Professor in School of Electronic Information and Communication

Phone: +86-27-87544817

Email: youxg@hust.edu.cn

Academic Areas: Pattern Recognition, Image and Signal Processing, Computer Vision, Machine Learning, Wavelets Analysis and Its Applications

Academic Degrees

Ÿ   Ph.D.   Computer Science, Hong Kong Baptist University, Hong Kong (2004)

Ÿ   M.S.     Mathematics, Hubei University, Hubei, China (2000)

Ÿ   B.S.     Mathematics, Hubei University, Hubei, China (1990)

Professional Experience

Ÿ   2011.1  - Present            Vice Director, School of Electronic Information and Communications , Huazhong University of Science and Technology, Wuhan, China

Ÿ   2013   - Present           Director, National Anti-counterfeit Engineering Research Center, Huazhong University of Science and Technology, Wuhan, China

Ÿ   2007.3- Present              Professor, School of Electronic Information and Communications , Huazhong University of Science and Technology, Wuhan, China

Ÿ   2004.7  - 2007.12           Postdoctoral Research Fellow, Hong Kong Baptist University, Hong Kong

Ÿ   2003.9  - 2006.11           Associate Professor, Faculty of Mathematics and Computer Science, Hubei University, Wuhan, China

Ÿ   1990.7  - 2003.8                     Deparment  of Mathematics, Hubei University, Wuhan, China

Selected Publications

Journal Papers

[1]      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. (Accepted)

[2]      Yi Mou, Xinge You, Duanquan Xu, Long Zhou, Wu Zeng,Shujian Yu. Regularized Multivariate Scatter Correction, Chemometrics and Intelligent Laboratory Systems. (In Press)

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

[4]      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, April 2014

[5]      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.

  1. Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang, “Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization”, Journal of Information Science, vol.221, no.2, pp. 284-296, 2013.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. Junwei Wang, Xiang Bai, Xinge You, Wenyu Liu, Longin Jan Latecki, “Shape matching and classification using height functions,” Pattern Recognition Letters, vol. 33, no. 2, pp. 134-143, 2012.
  9. 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.
  10. 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, vol. PP, pp. 1-14, 2011.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. Jing Huang, Xinge You, Yuan Yan Tang, Liang Du and Yuan Yuan, “A novel iris segmentation using radial-suppression edge detection.” Signal Processing, vol. 89, no. 12, pp. 26302643, 2009.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. Zhenyu He, Xinge You, Yuan Yan Tang, “Writer Identification Using Global Wavelet-based Features,” Neurocomputing, vol.71, no. 10-12, pp. 1832-1841, 2008.
  21. Xinge You, Yuan Yan Tang, “Wavelet-based Approach to Character Skeleton,” IEEE Transactions on Image Processing, vol.16, no. 5, pp. 1220-1231, 2007.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. Xinge You, Luoqin Li, Qiuhui Chen, “Construction of M-Band Superfunction,” Acta Mathematica Scientia, vol. 24, no. 2, pp. 200-206, 2004.
  32. 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.

 

