尤新革

博士、教授、博士生导师。现担任国家防伪工程技术研究中心主任，华中科技大学电子信息与通信学院副院长，入选2007年教育部新世纪优秀人才支持计划。

2004年博士毕业于香港浸会大学，2004年7月至2007年12月在香港浸会大学从事博士后合作研究，期间先后访问加拿大康可迪亚大学、日本旭化成研究中心和澳门大学。

IEEE Senior Member， 中国计算机学会视觉专业委会委员，中国人工智能学会模式识别专业委员会委员，2012起担任IEEE Systems,Man,and Cybernetics(SMC)模式识别技术委员会副主席，现任 IEEE Transactions on Cybernetics 副主编。

近年来主持完成国家支撑计划、国际合作重点项目、国家自然科学基金、教育部博士点基金、湖北省自然科学基金等十余项，获2010年湖北省科技进步三等奖，2008年重庆市自然科学二等奖，2005年湖北省自然科学三等奖；先后在IEEE Transactions on PAMI，IEEE Transactions on Image Processing，Pattern Recognition等国际刊物及国际会议上发表论文130余篇，其中SCI检索70余篇。参与合作撰写生物特征识别英文专著两本，获得专利多项。


1  研究方向

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

2  代表性论文

  1. 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,DOI:10.1002/mrm.27184.

  2. Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You.k-Times Markov Sampling for SVMC.IEEE Transactions on Neural Networks and Learning Systems, Volume:29, Issue:4, April 2018.

  3. 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.

  4. Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang. IEEE Trans Image Process. 2017 Mar;26(3):1363-1378. doi: 10.1109/TIP.2017.2651364. Epub 2017 Jan 10.Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning.

  5. Xinge You, Weigang Guo, Shujian Yu, Kan Li, José C. Príncipe, Dacheng Tao "Kernel Learning for Dynamic Texture Synthesis", IEEE Transactions on Image Processing. Volume: 25, Issue: 10, Oct. 2016.Page:4782 - 4795.

  6. Zhenyu He, Xin Li, Xinge You, Dacheng Tao, Yuanyan Tang, "Connected Component Model for Multi-Object Tracking", IEEE TRANSACTION ON IMAGE PROCESSING, VOL. 25. 8 AUGUST 2016, Page 3698 - 3711.

  7. Zijing Chen, Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao, "Dynamically Modulated Mask Sparse Tracking",IEEE Transactions on Cybernetics. DOI:10.1109/TCYB.2016.2577718.

  8. 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 Transactions on Systems, Man and Cybernetics: Systems, DOI: 10.1109/TSMC.2016.2564922.

  9. Yi Mou, Long Zhou, Shujian Yu, WeiZhen Chen, Xu Zhao, Xinge You, "Robust calibration model transfer",Chemometrics and Intelligent Laboratory Systems, Volume 156, 15 August 2016, Pages 62–71.

  10. Zhenyu He, Shuangyan Yi, Yiu-Ming Cheung, Xinge You, Yuan Yan Tang, "Robust Object Tracking via Key Patch Sparse Representation", IEEE Transactions on Cybernetics, DOI:10.1109/TCYB.2016.2514714.

  11. Shujian Yu, Xinge You, Weihua Ou, Xiubao Jiang, Kexin Zhao, Ziqi Zhu, Yi Mou, Xinyi Zhao, "STFT-like time frequency representations of nonstationary signal with arbitrary sampling schemes", Neurocomputing. Volume 204, 5 September 2016, Pages 211–221.

  12. C.L. Philip Chen, Dacheng Tao, Xinge You, "Big learning in social media analytics", Neurocomputing ,doi:10.1016/j.neucom.2016.02.069.

  13. Yantao Wei, Xinge You, Hong Li, "Multiscale patch-based contrast measure for small infrared target detection",Pattern Recognition, vol. 58. 216-226, 2016.

