尤新革

2017-09-25 10:42:55

尤新革

尤新革，博士、二级教授、博士生导师。2004年博士毕业于香港浸会大学。现为国际电子电气工程协会高级会员，先后担任国际电子电气工程协会系统、人与机器协会模式识别技术委员会副主席，国际权威刊物IEEE Transactions on Cybernetics、IEEE Transtions on Systems, Man, and Cybernetics: Systems、IEEE Transactions on Emerging Topics in Computatitional Intelligence、IET Computer Vision编委，Neurocomputing国际刊物客座主编和IEEE Transactions on Emerging Topics in Computational Intelligence副主编，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全国专委委员，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。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，爱思唯尔中国高被引学者。

长期从事信息与信号处理、小波分析及其应用、生物特征识别与智能防伪、模式识别、计算机视觉与机器学习等方面研究。近年来主持完成国家重点研发项目、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50余项；先后牵头获得湖北省科技进步一等奖（2019年）、湖北省自然科学一等奖（2022年）等省部级科技奖励6项；在IEEE Trans. PAMI，IEEE Trans. Image Processing及NeurIPS、CVPR等本领域权威国际刊物及国际会议上发表论文200余篇，其中Google他引6000余次。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；先后担任安全、模式分析与控制论等多个国际学术会议大会主席和程序委员会主席，多次主办广东、湖北等省市防伪行业协会防伪年度高峰论坛及国内会议。

主持研发多国纸币及防伪票据的多光谱图像采集、分析检测、鉴伪、机读识别等多项核心技术，先后开发具有完全自主技术的银行专用A类点验钞机、多类型清分机、多国货币鉴伪仪 、1200DPI高清防伪票据图像采集仪、证照鉴伪仪等填补多项国内空白，达到国内领先水平。并且在率先在全球实现30多国纸币的冠字号机读识别。通过与国内多家大型金融机具生产厂家的合作，已将相关成果广泛推广应用点验钞机、清分机、票据鉴伪仪等产品中。相关产品进入包括中国银行、工商银行等6大国有银行及60余家商业银行和大兴机场等国家重大工程。相关的多国货币鉴伪识读设备出口到美国、欧盟、印度等国家和地区。

 

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  部分期刊论文

  1. Shuo Ye, Shujian Yu, Wenjin Hou, Yu Wang, Xinge You.Coping with change: Learning invariant and minimum sufficient representations for fine-grained visual categorization.Computer Vision and Image Understanding 237 (2023) 103836

  2. Zhengqiang Zhang; Qinmu Peng; Sichao Fu; Wenjie Wang; Yiu-Ming Cheung; Yue Zhao; Shujian Yu; Xinge You.A Componentwise Approach to Weakly Supervised Semantic Segmentation Using Dual-Feedback Network.IEEE Transactions on Neural Networks and Learning Systems ( Volume: 34, Issue: 10, October 2023)

  3. Shiming Chen, Peng Zhang, Guo-Sen Xie, Qinmu Peng, Zehong Cao, Wei Yuan, Xinge You:Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis. IEEE Trans. Syst. Man Cybern. Syst. 53(2): 824-837 (2023)

  4. Haitham Issa, Qinmu Peng, Sali Issa, Xinge You, Ruijiao Peng, Jing Wang:Person-Independent Emotion and Gender Prediction (EGP) System Using EEG Signals. Int. Arab J. Inf. Technol. 19(4): 629-638 (2022)

  5. Qi Zheng, Mingming Gong, Xinge You, Dacheng Tao:A Unified B-Spline Framework for Scale-Invariant Keypoint Detection. Int. J. Comput. Vis. 130(3): 777-799 (2022)

  6. Yufeng Shi, Xinge You, Yue Zhao, Jiamiao Xu, Weihua Ou, Feng Zheng, Qinmu Peng:PSIDP: Unsupervised deep hashing with pretrained semantic information distillation and preservation. Neurocomputing 502: 1-14 (2022)

  7. Yong Zhang, Weihua Ou, Yufeng Shi, Jiaxin Deng, Xinge You, Anzhi Wang:Deep medical cross-modal attention hashing. World Wide Web 25(4): 1519-1536 (2022)

  8. Yufeng Shi, Yue Zhao, Xin Liu, Feng Zheng, Weihua Ou, Xinge You, Qinmu Peng. Deep Adaptively-Enhanced Hashing with Discriminative Similarity Guidance for Unsupervised Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 2022. (In Press)

  9. Shiming Chen, Ziming Hong, Guo-sen Xie, Qinmu Peng, Xinge You, Weiping Ding, Ling Shao. GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning. IEEE Transactions on Neural Networks and Learning Systems. 2022. (In Press)

  10. Beihao Xia,Conghao Wong, Qinmu Peng, Wei Yuan, Xinge You. CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces. Pattern Recognition, 2022, 126: 108552.