Conference papers

  1. Weihua Ou, Xinge You, PengyueZhang, Xiubao Jiang, Ziqi Zhu and Duanquan Xu, Learning sparse representation for robust face recognition, 20st International Conference on Neural Information Processing (ICONIP),2013
  2. Jiajia Lei, Jindan Zhou, Mohamed Abdel-Mottaleb and Xinge You, ''Detection, Localization and Pose Classification of Ear in 3D Face Profile Images'', Proc. IEEE International Conference on Image Processing, 2013
  3. Shujian Yu, Xinge You, Yi Mou, Xiubao Jiang, Weihua Ou, Long Zhou, A new approach for spectra baseline correction using sparse representation, International Conference Signal Processing, Pattern Recognition and Application (SPPRA2013), DOI: 10.2316/P.2013.798-076
  4. Lu Gan, Long Zhou, Xinge You, Juan Xiao, “The instantaneous frequency extraction of GPR B-scan data based on HHT method,” International Conference on Machine Learning and Cybernetics, pp. 982-985, 2012.
  5. Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang, “Structured sparse coding for image representation based on L1-graph,”. Proc. 21th IEEE International Conference on Pattern Recognition, pp. 3220-3223, 2012.
  6. Baochuan Pang, Long Zhou, Wu Zeng, Xinge You, “Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue,” 7th International Conference on Computational Intelligence and Security, 2011.
  7. Wu Zeng, Long Zhou, Xiubao Jiang, Xinge You, Mingming Gong, “Clustering based Image Denoising using SURE-LET,” 7th International Conference on Computational Intelligence and Security, 2011.
  8. Zhifan Gao, Xinge You, Long Zhou, Wu Zeng, “A Novel Matching Technique for Fingerprint Recognition by Graphical Structures,” International Conference on Wavelet Analysis and Pattern Recognition, pp. 77-82, 2011.
  9. Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung, “Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification,” Proc. 20th IEEE International Conference on Pattern Recognition, pp. 1489-1492, 2010.
  10. Mohammed Lutf, Xinge You, Hong Li, “Offline Arabic Handwriting Identification Using Language Diacritics,” Proc. 20th IEEE International Conference on Pattern Recognition, pp. 1912-1915, 2010.
  11. Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang, “Wavelet Domain Local Binary Pattern Features For Writer Identification,” Proc. 20th IEEE International Conference on Pattern Recognition, pp. 3691-3694, 2010.
  12. Bo Wang, Wei Shen, Wenyu Liu, Xinge You, Xiang Bai, “Shape Classification Using Tree-Unions,” Proc. 20th IEEE International Conference on Pattern Recognition, pp. 983-986, 2010.
  13. Jiajia Lei, Xinge You, Long Zhou, and Wu Zeng, “Extracting Corner-cue Feature to Improve Minutiae-matching Accuracy,” Proc. International Conference on Image Processing, pp. 3113-3116, Sep. 2010.
  14. Jiajia Lei, Hiyam Hatemy, Long Zhou, Xinge You, Patrick S. P. Wang, and Duanquan Xu, “Fingerprint Enhancement Based on Non-separable Wavelet,” Proc. of IEEE International Conference on Cognitive Informatics, pp. 313-317, Jul. 2010.
  15. Qinmu Peng, Guangxi Peng, Duanquan Xu, Xinge You, Baochuan Pang, “A Fast Approach to Retinal Vessel Segmentation,” Chinese Conference on Pattern Recognition, pp. 207-210, 2010.
  16. Baochuan Pang, Yi Zhang, Qianqing Chen, Zhifan Gao, Qinmu Peng, Xinge You, “Cell Nucleus Segmentation in Color Histopathological Imagery Using Convolutional Networks,” Chinese Conference on Pattern Recognition, pp. 555-559, 2010.
  17. Zhibin Pan, Xinge You, XiaoyanWei, Qinmu Peng, Liangshuo Ning, Zhihong Xiao, “A Novel Discriminant Criterion with Application to Face Recognition,” Chinese Conference on Pattern Recognition, pp. 924-928, 2010.
  18. Xiubao Jiang, Long Zhou, Mingming Gong, Xinge You, “Long digital straight segments for fingerprint matching,” International Conference on Machine Learning and Cybernetics, pp. 769-774, 2010.
  19. Qin Zhou, Long Zhou, Xinge You, “Nonseparable wavelet domain BPCA for face recognition,” International Conference on Machine Learning and Cybernetics, pp. 784-789, 2010.
  20. Liangshuo Ning, Long Zhou, Xinge You, Liang Du, Zhenyu He, “Multiscale Gaussian Markov Random Fields for Writer Identification,” International Conference on Wavelet Analysis and Pattern Recognition, pp. 11-14, 2010.
  21. Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You, “Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension,” Intelligent Data Engineering and Automated Learning, pp. 535-542, 2009.