  14. Zhensheng Jiang, Wei Yuan, Henry Leung, Xinge You, Qi Zheng, "Coalition Formation and Spectrum Sharing of Cooperative Spectrum Sensing Participants",IEEE Transactions on Cybernetics, DOI:10.1109/TCYB.2016.2538293.(In Press)

  15. Yantao Wei, Xinge You, He Deng, "Small Infrared Target Detection Based on Image Patch Ordering", International Journal of Wavelets Multiresolution and Information Processing, vol. 14, issue 02, 2016.

  16. Xinge You, Yi Mou, Shujian Yu, Xiubao Jiang, Duanquan Xu, Long Zhou, "Mixed-Norm Partial Least Squares", Chemometrics and Intelligent Laboratory Systems, Volume 152, 15 March 2016, Pages 42–53.

  17. 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, vol. 50, pp.143-154, 2016.

  18. Ziqi Zhu, Xinge You, Shujian Yu, Jixin Zou, Haiquan Zhao, "Dynamic texture modeling and synthesis using multi-kernel Gaussian process dynamic model", Signal Processing, vol. 124, pp. 63-71, 2016.

  19. Wei Yuan, Xinge You, Jing Xu, Henry Leung, Tianhang Zhang, Chun Lung Philip Chen, “Multi-objective Optimization of Linear Cooperative Spectrum Sensing: Pareto Solutions and Refinement", IEEE Transactions on Cybernetics, vol. 46, pp. 96-108, 2016.

  20. Jiajia Lei, Xinge You, Mohamed Abdel-Mottaleb, "Automatic Ear Landmark Localization, Segmentation, and Pose Classification in Range Images", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 46, pp. 165–176, 2016.

  21. 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, vol. 52, pp. 249-259, 2016.

  22. Xiubao Jiang, Xinge You, Shujian Yu, Dacheng Tao, C.L. Philip Chen, Yiu-ming Cheung, “Variance Constrained Partial Least Squares", Chemometrics and Intelligent Laboratory Systems, vol. 145, pp. 60–71, 2015.

  23. Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Weihua Ou, Xiubao Jiang, Jixin Zou, ”An adaptive hybrid pattern for noise-robust texture analysis", Pattern Recognition, vol. 48, pp. 2592–2608, 2015.

  24. Shuangyan Yi, Zhenyu He, Xinge You, Yiu-ming Cheung, "Single object tracking via robust combination of particle filter and sparse representation", Signal Processing, vol. 110, pp. 178–187, 2015.

  25. Zhenyu He, Yuxin Cui, Hongpeng Wang, Xinge You, C. L. Philip Chen, ”One global optimization method in network flow model for multiple object tracking", Knowledge-Based Systems, vol 86, pp 21–32, 2015.

  26. 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 Sciences, vol. 315, pp. 1–16, 2015.

  27. Xinge You, Weihua Ou, L. Philip Chen, Qiang Li, Ziqi Zhu, Yuanyan Tang, ”Robust Nonnegative Patch Alignment for Dimensionality Reduction", IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 11, pp. 2760-74, 2015.

  28. Xin Lia, Zhenyu He, Xinge You, C.L. Philip Chen, “A Novel Joint Tracker Based on Occlusion Detection", Knowledge-Based Systems, vol. 71, pp. 409-418,  2014.

  29. Yiu-ming Cheung, Meng Li, Xiaochun Cao, and Xinge You, ”Lip Segmentation under MAP-MRF Framework with Automatic Selection of Local ObservationScale and Number of Segments", IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3397 –3411, 2014.

  30. Xinge You, Ruxin Wang, and Dacheng Tao, ”Diverse Expected Gradient Active Learning for Relative Attributes”, IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 3203-3217, 2014.

  31. 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 Transactions on Image Processing, vol. 23, no. 8, pp. 3126-3137, 2014.

  32. Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, Mingming Gong, “Local Metric Learning for Exemplar-based Object Detection”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 24, pp. 1265–1276, 2014.

  33. Yi Mou, Xinge You, Duanquan Xu, Long Zhou, Wu Zeng，Shujian Yu, “Regularized Multivariate Scatter Correction", Chemometrics and Intelligent Laboratory Systems, vol. 132, pp. 168–174, 2014.

