尤新革

 

尤新革，教授、博士生导师，2004年博士毕业于香港浸会大学。现任国家防伪工程技术研究中心主任。入选教育部新世纪优秀人才支持计划。现为国际电子电气工程协会高级会员，国际电子电气工程协会系统、人与机器模式识别技术委员会副主席，先后担任国际权威刊物IEEE Transactions on Cybernetics、IEEE Transactions on Systems, Man, and Cybernetics: Systems副主编和Neurocomputing等国际刊物客座主编，中国计算机学会视觉专委会、中国人工智能协会模式识别专委会等学会专委委员，中国防伪行业协会理事，中国防伪包装与产品追溯委员会副主任委员。

 近年来主持完成国家科技支撑计划、国家国际合作专项重点项目、国家自然科学基金、教育部博士点基金、湖北省重大科技专项等项目30余项；先后获湖北省科技进步一等奖、浙江省科技进步二等奖、重庆市自然科学二等奖等多项奖励；在IEEE Trans. PAMI，IEEE Trans. Image Processing，Pattern Recognition等国际刊物及国际会议上发表论文160余篇，Google他引近5000次。参与合作撰写生物特征识别英文专著两本；申请及获得国家授权发明专利40余项，国际专利一项。参与制定国家技术标准2项，行业和地方标准多项。入选爱思唯尔(Elsevier)  2020中国高被引学者。

 

实验室网页： http://bmal.hust.edu.cn

联系邮箱： youxg@mail.hust.edu.cn

  

研究方向：

计算机视觉，机器学习，数据挖掘，模式识别，图像与信号处理，小波分析及其应用，生物特征识别与智能鉴伪。

 

部分期刊论文

1.      Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Qinmu Peng, Zehong Cao, Weiping Ding: CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network. IEEE Transactions on Evolutionary Computation. 2021, in press