  22. Liang Du, Jianjun Zhang, Xinge You, “An image watermarking scheme using new wavelet filter banks,” Proc. 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, pp. 148-151, 2009.
  23. Xin Liu, Xinge You, Yiu-ming Cheung, “Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns,” Proc. 3rd International Conference on Computational Intelligence and Security, pp. 287-291, 2009.
  24. Jie Wu, Xinge You, Yuan Yan Tang, and Yiu-ming Cheung, “Palmprint Identification Based on Non-separable Wavelet Filter Banks,” International Conference on Pattern Recognition, pp. 1-4, 2008.
  25. Jing Huang, Xinge You, Yuan Yan Tang, “Iris Recognition based on generalized Gaussian density of nonseparable orthogonal wavelet,” Proc. IEEE International Conference on Systems Man and Cybernetics, pp. 1551-1556, 2008.
  26. Jing Huang, Xinge You, Yuan Yan Tang, “Iris Recognition based on Barycenter distance vector of new nonseparable wavelet,” Chinese Conference on Pattern Recognition, pp. 310-315, 2008.
  27. Liang Du, Xinge You, Yiu-ming Cheung, “An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression,” Intelligent Data Engineering and Automated Learning, pp. 473-482, 2008.
  28. Zaochao Bao, Xinge You, Chunfang Xing, Qingyan He, “Image Denoising by Using Non-tensor Product Wavelets Filter Banks,” Proc. 6th International Conference on Machine Learning and Cybernetics, vol. 3, pp. 1734-1738, Hong Kong, Aug. 2007.
  29. Qingyan He, Xinge You, Liming Cui and Zaocao Bao, “Watermarking Technique Based on Discrete Non-separable Wavelet Filters,” Proc. IEEE International Conference on Systems Man and Cybernetics, pp. 3577-3582, Montreal, Canada, 2007.
  30. Qingyan He, Xinge You, Patrick Wang and Yuan Yan Tang, “An Image Watermarking Scheme using Non-tensor Wavelets,” Proc. IEEE International Conference on Wavelet Analysis and Pattern Recognition, vol. 1, pp. 350-355, Beijing, China, 2007.
  31. Zhenyu He, Xinge You, Yuan. Y. Tang, Patrick Wang, Yun Xue, “Texture Image Retrieval Using Novel Non-separable Filter Banks Based on Centrally Symmetric Matrices,” Proc. 18th International Conference on Pattern Recognition, vol. 4, pp. 161-164, 2006.
  32. Xinge You, Dan Zhang, Qiuhui Chen, Patrick Wang, and Yuan Yan Tang, “Face Representation by Using Non-tensor Product Wavelet,” Proc. 18th IEEE International Conference on Pattern Recognition, vol. 1, pp. 503-506, 2006.
  33. Bin Fang, Wen-Sheng Chen, Xinge You, Tai-Ping Zhang, Jing Wen, Yuan Yan Tang, “Wavelet thinning algorithm based similarity evaluation for offline signature verification,” Intelligent Computing in Signal Processing and Pattern Recognition, Lecture Notes in Control and Information Science, vol. 345, pp. 547-555, 2006.
  34. Xinge You, Bin Fang and Yuan Yan Tang, “Wavelet-based Approach for Skeleton Extraction,” Proc. IEEE Workshop on the Applications of Computer Vision, pp. 228-233, Colorado, U.S.A., 2005.
  35. Zhenyu He, Yuan Yan Tang, Xinge You, “A Contourlet-based Method for Writer Identification,” Proc. IEEE International Conference on Systems, Man, and Cybernetics, pp. 364-368, Hawaii, USA, 2005.
  36. Zhenyu He, Bin Fang, Yuan Yan Tang, Jian-Wei Du, Xinge You, “A Novel Method for Off-line Handwriting-based Writer Identification,” Proc. 8th International Conference on Document Analysis and Recognition, pp. 242-246, Seoul, Korea , 2005.
  37. Xinge You, Bin Fang, and Yuan Yan Tang, “Mosaicing the Retinal Fundus Images: A Robust Registration Technique Based Approach,” Advances in Natural Computation, Lecture Notes in Computer Science, Springer-Verlag, vol. 3612, pp. 663-667, 2005.
  38. Xinge You, Bin Fang, Yuan Yan Tang, Luoqing Li, and Dan Zhang, “Axial Representation of Character by Using Wavelet Transform,” Fuzzy Systems and Knowledge Discovery, Lecture Notes in Computer Science, Springer-Verlag, vol. 3614, pp. 130-139, 2005.
  39. Xinge You, Bin Fang, Yuan Yan Tang, Zhenyu He, and Jian Huang, “Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach,” Advances in Intelligent Computing, Lecture Notes in Computer Science, Springer-Verlag, vol. 3644, pp. 688-696, 2005.
  40. Xinge You, Bin Fang, Zhenyu He, and Yuan Yan Tang, “Similarity Measurement for Off-line Signature Verification,” Advances in Intelligent Computing, Lecture Notes in Computer Science, Springer-Verlag, vol. 3644, pp. 272-281, 2005.
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