  34. Aminou Halidou, Xinge You, ”Bachirou Bogno: Pedestrian Detection Based on Multi-Block Local Binary Pattern and Biologically Inspired Feature", Computerand Information Science, vol. 7, no. 1, pp. 125-135, 2014.

  35. Weihua Ou, Xinge You, Dacheng Tao, PengyueZhang, Yuanyan Tang, “Robust Face Recognition via Occlusion Dictionary Learning", Pattern Recognition, vol. 47, no. 4, pp. 1559–1572, 2014

  36. Mohammed Lutf, Xinge You, Yiuming Cheung, C. L. Philip Chen, “Arabic Font Recognition Based on Diacritics Features", Pattern Recognition, vol. 47, no. 2, pp. 672–684, February 2014.

  37. Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang, “Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization", Information Science, vol. 221, no. 2, pp. 284-296, 2013.

  38. Jingyan Wang, Yongping Li, Quanquan Wang, Xinge You, Jiaju Man, Chao Wang, Xin Gao, “ProClusEnsem: Predicting membrane protein types by fusing different modes of pseudo amino acid composition", Computers in Biology and Medicine, vol.42, no.5, pp. 564-574, 2012.

  39. Jiechang Wen, Dan Zhang, Yiu-ming Cheung, Hailin Liu, and Xinge You, “A Batch Rival Penalized Expectation-Maximization Algorithm for Gaussian Mixture Clustering with Automatic Model Selection,” Computational and Mathematical Methods in Medicine, vol. 2012, Article ID 425730, 11 pages, 2012. doi:10.1155/2012/425730.

  40. Yiu-ming Cheung, Xin Liu, and Xinge You, “A Local Region Based Approach to Lip Tracking", Pattern Recognition, vol. 45, no. 9, pp. 3336-3347, 2012.

  41. Jiajia Lei, Qinmu Peng, Xinge You, Hiyam Hatem and Patrick S. P. Wang, “Fingerprint Enhancement Based on Wavelet and Anisotropic Filtering", International Journal of Pattern Recognition and Artificial Intelligence, vol.26, no.1, 2012.

  42. Zhonghua Liu, Jingyan Wang, Jiaju Man, Yongping Li, Xinge You, “Self-adaptive Local Fisher Discriminant Analysis for Semi-supervised Image Recognition", International Journal of Biometrics, vol. 4, no. 4, pp. 338-356, 2012.

  43. Xiubao Jiang, Xinge You, Yuan Yuan, Mingming Gong, “A method using long digital straight segments for fingerprint recognition", Neurocomputing, vol. 77, no. 1, pp. 28-35, 2012.

  44. Junwei Wang, Xiang Bai, Xinge YouPattern Recognition Letters, vol. 33, no. 2, pp. 134-143, 2012.

  45. Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You, Yu Liu, Duanquan Xu, "Efficient Group Learning with Hypergraph Partition in Multi-task Learning ", Communications in Computer and Information Science,vol. 321, pp. 9-16, 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, vol. 44, no. 10-11, pp. 2314-2324, 2011.

  47. Bin Fang, Xinge You, Wensheng Chen, Yuanyan Tang, “Matching Algorithm Using Wavlet Thinning Features For Offline Signature Verification", International Journal of Wavlets Multiresolution and Information Processing, 10.1142/S021969130700163X

  48. Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, and Xinge You, “Tracking and Pairing Vehicle Headlight in Night Scenes", IEEE Transactions on Intelligent Transportation Systems,10.1109/TITS.2011.2165338.

  49. Zhenyu He: Accelerometer Based Gesture Recognition Using Fusion Features and SVM. JSW 6(6): 1042-1049 (2011)

  50. Xinge You, Liang Du, Yiu-ming Cheung, and Qiuhui Chen, “A Blind Watermarking Scheme Using New Nontensor Product Wavelet Filter Banks", IEEE Transactions on Image Processing, vol. 19, no. 12, pp. 3271-3284, 2010.