  1. Xiao-Yuan Jing, Xinyu Zhang, Xiaoke Zhu, Fei Wu, Xinge You, Yang Gao, Shiguang Shan, Jing-Yu Yang: Multiset Feature Learning for Highly Imbalanced Data Classification. IEEE Trans. Pattern Anal,Mach.Intell. 43(1):139-156 (2021)
  2. Yue Zhao, Yiu-ming Cheung, Xinge You, Qinmu Peng, Jiangtao Peng, Peipei Yuan, Yufeng Shi: Hyperspectral Image Classification via Spatial Window-Based Multiview Intact Feature Learning. IEEE Trans. Geosci. Remote. Sens. 59(3): 2294-2306 (2021)
  3. Jiamiao Xu, Fangzhao Wang, Qinmu Peng, Xinge You, Shuo Wang, Xiao-Yuan Jing, C. L. Philip Chen: Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1204-1216 (2021)
  4. Xiyu Yan, Huihui Gong, Yong Jiang, Shu-Tao Xia, Feng Zheng, Xinge You, Ling Shao:Video scene parsing: An overview of deep learning methods and datasets. Comput. Vis. Image Underst. 201: 103077 (2020)
  5. Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan:Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks. Medical Image Anal. 60 (2020)
  6. Jiamiao Xu, Shujian Yu, Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen:Multiview Hybrid Embedding: A Divide-and-Conquer Approach. IEEE Trans. Cybern. 50(8): 3640-3653 (2020)
  7. Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang: Multi-view Common Component Discriminant Analysis for Cross-view Classification. Pattern Recognition 92: 37-51 (2019)
  8. Xiaoke Zhu, Xiao-Yuan Jing, Fan Zhang, Xinyu Zhang, Xinge You, Xiang Cui:Distance learning by mining hard and easy negative samples for person re-identification. Pattern Recognition. 95: 211-222 (2019)
  9. Jie Xu, Chen Xu, Bin Zou, Yuan Yan Tang, Jiangtao Peng, Xinge You: New Incremental Learning Algorithm With Support Vector Machines. IEEE Trans. Syst. Man Cybern. Syst. 49(11): 2230-2241 (2019)
  10. Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao:Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling. IEEE Trans. Circuits Syst. Video Techn. PP(99): 1-1 (2018)
  11.  Xiao ke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang:Semi-supervised cross-view projection-based dictionary learning for video-based person re-identification. IEEE Trans. Circuits Syst. Video Techn. 28(10): 2599-2611 (2018)
  12.  Licheng Liu, C.L.Phllip Chen, Xinge You, Yuan Yan Tang, Yushu Zhang, Shutao Li:Mixed Noise Removal via Robust Constrained Sparse Representation. IEEE Trans. Circuits Syst. Video Techn. 28(9):2177-2189 (2018)
  13.  Shi Yin,Xinge You, Xin Yang, Qinmu Peng, Ziqi Zhu, Xiao-Yuan Jing.A Joint Space-angle Regularization Approach for Single 4D Diffusion Image Super-resolution. Magnetic Resonance in Medicine 80(5):2173-2187 (2018)
  14.  Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Xinyu Zhang, Taiping Zhang. MVideo-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics.  IEEE Trans. Image Processing 27 (11):5683-5695 (2018)
  15.  Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao: Multi-view manifold learning with locality alignment. Pattern Recognition 78:154-166 (2018)
  16.  Xiaoke Zhu, Xiao-Yuan Jing, Xinge You, Wangmeng Zuo, Shiguang Shan, Wei-Shi Zheng: Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix. IEEE Trans. Information Forensics and Security 13(3):717-732 (2018)
  17.  Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You: k-Times Markov Sampling for SVMC. IEEE Trans. Neural Netw. Learning Syst. 29(4):1328-1341 (2018)
  18.  Xin Liu, He Zhang, Yiu-ming Cheung, Xinge You, Yuan Yan Tang: Efficient single image dehazing and denoising: An efficient multi-scale correlated wavelet approach. Computer Vision and Image Understanding 162:23-33 (2017)
  19.  Zijing Chen, Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao: Dynamically Modulated Mask Sparse Tracking. IEEE Trans. Cybernetics 47(11):3706-3718 (2017)
  20.  Zhenyu He, Shuangyan Yi, Yiu-Ming Cheung, Xinge You, Yuan Yan Tang: Robust Object Tracking via Key Patch Sparse Representation. IEEE Trans. Cybernetics 47(2):354-364 (2017)
  21.  Zhensheng Jiang, Wei Yuan, Henry Leung, Xinge You, Qi Zheng: Coalition Formation and Spectrum Sharing of Cooperative Spectrum Sensing Participants. IEEE Trans. Cybernetics 47(5):1133-1146 (2017)
  22.  Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang: Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Trans. Image Processing 26(3):1363-1378 (2017)
  23.  Qinmu Peng, Yiu-ming Cheung, Xinge You, Yuan Yan Tang: A Hybrid of Local and Global Saliencies for Detecting Image Salient Region and Appearance. IEEE Trans. Systems, Man, and Cybernetics: Systems 47(1):86-97 (2017)
  24.  Yantao Wei, Xinge You, Hong Li: Multiscale patch-based contrast measure for small infrared target detection. Pattern Recognition 58:216-226 (2016)
  25.  Fei Wu, Xiao-Yuan Jing, Xinge You, Dong Yue, Ruimin Hu, Jing-Yu Yang: Multi-view low-rank dictionary learning for image classification. Pattern Recognition 50:143-154 (2016)