  11. 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)

  12. Zhan Wang, Ting Liang, Bin Zou, Yaling Cai, Jie Xu, Xinge You: Incremental Fisher linear discriminant based on data denoising. Knowledge-Based Systems.107799, ISSN 0950-7051(2021)

  13. Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Qinmu Peng, Zehong Cao, Weiping Ding: CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network. IEEE Trans. Evol. Comput. 25(5): 986-1000 (2021)

  14. 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)

  15. 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)

  16. 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)

  17. Qi Zheng, Shujian Yu, Xinge You:Coarse-to-fine salient object detection with low-rank matrix recovery. Neurocomputing 376: 232-243 (2020)

  18. Peipei Yuan, Xinge You, Hong Chen, Qinmu Peng, Yue Zhao, Zhou Xu, Xiao-Yuan Jing, Zhenyu He: Group sparse additive machine with average top-k loss. Neurocomputing 395: 1-14 (2020)

  19. 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)

  20. 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)

  21. 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 (2019)

  22. C. L. Philip Chen, Xinge You, Xinbo Gao, Tongliang Liu, Fionn Murtagh, Weifeng Liu: Advances in data representation and learning for pattern analysis. Neurocomputing 348: 1-2 (2019)

  23. 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 Recognit. 95: 211-222 (2019)

  24. 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)

  25. 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)

  26.  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)

  27.  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)

  28.  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)

  29.  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)

  30.  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)

  31.  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)

  32.  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)

  33.  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)

  34.  Zijing Chen, Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao: Dynamically Modulated Mask Sparse Tracking. IEEE Trans. Cybernetics 47(11):3706-3718(2017)

  35.  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)

  36.  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)

  37.  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)

  38.  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)

  39.  C. L. Philip Chen, Dacheng Tao, Xinge You: Big learning in social media analytics. Neurocomputing 204:1-2(2016)

  40.  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 204:211-221(2016)

  41.  Yantao Wei, Xinge You, He Deng: Small infrared target detection based on image patch ordering. IJWMIP 14(2)(2016)

  42.  Yantao Wei, Xinge You, Hong Li: Multiscale patch-based contrast measure for small infrared target detection. Pattern Recognition 58:216-226(2016)

  43.  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)

  44.  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)

  45.  Ziqi Zhu, Xinge You, Shujian Yu, Jixin Zou, Haiquan Zhao: Dynamic texture modeling and synthesis using multi-kernel Gaussian process dynamic model. Signal Processing 124:63-71(2016)

  46.  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)

  47.  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)

  48.  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)

  49.  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)

  50.  Licheng Liu, C. L. Philip Chen, Yicong Zhou, Xinge You: A new weighted mean filter with a two-phase detector for removing impulse noise. Inf. Sci. 315:1-16(2015)

  51.  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)

  52.  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)

  53.  Shuangyan Yi, Zhenyu He, Xinge You, Yiu-ming Cheung: Single object tracking via robust combination of particle filter and sparse representation. Signal Processing 110:178-187(2015)

  54.  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)

  55.  Aminou Halidou, Xinge You, Bachirou Bogno: Pedestrian Detection Based on Multi-Block Local Binary Pattern and Biologically Inspired Feature. Computer and Information Science 7(1):125-135(2014)

  56.  Aminou Halidou, Xinge You, Mahamadou Hamidine, Roger Atsa Etoundi, Laye Hadji Diakite, Souleimanou: Fast pedestrian detection based on region of interest and multi-block local binary pattern descriptors. Computers & Electrical Engineering 40(8):375-389(2014)

  57.  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)

  58.  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)

  59.  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)

  60.  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)

  61.  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)

  62.  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)

