个人简介
Education Experience
2004.9—2009.6 Master-Ph.D integrated student, Patt. Recog. Intell. Sys., NJUST;
2000.9—2004.6 B.S., College of Chemistry, NJUST.
Work Experience
2018.7— Full Professor, NUIST;
2016.4— 2018.6, Associate Professor, NUIST;
2014.12— 2015.12, Visiting Professor, Sungkyunkwan University, Korea;
2009.7—2013.3, Assistant Professor, College of Computer and Software, NUIST;
2008.10-2008.12, Visiting Scholar, École Nationale Supérieure des Mines d'Alès, France
研究领域
Computer Vision, Scene Understanding, Multimedia Analysis, Multimedia Forensics and Security.
近期论文
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Yuhui Zheng, Huihui Song, Kaihua Zhang, Jiaqing Fan, Xinyan Liu. Dynamically Spatio-temporal Regularized Correlation Tracking. IEEE Transactions on Neural Networks and Learning Systems, online., DOI:10.1109/TNNLS.2019.2929407, 2019.
Le Sun, Chenyang Ma, Yunjie Chen, Yuhui Zheng*, Hiuk Jae Shim, Zebin Wu, Byeungwoo Jeon. Low Rank Component Induced Spatial-spectral Kernel Method for Hyperspectral Image Classification. IEEE Transactions on Circuits and Systems for Video Technology, online, DOI:10.1109/TCSVT.2019.2946723, 2019.
Xu Cheng, Yifeng Zhang, Lin Zhou, Yuhui Zheng. Visual tracking via Auto-Encoder pair Correlation Filter. IEEE Transactions on Industrial Electronics, online DOI:10.1109/TIE.2019.2913815, 2019.
Guoqing Zhang, Huaijiang Sun, Yuhui Zheng, Guiyu Xia, Lei Feng, Quansen Sun. Optimal Discriminative Projection for Sparse Representation-based Classification via Bilevel Optimization. IEEE Transactions on Circuits and Systems for Video Technology, online, DOI:10.1109/TCSVT.2019.2902672, 2019.
Yuhui Zheng, Feiyang Wu, Hiuk Jae Shim, Le Sun. Sparse Unmixing for Hyperspectral Image with Nonlocal Low-Rank Prior. Remote Sensing. 11(24), 2897, 2019.
Yuhui Zheng, Huihui Song, Le Sun, Zebin Wu, Byeungwoo Jeon. Spatiotemporal Fusion of Satellite Images via Very Deep Convolutional Networks. Remote Sensing, 11(22)，2701,2019.
Yuhui Zheng, Le Sun, Shunfeng Wang, Jianwei Zhang, Jifeng Ning. Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking. IEEE Transactions on Neural Networks and Learning Systems, 30(10): 3024-3034, 2019.
Yuhui Zheng, Xilong Wang, Guoqing Zhang, Baihua Xiao, Fu Xiao, Jianwei Zhang. Multiple Kernel Coupled Projections for Domain Adaptive Dictionary Learning. IEEE Transactions on Multimedia, 21(9): 2292-2304, 2019.
Zhaoqing Pan, Weijie Yu, Xiaokai Yi, Asifullah Khan, Feng Yuan, Yuhui Zheng*. Recent Progress on Generative Adversarial Networks (GANs): A Survey. IEEE Access 7, 36322 – 36333, 2019.
Zhaoqing Pan, He Qin, Xiaokai Yi, Yuhui Zheng, Asifullah Khan. Low complexity versatile video coding for traffic surveillance system. International Journal of Sensor Networks, 30(2): 116-125, 2019.
Beijing Chen, Ye Gao, Lingzheng Xu, Xiaopeng Hong, Yuhui Zheng, Yunqing Shi. Color image splicing localization algorithm by quaternion fully convolutional networks and superpixel-enhanced pairwise conditional random field. Mathematical Biosciences and Engineering, 16(6):6907-6922, 2019.
Beijing Chen, Xiaoming Qi, Yiting Wang, Yuhui Zheng*, Hiuk Jae Shim, Yunqing Shi. An Improved Splicing Localization Method by Fully Convolutional Networks. IEEE Access, 6: 69472-69480, 2018.
Chaofeng Li, Yu Zhang, Xiaojun Wu, Yuhui Zheng. A Multi-Scale Learning Local Phase and Amplitude Blind Image Quality Assessment for Multiply Distorted Images. IEEE Access, 6: 64577-64586, 2018.
Yuhui Zheng, Min Li, Jianwei Zhang, Jin Wang. Selection of regularization parameter in GMM based image denoising method. Multimedia Tools and Applications, 77(22): 30121-30134, 2018.
Hui Xia, Xiangguo Cheng, Yuhui Zheng, Anfeng Liu. A Novel Light-weight Subjective Trust Inference Framework in MANETs. IEEE Transactions on Sustainable Computing, PP(99): 1-1, DOI:10.1109/TSUSC.2018.2817219, 2018.
Le Sun, Byeungwoo Jeon, Bushra Naz Soomro, Yuhui Zheng, Zebin Wu, Liang Xiao. Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising. IEEE Access, 6: 12031-12043, 2018.
Leiming Yan, Yuhui Zheng, Jie Cao. Few-shot learning for short text classification. Multimedia Tools and Applications, 77(22): 29799-29810, 2018.
Beijing Chen, Chunfei Zhou, Byeungwoo Jeon, Yuhui Zheng, Jinwei Wang. Quaternion discrete fractional random transform for color image adaptive watermarking. Multimedia Tools and Applications, 77(16): 20809-20837, 2018.
Leiming Yan, Yuhui Zheng. Evolutionary Spatiotemporal Community Discovery in Dynamic Weighted Networks. Journal of Internet Technology, 19(2): 499-506, 2018.
Bin Gu, Yingying Shan, Victor S Sheng, Yuhui Zheng, Shuo Li. Sparse regression with output correlation for cardiac ejection fraction estimation. Information Sciences, 423: 303-312, 2018.
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