  26.  Pengyue Zhang, Xinge You, Weihua Ou, C. L. Philip Chen, Yiu-ming Cheung: Sparse discriminative multi-manifold embedding for one-sample face identification. Pattern Recognition 52:249-259 (2016)
  27.  Wei Yuan, Xinge You, Jing Xu, Henry Leung, Tianhang Zhang, Chun Lung Philip Chen: Multiobjective Optimization of Linear Cooperative Spectrum Sensing: Pareto Solutions and Refinement. IEEE Trans. Cybernetics 46(1):96-108 (2016)
  28.  Zhenyu He, Xin Li, Xinge You, Dacheng Tao, Yuan Yan Tang: Connected Component Model for Multi-Object Tracking. IEEE Trans. Image Processing 25(8):3698-3711 (2016)
  29.  Xinge You, Weigang Guo, Shujian Yu, Kan Li, José C. Príncipe, Dacheng Tao: Kernel Learning for Dynamic Texture Synthesis. IEEE Trans. Image Processing 25(10):4782-4795 (2016)
  30.  Jiajia Lei, Xinge You, Mohamed Abdel-Mottaleb: Automatic Ear Landmark Localization, Segmentation, and Pose Classification in Range Images. IEEE Trans. Systems, Man, and Cybernetics: Systems 46(2):165-176 (2016)
  31.  Licheng Liu, C. L. Philip Chen, Yicong Zhou, Xinge You: A new weighted mean filter with a two-phase detector for removing impulse noise. Information Science 315:1-16 (2015)
  32.  Zhenyu He, Yuxin Cui, Hongpeng Wang, Xinge You, C. L. Philip Chen: One global optimization method in network flow model for multiple object tracking. Knowl. Based Syst. 86:21-32 (2015)
  33. Ziqi Zhu, Xinge You, C. L. Philip   Chen, Dacheng Tao, Weihua Ou, Xiubao Jiang, Jixing Zou: An adaptive hybrid pattern for noise-robust texture analysis. Pattern Recognition 48(8):2592-2608 (2015)
  34.   Xinge You, Weihua Ou, Chun Lung Philip Chen, Qiang Li, Ziqi Zhu, Yuanyan Tang: Robust Nonnegative Patch Alignment for Dimensionality Reduction. IEEE Trans. Neural Netw. Learning Syst. 26(11):2760-2774 (2015)
  35.   Xin Li, Zhenyu He, Xinge You, C. L. Philip Chen: A novel joint tracker based on occlusion detection. Knowl. Based Syst. 71:409-418 (2014)
  36.  Mohammed Lutf, Xinge You, Yiu-ming Cheung, C. L. Philip Chen: Arabic font recognition based on diacritics features. Pattern Recognition 47(2):672-684 (2014)
  37.  Weihua Ou, Xinge You, Dacheng Tao, Pengyue Zhang, Yuanyan Tang, Ziqi Zhu: Robust face recognition via occlusion dictionary learning. Pattern Recognition  47(4) :1559-1572 (2014)
  38.  Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, Mingming Gong: Local Metric Learning for Exemplar-Based Object Detection. IEEE Trans. Circuits Syst. Video Techn. 24(8):1265-1276 (2014)
  39.  Yiu-ming Cheung, Meng Li, Xiaochun Cao, Xinge You: Lip Segmentation under MAP-MRF Framework with Automatic Selection of Local Observation Scale and Number of Segments. IEEE Trans. Image Processing 23(8):3397-3411 (2014)
  40.  Jie Gui, Dacheng Tao, Zhenan Sun, Yong Luo, Xinge You, Yuan Yan Tang: Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification. IEEE Trans. Image Processing 23(7):3126-3137 (2014)
  41.  Xinge You, Ruxin Wang, Dacheng Tao: Diverse Expected Gradient Active Learning for Relative Attributes. IEEE Trans. Image Processing 23(7):3203-3217 (2014)
  42.  Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang: Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Information Science 221:284-296 (2013)
  43.  Yiu-ming Cheung, Xin Liu, Xinge You: A local region based approach to lip tracking. Pattern Recognition 45(9):3336-3347 (2012)
  44.  Junwei Wang, Xiang Bai, Xinge You, Wenyu Liu, Longin Jan Latecki: Shape matching and classification using height functions. Pattern Recognition Letters 33(2):134-143 (2012)
  45.  Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, Xinge You: Tracking and Pairing Vehicle Headlight in Night Scenes. IEEE Trans. Intelligent Transportation Systems 13(1):140-153 (2012)
  46.  Xinge You, Qinmu Peng, Yuan Yuan, Yiu-ming Cheung, Jiajia Lei: Segmentation of retinal blood vessels using the radial projection and semi-supervised approach. Pattern Recognition 44(10-11):2314-2324 (2011)
  47.  Zhenyu He, Xinge You, Long Zhou, Yiu-ming Cheung, Jianwei Du: Writer identification using fractal dimension of wavelet subbands in gabor domain. Integrated Computer-Aided Engineering 17(2):157-165 (2010)
  48.  Xinge You, Liang Du, Yiu-ming Cheung, Qiuhui Chen: A Blind Watermarking Scheme Using New Nontensor Product Wavelet Filter Banks. IEEE Trans. Image Processing 19(12):3271-3284 (2010)
  49.  Zhenyu He, Xinge You, Yuan Yan Tang: Writer identification of Chinese handwriting documents using hidden Markov tree model. Pattern Recognition 41(4):1295-1307 (2008)
  50.  Xinge You, Yuan Yan Tang: Wavelet-Based Approach to Character Skeleton. IEEE Trans. Image Processing 16(5):1220-1231 (2007)
  51.  Yuan Yan Tang, Xinge You: Skeletonization of Ribbon-Like Shapes Based on a New Wavelet Function. IEEE Trans. Pattern Anal. Mach. Intell. 25(9):1118-1133 (2003)