  63.  Xinge You, Ruxin Wang, Dacheng Tao: Diverse Expected Gradient Active Learning for Relative Attributes. IEEE Trans. Image Processing 23(7):3203-3217(2014)

  64.  Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang: Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Inf. Sci. 221:284-296(2013)

  65.  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. Comp. in Bio. and Med. 42(5):564-574(2012)

  66.  Jiechang Wen, Dan Zhang, Yiu-ming Cheung, Hailin Liu, Xinge You: A Batch Rival Penalized Expectation-Maximization Algorithm for Gaussian Mixture Clustering with Automatic Model Selection. Comp. Math. Methods in Medicine 2012:425730:1-425730:11(2012)

  67.  Zhonghua Liu, Jingyan Wang, Jiaju Man, Yongping Li, Xinge You, Chao Wang: Self-adaptive local Fisher discriminant analysis for semi-supervised image recognition. IJBM 4(4):338-356(2012)

  68.  Xiubao Jiang, Xinge You, Yuan Yuan, Mingming Gong: A method using long digital straight segments for fingerprint recognition. Neurocomputing 77(1):28-35(2012)

  69.  Jiajia Lei, Qinmu Peng, Xinge You, Hiyam Hatem Jabbar, Patrick Shen-Pei Wang: Fingerprint Enhancement Based on Wavelet and Anisotropic Filtering. IJPRAI 26(1)(2012)

  70.  Yiu-ming Cheung, Xin Liu, Xinge You: A local region based approach to lip tracking. Pattern Recognition 45(9):3336-3347(2012)

  71.  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)

  72.  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)

  73.  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)

  74.  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)

  75.  Jing Huang, Xinge You, Yuan Yuan, Feng Yang, Lin Lin: Rotation invariant iris feature extraction using Gaussian Markov random fields with non-separable wavelet. Neurocomputing 73(4-6):883-894(2010)

  76.  Wei Zhang, Q. M. Jonathan Wu, Guanghui Wang, Xinge You, Yongfang Wang: Image matching using enclosed region detector. J. Visual Communication and Image Representation 21(4):271-282(2010)

  77.  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)

  78.  Yiu-ming Cheung, Yuping Wang, Xinge You, Patrick Shen-Pei Wang: Editorial. IJPRAI 23(1):1-2(2009)

  79.  Dan Zhang, Xinge You, Patrick Shen-Pei Wang, Svetlana N. Yanushkevich, Yuan Yan Tang: Facial Biometrics Using Nontensor Product Wavelet and 2D Discriminant Techniques. IJPRAI 23(3):521-543(2009)

  80.  Zhenyu He, Xinge You, Yuan Yuan: Texture image retrieval based on non-tensor product wavelet filter banks. Signal Processing 89(8):1501-1510(2009)

  81.  Jing Huang, Xinge You, Yuan Yan Tang, Liang Du, Yuan Yuan: A novel iris segmentation using radial-suppression edge detection. Signal Processing 89(12):2630-2643(2009)

  82.  Zhenyu He, Xinge You, Yuan Yan Tang: Writer identification using global wavelet-based features. Neurocomputing 71(10-12):1832-1841(2009)

  83.  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)

  84.  Bin Fang, Xinge You, Wen-Sheng Chen, Yuan Yan Tang: Matching Algorithm Using Wavelet Thinning Features for Offline Signature Verification. IJWMIP 5(1):27-38(2007)

  85.  Xinge You, Yuan Yan Tang: Wavelet-Based Approach to Character Skeleton. IEEE Trans. Image Processing 16(5):1220-1231(2007)

  86.  Zhenyu He, Xinge You, Yuan Yan Tang, Bin Fang, Jianwei Du: Handwriting-based personal identification. IJPRAI 20(2):209-225(2006)

  87.  Xinge You, Qiuhui Chen, Bin Fang, Yuan Yan Tang: Thinning Character Using Modulus Minima of Wavelet Transform. IJPRAI 20(3):361-376(2006)

  88.  Wen-Sheng Chen, Xinge You, Bin Fang, Yuanyan Tang, Jian Huang: Wavelet Natural Boundary Element Method for the Neumann Exterior Problem of Stokes Equations. IJWMIP 4(1):23-39(2006)

  89.  Jian Huang, Pong Chi Yuen, Wen-Sheng Chen, Jian-Huang Lai, Xinge You: Linear and Nonlinear Feature-Based Fusion Algorithms for Face Recognition. IJWMIP 4(4):659-676(2006)

