个人简历

教育经历\r
1998年09月-2002年07月，哈尔滨工业大学计算机科学与技术学院，学士\r
2002年09月-2004年07月，哈尔滨工业大学计算机科学与技术学院，硕士\r
2007年08月-2010年02月，香港理工大学电子计算学系，博士\r
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工作经历\r
2005年05月-2007年08月, 香港理工大学电子计算学系，助理研究员\r
2010年04月-2012年03月，清华大学深圳研究生院，博士后\r
2012年4月至2013年12月，清华大学深圳研究生院，讲师\r
2013年09月-2019年09月，卡内基梅隆大学，访问学者\r
2013年12月-2019年08月，清华大学深圳研究生院，副研究员\r
2019年08月至今，清华大学深圳国际研究生院，副研究员

研究领域

""一直从事模式识别、计算机视觉、深度学习等方面的科研工作，尤其侧重于生物特征识别、目标检测等领域的研究工作""""

近期论文

Haohao Sun, Yilong Zhang, Peng Chen, Haixia Wang, Zhenhua Guo, Yong-hong He, Ronghua Liang, Synchronous fingerprint acquisition system based on total internal reflection and optical coherence tomography, IEEE Transactions on Instrumentation and Measurement (T-IM), to appear.\r
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Xiaoshuang Shi, Zhenhua Guo, Fuyong Xing, Yun Liang, Lin Yang, Anchor-based Self-ensembling for Semi-supervised Deep Pairwise Hashing, International Journal of Computer Vision (IJCV),DOI：10.1007/s11263-020-01299-x.\r
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Shengjie Chen, Zhenhua Guo, Jianjiang Feng, Jie Zhou, An improved contact-based high-resolution palmprint image acquisition system, IEEE Transactions on Instrumentation and Measurement (T-IM), DOI: 10.1109/TIM.2020.2976081.\r
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Feng Liu, Caixiong Shen, Haozhe Liu, Guojie Liu, Yahui Liu, Zhenhua Guo, Lei Wang, A Flexible Touch-based Fingerprint Acquisition Device and A Benchmark Database using Optical Coherence Tomography, IEEE Transactions on Instrumentation and Measurement (T-IM), DOI：10.1109/TIM.2020.2967513.\r
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Xu Liang, David Zhang, Guangming Lu, Zhenhua Guo, Nan Luo, A Novel Multicamera System for High-Speed Touchless Palm Recognition, IEEE Transactions on Systems, Man and Cybernetics: Systems (T-SMC), DOI: 10.1109/TSMC.2019.2898684.\r
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Xiaofeng Liu, Zhenhua Guo, Jane You, B.V.K. Kumar, Dependency-Aware Attention Control for Image Set-Based Face Recognition,IEEE Transactions on Information Forensics & Security (T-IFS), vol. 15, no. 1, pp.1501-1512, 2020.\r
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Lunke Fei, Bob Zhang, Yong Xu, Zhenhua Guo, Jie Wen, Wei Jia, Learning discriminant direction binary palmprint descriptor, IEEE Transactions on Image Processing (T-IP), vol.28, no. 8, pp.3808-3820, 2019.\r
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Weisheng Dong, Guangming Shi, Xin Li, Kefan Peng, Jinjian Wu, Zhenhua Guo, Color-guided depth recovery via joint local structural and nonlocal low-rank regularization, IEEE Transactions on Multimedia (T-MM), vol. 19, no. 2, pp. 293-301, 2017.\r
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Xiaofeng Qu, David Zhang, Guangming Lu, Zhenhua Guo, Door Knob Hand Recognition System, IEEE Transactions on Systems, Man, and Cybernetics: Systems (T-SMC), vol. 47, no. 11, pp. 2870-2881, 2017.\r
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Zhenhua Guo, Xingzheng Wang, Jie Zhou, Jane You, Robust texture image representation by scale selective local binary patterns, IEEE Transactions on Image Processing (T-IP), vol. 25, no. 2, pp. 687-699,2016.\r
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Xiaoshuang Shi, Zhenhua Guo, Feiping Nie, Lin Yang, Jane You, Dacheng Tao, Two-dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), vol.38, no.10, pp. 2130-2136, 2016.\r
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Xiaoshuang Shi, Zhenhua Guo, Zhihui Lai, Yujiu Yang, Zhifeng Bao, David Zhang, A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction, IEEE Transactions on Image Processing (T-IP),vol. 24, no.4, pp. 1341-1355, 2015.\r
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Feng Liu, David Zhang, Zhenhua Guo,Distal Interphalangeal Crease based User Authentication System, IEEE Transactions on Information Forensics & Security (T-IFS), vol. 8, no. 9, pp. 1446-1455, 2013.\r
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Zhenhua Guo, David Zhang, Lei Zhang, and Wenhuang Liu, Feature Band Selection for Online Multispectral Palmprint Recognition, IEEE Transactions on Information Forensics & Security (T-IFS), vol. 7, no. 3, pp. 1094-1099, 2012.\r
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Zhenhua Guo, Lei Zhang, David Zhang, A Completed Modeling of Local Binary Pattern Operator for Texture Classification, IEEE Transactions on Image Processing (T-IP), vol. 19, no. 6, pp. 1657-1663, 2010.