  51. Zhenyu He, Xinge You, Long Zhou, Yiu-ming Cheung, and Yuan Yan Tang, “Writer Identification Using Fractal Dimension in Gabor Domain", Integrated Computer-Aided Engineering，vol. 17, no. 2, pp. 157-165, 2010.

  52. Jing Huang, Xinge You, Yuan Yan Tang, “Rotation invariant iris feature extraction using Gaussian Markov random fields with non-separable wavelet", Neurocomputing, vol. 73 , no. 4-6, pp. 883-894, 2010.

  53. Zhenyu He, Albert C. S. Chung: 3-D B-spline Wavelet-Based Local Standard Deviation (BWLSD): Its Application to Edge Detection and Vascular Segmentation in Magnetic Resonance Angiography. International Journal of Computer Vision 87(3): 235-265, 2010

  54. Wei Zhang, Q. M. Jonathan Wu, and Yongfang Wang, Xinge You, “Image Matching Using Enclosed Region Detector", Journal of Visual Communication and Image Representation, vol. 21, no. 4, pp. 271-282, 2010.

  55. Jing Huang, Xinge You, Yuan Yan Tang,Liang Duand Yuan Yuan, “A novel iris segmentation using radial-suppression edge detection.” Signal Processing, vol. 89, no. 12, pp. 2630–2643, 2009.

  56. Dan Zhang, Xinge You, Patrick Wang, Svetlanaa N. Yanushkevich, and Yuan Yan Tang, “Facial Biometrics using non-tensor product wavelet and 2D discriminant techniques", International Journal of Pattern Recognition and Artificial Intelligence, vol.23, no.3, pp. 1–21, 2009.

  57. Zhenyu He, Xinge You, and YuanYuan, “Texture image retrieval based on non-tensor product wavelet filter banks", Signal Processing, vol. 89, no. 8, pp. 1501–1510, 2009.

  58. Xinge You, Zaochao Bao, Chunfang Xing, Yiu-ming Cheung, Yuan Yan Tang, “Image Denoising Using Nonseparable Wavelet Filter Banks and 2D-PCA", Optical Engineering, vol. 47, no. 10, pp.107002-1-107002-11, 2008.

  59. Zhenyu He, Xinge You, Yuan Yan Tang, “Writer Identification of Chinese Handwriting  Documents Using Hidden Markov Tree Model", Pattern Recognition, vol. 41, no. 4, pp. 1295-1307, 2008.

  60. Zhenyu He, Xinge You, Yuan Yan Tang, “Writer Identification Using Global Wavelet-based Features", Neurocomputing, vol. 71, no. 10-12, pp. 1832-1841, 2008.

  61. Xinge You, Yuan Yan Tang, “Wavelet-based Approach to Character Skeleton", IEEE Transactions on Image Processing, vol.16, no. 5, pp. 1220-1231, 2007.

  62. Bin Fang, Xinge You, Wen-sheng Chen, Yuan Yan Tang, “Matching algorithm using wavelet thinning features for offline signature verification", International Journal of Wavelets, Multiresolution and Information Processing, vol. 5, no. 1, pp. 27-38, 2007.

  63. Jianwei Yang, Yuan Yan Tang, Zhengxing Cheng, and Xinge You, “Biorthogonal wavelets associated with two-dimensional interpolatory function", Wavelet Analysis and Applications, Applied and Numerical Harmonic Analysis, Springer-Verlag, pp. 91-98, 2007.

  64. Xinge You, Qiuhui Chen,Bin Fang, and Yuan Yan Tang, “Thinning Character Using Modulus Minima of Wavelet Transform", International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, no. 3, pp. 361-375, 2006.

  65. Zhenyu He, Xinge You, Bin Fang, Yuan Yan Tang, and Jianwei Du, “Handwriting-based Personal Identification”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, no. 2, pp. 209-225, 2006.