  90.  Bin Fang, Xinge You, Yuan Yan Tang, Wen-Sheng Chen: Morphological structure reconstruction of retinal vessels in fundus images. IJPRAI 19(7):937-948(2005)

  91.  Xinge You, Bin Fang, Yuan Yan Tang, Zhenyu He: A wavelet-based approach to ridge thinning in fingerprint images. IJPRAI 19(5):631-645(2005)

  92.  Weipeng Zhang, Yuan Yan Tang, Xinge You: Fingerprint Enhancement Using Wavelet Transform Combined With Gabor Filter. IJPRAI 18(8):1391-1406(2004)

  93.  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)

3  部分会议论文

  1. Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You:TransZero: Attribute-Guided Transformer for Zero-Shot Learning. AAAI 2022: 330-338

  2. Conghao Wong, Beihao Xia, Ziming Hong, Qinmu Peng, Wei Yuan, Qiong Cao, Yibo Yang, Xinge You:View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums. ECCV (22) 2022: 682-700

  3. Miao Cheng, Xinge You:Leachable Component Clustering. ICPR 2022: 1858-1864

  4. Bo Li, Xinge You, Qinmu Peng, Jing Wang, Chuanwu Yang:DIT-NET: Joint Deformable Network and Intra-class Transfer GAN for Cross-domain 3D Neonatal Brain MRI Segmentation. PRCV (2) 2022: 41-53

  5. Liheng Yuan, Heng Li, Beihao Xia, Cuiying Gao, Mingyue Liu, Wei Yuan, Xinge You. Recent Advances in Concept Drift Adaptation Methods for Deep Learning. IJCAI. 2022.

  6. Ziming Hong, Shiming Chen, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You. Semantic Compression Embedding for Generative Zero-Shot Learning. IJCAI. 2022.

  7. Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You. MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning. CVPR. 2022.

  8. Shiming Chen, Guo-Sen Xie, Yang Liu, Baigui Sun, Hao Li, Qinmu Peng, Xinge You* and Ling Shao. HSVA: Hierarchical SemanticVisual Adaptation for Zero-Shot Learning. NeurIPS 2021.

  9. Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You*, Feng Zheng and Ling Shao. FREE: Feature Refinement for Zero-Shot Learning. ICCV 2021.

  10. Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Ke Lu and Xinge You*. TransZero: Attribute-guided Transformer for Zero-Shot Learning. AAAI 2021.

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

  12. Yufeng Shi, Shuhuang Chen, Xinge You*, Qinmu Peng, Weihua Ou, Yue Zhao, Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis, AAAI 2021

  13. Wenjie Wang, Yufeng Shi, Shiming Chen, Qinmu Peng, Feng Zheng, Xinge You: Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval. IJCAI 2021: 1106-1112

  14. Miao Cheng, Xinge You: Adaptive Matching of Kernel Means. ICPR 2020: 2498-2505

  15. Shi Yin, 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

  16. Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng: Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI 2019: 4767-4773

  17. 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

  18. 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. UNSURE/CLIP@MICCAI 2019: 146-154

  19. Yufeng Shi, Xinge You, Wenjie Wang, Feng Zheng, Qinmu Peng, Shuo Wang: Retrieval by Classification: Discriminative Binary Embedding for Sketch-Based Image Retrieval. PRCV (3) 2019: 15-26

  20. Zihan Long, Jiamiao Xu, Fangzhao Wang, Chuanwu Yang, Xinge You: Common Structured Low-Rank Matrix Recovery for Cross-View Classification. PRCV (1) 2019: 361-372

  21. Sali Issa, Qinmu Peng, Xinge You, Wahab Ali Shah: Emotion Assessment Based on EEG Brain Signals. ISDA (2) 2018: 284-291

  22.  Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. ECCV  2018.

  23.  Jiamiao Xu, Xinge You, Qi Zheng, Fangzhao Wang, Peng Zhang. Robust Multi-view Subspace Learning Through Structured Low-Rank Matrix Recovery. PRCV  2018.

  24.  Jiamiao Xu, Xinge You, Shi Yin, Peng Zhang, Wei Yuan: Robust Multi-view Common Component Learning. CCCV (3) 2017:268-279.