 

部分会议论文

1.       Wenjie Wang, Shiming Chen, Yufeng Shi, Qinmu Peng, Feng Zheng, Xinge You:
Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval.  IJCAI 2021, in press.

  1. Miao Cheng, Xinge You: Adaptive Matching of Kernel Means. ICPR 2020: 2498-2505
  2. ShiYin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, KatherineFischer, Susan L. Furth, Gregory E. Tasian, Yong Fan: Computer-Aided Diagnosis of Congenital Abnormalities of the Kidney and Urinary Tract in Children Using a Multi-Instance Deep Learning Method Based on Ultrasound Imaging Data. ISBI 2020: 1347-1350
  3. Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng: Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI 2019: 4767-4773
  4. Shi Yin, Zhengqiang Zhang, Hongming Li, Qinmu Peng, Xinge You, Susan L. Furth, Gregory E. Tasian, Yong Fan: Fully-Automatic Segmentation Of Kidneys In Clinical Ultrasound Images Using A Boundary Distance Regression Network. ISBI 2019: 1741-1744
  5. Shi Yin, Qinmu Peng, Hongming Li, Zhengqiang Zhang, Xinge You, Hangfan Liu, Katherine Fischer, Susan L. Furth, Gregory E. Tasian, Yong Fan:  Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging. MICCAI 2019: 146-154
  6.  Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. ECCV 2018.
  7.   Xinge You, Weiyong Xue, Jiajia Lei, Peng Zhang, Yiu-ming Cheung, Yuanyan Tang, Naiding Zhou: Single image super-resolution with non-local balanced low-rank matrix restoration. ICPR 2016:1255-1260.
  8.  Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR 2015:695-704.

 

完成部分主要项目

1.       国家自然科学基金面上项目：基于共形映射的复杂高维数据约简研究，项目批准号：61772220, 2018-2021.

2.       湖北省重点研发计划：慢性阻塞性肺疾病的中医智能诊疗关键技术与应用，项目批准号：2020BAB027， 2020-2022.

3.        国家重点研发计划项目：多币种纸币智能处理一体机关键技术研究，项目编号：2016YFE0121200， 2017-2019.

4.       湖北省科技创新专项重大项目：零级衍射光变图像产品化工艺研究，项目编号：2017AAA017, 2017-2020.

5.       湖北省技术创新专项重大项目：防伪票据智能处理关键技术及设备研发，项目编号：2018ACA135，2018-2020

6.       湖北省科技支撑计划课题：基于云计算的汽车产品溯源平台研发与应用示范。

7.       国家科技支撑计划课题：食品安全电子溯源技术研究及示范，项目编号：2015BAK36B00，2015-2017.

8.       国家科技支撑计划项目：新一代综合防伪关键技术研究及系统应用开发，项目编号：2012BAK31G01，2013-2015.

9.       国家科技支撑计划课题：防伪鉴定与溯源关键技术研究，项目编号：2012BAK02B06，2012-2014.

10.   武汉市科技攻关计划：基于多光谱图像防伪检测的验钞设备开发，项目编号：201210121021，2012-2013.

11.   国家自然科学基金：基于小波域的纹理图像稀疏表示，基金号：61272203，2013－2016.

12.   湖北省科技支撑计划项目：制药企业RFID综合应用系统开发，2013-2014.

13.   国家国际科技合作重点专项：金融票据防伪与检测关键技术及应用合作研究，项目编号：2011DFA12180，2011-2013.

14.   国家自然科学基金：基于多小波构造的纹理特征表示与提取，基金号：60973154，2010－2012.

15.   教育部博士点基金：基于复向量小波的纹理特征表示与提取，基金号：20110142110060，2012-2014.

16.   国家自然科学基金：基于不可分小波构造的生物图像纹理特征表示与提取，基金号：60773187，2008－2010.

17.   国家自然科学基金：基于新小波的图形特征表示与提取，基金号：60403011，2005－2007.

18.   湖北省自然科学基金重点项目：基于多小波的生物特征识别与防伪技术研究，基金号：2010CDA006，2010-2012.