Name: Xinge You
Academic Title: Professor
Email: youxg@hust.edu.cn
Research Interests:
Wavelets Analysis and Its Applications, Pattern Recognition, Image and Signal Processing, Computer Vision, Machine Learning
Education:
Ph.D.Computer Science, Hong Kong Baptist University, Hong Kong (2004)
M.S.Mathematics, Hubei University, Hubei, China (2000)
B.S.Mathematics, Hubei University, Hubei, China (1990)
Employment and Work Experience:
2011.1-2017.6 Vice Dean, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China
2011-Present Director, National Anti-counterfeit Engineering Research Center, Huazhong University of Science and Technology, Wuhan, China
2007.3 -Present Professor, School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China
2004.7-2007.12 Postdoctoral Research Fellow, Hong Kong Baptist University, Hong Kong
2003.9-2006.11 Associate Professor, Faculty of Mathematics and Computer Science, Hubei University, Wuhan, China
2003.10- 2003.12 Visiting Research Fellow,Asahi Kasei Corporation, Japan
2002.8, 2005.7 Visiting Research Fellow,Centre for Pattern Recognition and Machine Intelligence,Concordia University, Canada
2002.3- 2002.5, 2002.11-2003.1 Visiting Research Fellow, University of Macau
1995.7-2003.8 Lecturer, Department of Mathematics, Hubei University, Wuhan, China
1990.7-1995.6 Assistant, Department of Mathematics, Hubei University, Wuhan
Teaching:
Introduction toInformation Technology, DigitalImageProcessing, RandomProcess, WaveletAnalysis andItsApplication, Data Mining
Selected Publications:
[1]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,”Neurocomputingvol. 395, pp. 1-14, 2020.
[2]Jiamiao Xu, Shujian Yu,Xinge You, Mengjun Leng, Xiao-Yuan Jing, C. L. Philip Chen, “Multiview Hybrid Embedding: A Divide-and-Conquer Approach,”IEEE Transactions on Cybernetics, vol. 50, no. 8, pp. 3640-3653, 2020.
[3]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, vol. 92, pp. 37-51, 2019.
[4]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, vol. 78, pp. 154-166, 2018.
[5]Zijing Chen,Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao, “Dynamically Modulated Mask Sparse Tracking,”IEEE Transactions on Cybernetics, vol. 47, no. 11, pp. 3706-3718, 2017.
[6]Yantao Wei,Xinge You, Hong Li, “Multiscale patch-based contrast measure for small infrared target detection,”Pattern Recognition, vol. 58, pp. 216-226, 2016.
[7]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. 2760-2774, 2015.
[8]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
[9]Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, Mingming Gong, “Local Metric Learning for Exemplar-based Object Detection,”IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, pp. 1265–1276, 2014.
[10]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.
[11]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.
[12]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.
[13]Zhenyu He,Xinge You, Long Zhou, Yiu-ming Cheung, and Yuan Yan Tang, “Writer Identification Using Fractal Dimension of Wavelet Subbands in Gabor Domain,”Integrated Computer-Aided Engineering，vol. 17, no. 2, pp. 157-165, 2010.
[14]Xinge You, Yuan Yan Tang, “Wavelet-based Approach to Character Skeleton,”IEEE Transactions on Image Processing, vol.16, no. 5, pp. 1220-1231, 2007.
Scientific Research Projects:
Natural Science Foundation of China: “Research on complex high dimensional data reduction based on conformal mapping”. (Project Number: 61772220, 2018-2021, Principal Investigator)
Hubei Technology Innovation Special Program: “Research on key techniques and equipment for intelligent processing of anti-counterfeiting bills”. (Project Number: 2018ACA135, 2018-2020, Principal Investigator)
Hubei Technology Innovation Special Program: “Research on the production technology of zero-order diffracted light variable image”. (Project Number: 2017AAA017, 2017-2020, Principal Investigator)
National Key Research and Development Program: “Research on key techniques of multi-currency banknote intelligent processing all-in-one machine”. (Project Number: 2016YFE0121200, 2017-2019, Principal Investigator)
National Science and Technology Support Program: “Electronic traceability technology research and demonstration of the food safety”. (Project Number: 2015BAK36B00, 2015-2017, Principal Investigator)
Awards and Honors:
2019 Prize for Progress in Science and Technology in Hubei,firstclass
2010Prize for Progress in Science and Technology in Hubei, third class
2008Prize for Natural Science in Chongqing, second class
2007New Century Excellent Talents Award Program from Ministry of Education of China
2005Prize for Natural Sciences in Hubei, third class
2004Intelligence and Society Contest in HKBU, second class