  25.  Zijing Chen, Jun Li, Zhe Chen, Xinge You: Generic Pixel Level Object Tracker Using Bi-Channel Fully Convolutional Network. ICONIP (1) 2017:666-676.

  26.  Yingyi Liang, Xin Li, Zhenyu He, Xinge You: Multiple object tracking by incorporating a particle filter into the min-cost flow model. SPAC 2017:106-111.

  27.  Qi Zheng, Peng Zhang, Xinge You, Fangzhao Wang, Zida Liu: Hierarchical learning for salient object detection. SPAC 2017:192-197.

  28.  Yue Zhao, Xinge You, Yantao Wei, Shi Yin, Dacheng Tao, Yiu-ming Cheung: Multi-view Latent Space Learning Based on Local Discriminant Embedding. CCBD 2016:225-230.

  29.  Shi Yin, Xinge You, Weiyong Xue, Bo Li, Yue Zhao, Xiao-Yuan Jing, Patrick S. P. Wang, Yuanyan Tang: A Unified Approach for Spatial and Angular Super-Resolution of Diffusion Tensor MRI. CCPR (2) 2016:312-324.

  30.  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.

  31.  Weigang Guo, Xinge You, Ziqi Zhu, Yi Mou, Dachuan Zheng: Locally Linear Embedding Based Dynamic Texture Synthesis. CCCV (1) 2015:287-295.

  32.  Shujian Yu, Weihua Ou, Xinge You, Yi Mou, Xiubao Jiang, Yuanyan Tang: Single image rain streaks removal based on self-learning and structured sparse representation. ChinaSIP 2015:215-219.

  33.  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.

  34.  Shujian Yu, Weihua Ou, Xinge You, Xiubao Jiang, Yun Zhu, Yi Mou, Weigang Guo, Yuanyan Tang, C. L. Philip Chen: Webcam-Based Visual Gaze Estimation Under Desktop Environment. ICONIP (2) 2015:457-466.

  35.  Shujian Yu, Xinge You, Xiubao Jiang, Weihua Ou, Ziqi Zhu, Yixiao Zhao, C. L. Philip Chen, Yuanyan Tang: Generalized Kernel Normalized Mixed-Norm Algorithm: Analysis and Simulations. ICONIP (2) 2015:61-70.

  36.  Shujian Yu, Xinge You, Kexin Zhao, Weihua Ou, Yuanyan Tang: Kernel normalized mixed-norm algorithm for system identification. IJCNN 2015:1-6.

  37.  Weigang Guo, Xinge You, Ziqi Zhu, Weiyong Xue, Shujian Yu, Xiubao Jiang: Dynamic Texture Synthesis via Image Reconstruction. SMC 2015:1907-1911.

  38.  Shujian Yu, Xinge You, Xiubao Jiang, Kexin Zhao, Yi Mou, Weihua Ou, Yuanyan Tang, C. L. Philip Chen: Human Heart Rate Estimation Using Ordinary Cameras under Natural Movement. SMC 2015:1041-1046.

  39.  Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Xiubao Jiang, Fanyu You, Jixing Zou: A Noise-Robust Adaptive Hybrid Pattern for Texture Classification. ICPR 2014:1633-1638.

  40.  Wei Zhang, Xinge You: Region description using scalable circumferential filters. SPAC 2014:263-268.

  41.  Lu Gan, Long Zhou, Xinge You: A new GPR image de-nosing method based on BEMD. SPAC 2014:328-331.

  42.  Yuanfeng He, Qijun Wang, Xinge You, Duanquan Xu: Adaptive intra prediction filtering (AIPF). SPAC 2014:358-362.

  43.  Xiubao Jiang, Xinge You, Yi Mou, Shujian Yu, Wu Zeng: Gaussian latent variable models for variable selection. SPAC 2014:353-357.

  44.  Yi Mou, Xinge You, Xiubao Jiang, Duanquan Xu, Shujian Yu: Global sparse partial least squares. SPAC 2014:349-352.

  45.  Weihua Ou, Kesheng Zhang, Xinge You, Fei Long: Multi-view embedding learning via robust joint nonnegative matrix factorization. SPAC 2014:169-174.

  46.  Xinge You, Qingjiang Hu, Duanquan Xu, Xiangxu Fu, Qixin Sun: Dollar bill denomination recognition algorithm based on local texture feature. SPAC 2014:269-272.

