, Shanshan Wang, Guang-Bin Huang, Wangmeng Zuo, Jian Yang, David Zhang

* This paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems 

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Simultaneous Fidelity and Regularization Learning for Image Restoration


Oct 16, 2018
Dongwei Ren, Wangmeng Zuo, David Zhang, Lei Zhang, Ming-Hsuan Yang


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External Prior Guided Internal Prior Learning for Real-World Noisy Image Denoising


Oct 15, 2018
Jun Xu, Lei Zhang, David Zhang

* 14 pages, 13figures, IEEE Trans. Image Processing 27(6): 2996-3010 (2018) 

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A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising


Jul 11, 2018
Jun Xu, Lei Zhang, David Zhang

* Accepted to ECCV 2018. 17 pages, not including supplemental material. Code will be published on https://github.com/csjunxu/TWSC-ECCV2018 

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Enlarging Context with Low Cost: Efficient Arithmetic Coding with Trimmed Convolution


Jul 03, 2018
Mu Li, Shuhang Gu, David Zhang, Wangmeng Zuo


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Real-world Noisy Image Denoising: A New Benchmark


Apr 07, 2018
Jun Xu, Hui Li, Zhetong Liang, David Zhang, Lei Zhang

* 13 pages, 8 figures, 8 tables. arXiv admin note: text overlap with arXiv:1707.01313 by other authors 

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Dual Asymmetric Deep Hashing Learning


Jan 25, 2018
Jinxing Li, Bob Zhang, Guangming Lu, David Zhang

* 12 pages, 6 figures, 7 tables, 37 conferences 

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Integrating Boundary and Center Correlation Filters for Visual Tracking with Aspect Ratio Variation


Oct 05, 2017
Feng Li, Yingjie Yao, Peihua Li, David Zhang, Wangmeng Zuo, Ming-Hsuan Yang

* Accepted by ICCV 2017 workshop 

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Learning Convolutional Networks for Content-weighted Image Compression


Sep 19, 2017
Mu Li, Wangmeng Zuo, Shuhang Gu, Debin Zhao, David Zhang


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Learning Domain-Invariant Subspace using Domain Features and Independence Maximization


Jun 22, 2017
Ke Yan, Lu Kou, David Zhang

* Accepted 

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Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising


May 28, 2017
Jun Xu, Lei Zhang, David Zhang, Xiangchu Feng

* 9 pages, 4 figures, submitted 

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GPU Activity Prediction using Representation Learning


Mar 27, 2017
Aswin Raghavan, Mohamed Amer, Timothy Shields, David Zhang, Sek Chai

* Proceedings of the 33 rd International Conference on Machine Learning, New York, NY, USA, 2016. JMLR: W&CP volume 48. Copyright 2016 by the author(s) 

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Low Precision Neural Networks using Subband Decomposition


Mar 24, 2017
Sek Chai, Aswin Raghavan, David Zhang, Mohamed Amer, Tim Shields

* Presented at CogArch Workshop, Atlanta, GA, April 2016 

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Deep Identity-aware Transfer of Facial Attributes


Oct 18, 2016
Mu Li, Wangmeng Zuo, David Zhang


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Evolutionary Cost-sensitive Extreme Learning Machine


Sep 22, 2016
Lei Zhang, David Zhang

* This paper has been accepted for publication in IEEE Transactions on Neural Networks and Learning Systems 

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Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation


Aug 23, 2016
Mu Li, Wangmeng Zuo, David Zhang

* 9 pages, 7 figures 

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Robust Visual Knowledge Transfer via EDA


Aug 09, 2016
Lei Zhang, David Zhang

* This paper has been accepted for publication in IEEE Transactions on Image Processing 

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Multi-modal Fusion for Diabetes Mellitus and Impaired Glucose Regulation Detection


Apr 12, 2016
Jinxing Li, David Zhang, Yongcheng Li, Jian Wu

* 9 pages, 8 figures, 30 conference 

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Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition


Mar 25, 2016
Yan Yan, Hanzi Wang, Si Chen, Xiaochun Cao, David Zhang


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