  66. Wen-Sheng Chen, Xinge You, Bin Fang, Yuanyan Tang, Jian Huang, “Wavelet Natural Boundary Element Method for the Neumann Exterior Problem of Stokes Equations”, International Journal of Wavelets, Multiresolution and Information Processing, vol. 4, no. 1, pp. 23-39, 2006.

  67. Jian Huang, Pongchi Yuan, Wen-Sheng Chen, Jianhuang Lai, and Xinge You, Linear and Nonlinear Feature-based Algorithms for Face Recognition”, International Journal of Wavelets, Multiresolution and Information Processing, vol. 4, no. 4, pp. 659-676, 2006.

  68. Bin Fang, Xinge You, Yuan Yan Tang, Wen-Sheng Chen, “Morphological Structure Reconstruction of Retinal Vessels in Fundus Images”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 19, no. 7, pp. 937-948, 2005.

  69. Xinge You, Bin Fang, Yuan Yan Tang, and Zhenyu He, “A Wavelet-based Approach for the Thinning Ridge of Fingerprint”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 19, no. 5, pp. 631-645, 2005.

  70. Weipeng Zhang, Yuan Yan Tang, and Xinge You, “Fingerprint Enhancement Using Wavelet Transform Combined with Gabor Filter”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 18, no. 8, pp. 1391-1406, 2004.

  71. Xinge You， Luoqin Li, Qiuhui Chen, “Construction of M-Band Superfunction", Acta Mathematica Scientia, vol. 24, no. 2, pp. 200-206, 2004.

  72. Yuan Yan Tang, Xinge You, “Skeletonization of Ribbon-like Shapes Based on A New Wavelet Function", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 9, pp. 1118-1133, 2003.


3  主持、参与项目


  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. 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.


  3. 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.


  4. 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。


  5. 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.


  6. 国家科技支撑计划课题：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.


  7. 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.


  8. 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.


  9. 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.


  10. 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.


  11. 国家国际科技合作专项：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.


  12. 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.


  13. 国家工程技术研究中心再建项目:国家防伪工程技术开发，项目编号：2009FU115Z18，2011年.


  14. 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.


  15. 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.


  16. 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.


  17. 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.


  18. 华中科技大学自主创新研究基金：基于小波域的LBP模式表示与提取，基金号：2010ZD025，2010-2011.


  19. 湖北省自然科学基金：基于不可分小波的笔迹鉴别研究，基金号：2007ABA036，2007－2009.


  20. 湖北省自然科学基金(国际合作)：基于小波构造的多生物特征融合识别的研究，基金号：2007CA011，2007－2009.


  21. 湖北省自然科学基金：基于小波的生物特征提取与识别研究，基金号：2006ABA023，2006－2008.


  22. 湖北省自然科学基金：基于新小波函数的图形特征提取，基金号：2003ABA012，2003－2005.


  23. 武汉市青年科技晨光计划：基于小波的图形特征提取与智能识别的研究，基金号：20045006071-17，2004－2007.


  24. 湖北省教育厅研究基金：小波分析与图像处理，基金号：2002A00009，2002－2005.


  25. 国家自然科学基金：加权调和分析与逼近，基金号：13071033，2004－2006.


  26. 香港研究资助局基金：Off-line Text-independent Writer Identification of Handwriting Document Using Non-separable Wavelet Transform，基金号：RGC/HKBU210309，2009－2010.


  27. 香港研究资助局基金：Off-line English and Chinese Writer Identification，基金号：RGC/HKBU211405，2005－2007.


  28. 香港研究资助局基金：Automatic Biometric Personal Identification with Ridgelet Transform，基金号：FRG/04-05/II-14，2004－2005.


  29. 香港研究资助局基金：Wavelet-Based Approach to Shape Skeletonization，基金号：FRG/03-04/II-18，2003－2004.


  30. 香港研究资助局基金：An Improvement of Mallat's Method on Singularity Detection and Processing with Wavelets，基金号：RGC/00-01/57, 2001－2003.


  31. 湖北省自然科学基金：调和分析及其应用，基金号：99J169, 1999－2001.


  32. 湖北省教育厅研究基金：球面小波理论及其应用，2000－2002.