  47.  Shujian Yu, Xinge You, Kexin Zhao, Xiubao Jiang, Yi Mou, Jie Zhu: STFT-like time frequency representations for nonstationary signal - From evenly sampled data to arbitrary nonuniformly sampled data. SPAC 2014:411-416.

  48.  Boxuan Zhong, Zijing Chen, Xinge You, Luoqing Li, Yunliang Xie, Shujian Yu: Robust weighted coarse-to-fine sparse tracking. SPAC 2014:7-14.

  49.  Jiajia Lei, Jindan Zhou, Mohamed Abdel-Mottaleb, Xinge You: Detection, localization and pose classification of ear in 3D face profile images. ICIP 2013:4200-4204.

  50.  Weihua Ou, Xinge You, Pengyue Zhang, Xiubao Jiang, Ziqi Zhu, Duanquan Xu: Learning a Sparse Representation for Robust Face Recognition. ICONIP (3) 2013:233-240.

  51.  Aminou Halidou, Xinge You: Fast pedestrian detection using BWLSD for ROI. WOCC 2013:610-615.

  52.  Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You, Yu Liu, Duanquan Xu: Efficient Group Learning with Hypergraph Partition in Multi-task Learning. CCPR 2012:9-16.

  53.  Lu Gan, Long Zhou, Xinge You, Juan Xiao: The instantaneous frequency extraction of GPR B-scan data based on HHT method. ICMLC 2012:982-985.

  54.  Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang: Structured sparse coding for image representation based on L1-graph. ICPR 2012:3220-3223.

  55.  Baochuan Pang, Long Zhou, Wu Zeng, Xinge You: Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue. CIS 2011:1095-1099.

  56.  Wu Zeng, Long Zhou, Xiubao Jiang, Xinge You, Mingming Gong: Clustering Based Image Denoising Using SURE-LET. CIS 2011:1303-1307.

  57.  Jiajia Lei, H. Hatem, Long Zhou, Xinge You, Patrick Shen-Pei Wang, Duanquan Xu: Fingerprint enhancement based on non-separable wavelet. IEEE ICCI 2010:313-317.

  58.  Jiajia Lei, Xinge You, Long Zhou, Wu Zeng: Extracting corner-cue feature to improve minutiae-matching accuracy. ICIP 2010:3113-3116.

  59.  Xiubao Jiang, Long Zhou, Mingming Gong, Xinge You: Long digital straight segments for fingerprint matching. ICMLC 2010:769-774.

  60.  Qin Zhou, Long Zhou, Xinge You: Nonseparable wavelet domain BPCA for face recognition. ICMLC 2010:784-789.

  61.  Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang: Wavelet Domain Local Binary Pattern Features For Writer Identification. ICPR 2010:3691-3694.

  62.  Mohammed Lutf, Xinge You, Hong Li: Offline Arabic Handwriting Identification Using Language Diacritics. ICPR 2010:1912-1915.

  63.  Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung: Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification. ICPR 2010:1489-1492.

  64.  Bo Wang, Wei Shen, Wenyu Liu, Xinge You, Xiang Bai: Shape Classification Using Tree -Unions. ICPR 2010:983-986.

  65.  Xin Liu, Xinge You, Yiu-ming Cheung: Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns. CIS (1) 2009:287-291.

  66.  Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You: Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension. IDEAL 2009:535-542.

  67.  Jie Wu, Xinge You, Yuan Yan Tang, Yiu-ming Cheung: Palmprint identification based on non-separable wavelet filter banks. ICPR 2008:1-4.

  68.  Liang Du, Xinge You, Yiu-ming Cheung: An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. IDEAL 2008:473-482.

  69.  Jing Huang, Xinge You, Yuan Yan Tang: Iris recognition based on non-separable wavelet. SMC 2008:1552-1557.

  70.  Qingyan He, Xinge You, Limin Cui, Zaochao Bao: Watermarking technique based on discrete non-separable wavelet filters. SMC 2007:3577-3582.

  71.  Zhenyu He, Xinge You, Yuan Yan Tang, Patrick Shen-Pei Wang, Yun Xue: Texture Image Retrieval Using Novel Non-separable Filter Banks Based on Centrally Symmetric Matrices. ICPR (4) 2006:161-164.

  72.  Xinge You, Dan Zhang, Qiuhui Chen, Patrick Shen-Pei Wang, Yuan Yan Tang: Face Representation By Using Non-tensor Product Wavelets. ICPR (1) 2006:503-506.

  73.  Bin Fang, Xinge You, Yuan Tang: A Novel Fusing Algorithm for Retinal Fundus Images. CIS (1) 2005:833-838.

  74.  Xinhua You, Bin Fang, Xinge You, Zhenyu He, Dan Zhang, Yuan Yan Tang: Skeleton Representation of Character Based on Multiscale Approach. CIS (2) 2005:1060-1067.

  75.  Xinge You, Bin Fang, Yuan Yan Tang, Luoqing Li, Dan Zhang: Axial Representation of Character by Using Wavelet Transform. FSKD (2) 2005:130-139.

  76.  Jianwei Yang, Xinge You, Yuan Yan Tang, Bin Fang: A Watermarking Scheme Based on Discrete Non-separable Wavelet Transform. IbPRIA (1) 2005:427-434.

  77.  Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: A Global-to-Local Matching Strategy for Registering Retinal Fundus Images. IbPRIA (1) 2005:259-267.

  78.  Xinge You, Bin Fang, Yuan Yan Tang, Jian Huang: Multiscale Approach for Thinning Ridges of Fingerprint. IbPRIA (2) 2005:505-512.

  79.  Zhenyu He, Yuan Yan Tang, Bin Fang, Jianwei Du, Xinge You: A Novel Method for Off-line Handwriting-based Writer Identification. ICDAR 2005:242-246.

  80.  Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: Similarity Measurement for Off-Line Signature Verification. ICIC (1) 2005:272-281.

  81.  Xinge You, Bin Fang, Yuan Yan Tang, Zhenyu He, Jian Huang: Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach. ICIC (1) 2005:688-696.

  82.  Xinge You, Bin Fang, Yuan Yan Tang: Mosaicing the Retinal Fundus Images: A Robust Registration Technique Based Approach. ICNC (3) 2005:663-667.

  83.  Zhenyu He, Yuan Yan Tang, Xinge You: A contourlet-based method for writer identification. SMC 2005:364-368.

  84.  Xinge You, Bin Fang, Yuan Yan Tang: Wavelet-Based Approach for Skeleton Extraction. WACV/MOTION 2005:228-233.

  85.  Xinge You, Jianwei Yang, Yuan Yan Tang, Bin Fang, Luoqing Li: Skeletonization of Fingerprint Based-on Modulus Minima of Wavelet Transform. SINOBIOMETRICS 2004:461-470.

  86.  Xinge You, Yuan Yan Tang, Weipeng Zhang, Lu Sun: Skeletonization of Character Based on Wavelet Transform. CAIP 2003:140-148.

  87.  Yuan Yan Tang, Xinge You: Wavelet Transform Approach to Skeletonization of Characters. PRIS 2003:14-21.

  88.  Xinge You, Yuan Yan Tang: Skeleton Extraction of Ribbon-Like Shapes Based on Wavelet Transform. WAA 2003:221-227.

  89.  Yuan Yan Tang, X. C. Feng, Xinge You, Z. W. Liao, Lu Sun: A Novel Method for Harmonic Geometric Transformation Model Based on Wavelet Collocation. ICPR (1) 2002:49-52.

  90.  Lihua Yang, Xinge You, Robert M. Haralick, Ihsin T. Phillips, Yuan Yan Tang: Characterization of Dirac Edge with New Wavelet Transform. WAA 2001:129-138.

4  主持、参与项目

 

  1. 国家自然科学基金：基于社会活动场的多混合智能体轨迹预测研究，项目批准号：62172177，2022-2025


  2. 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.

     

  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。

     

  6. 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.

     

  7. 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.

     

  8. 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.

     

  9. 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.

     

  10. 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.

     

  11. 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.

     

  12. 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.

     

  13. 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.

     

  14. 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.

     

  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.

     

  19. 18luck新利电竞 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.

     

  20. 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.

     

  21. 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.

     

  22. 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.

     

  23. 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.

     

  24. 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.

     

  25. 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.

     

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

     

  27. 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.

     

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

     

  29. 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.

     

  30. 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.

     

  31. 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.

     

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

     

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