Visual Information Processing and Learning
Visual Information Processing and Learning


Publications
  • 1Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao and Qionghai Dai, "A Concatenational Graph Evolution Aging Model," IEEE Trans. on Pattern Analysis and Machine Intelligence. 34(11):2083-2096, 2012.【pdf】
  • 2Liang Li, Shuqiang Jiang, Qingming Huang, “Learning Hierarchical Semantic Description via Mixed-norm Regularization for Image Understanding,” IEEE Trans. Multimedia, vol.14, no.5, pp.1401-1413,Oct.2012.【pdf】
  • 3Shuhui Wang, Qingming Huang, Shuqiang Jiang and Qi Tian, “Nearest-Neighbor Method Using Multiple Neighborhood Similarities for Social Media Data Mining,” Neurocomputing, vol.95, pp.05-116,Oct.2012.【pdf】
  • 4Shuhui Wang, Qingming Huang, Shuqiang Jiang,Qi Tian, “S3MKL:Scalable Semi-Supervised Multiple Kernel Learning for Real-World Image Applications,” IEEE Trans. Multimedia, vol.14, no.4, pp.1259-1274,Aug.2012.【pdf】
  • 5Wei Zheng, Luhong Liang,Hong Chang, Cher-Keng Heng, Shiguang Shan, Xilin Chen, “Boosted Translation-Tolerable Classifiers for Fast Object Detection. Image and Vision Computing,” Image and Vision Computing, vol.30, no.8, pp.480-491,Aug.2012.【pdf】
  • 6Qianqian Xu, Qingming Huang, Tingting Jiang, Bowei Yan, Weisi Lin, Yuan Yao, “HodgeRank on Random Graphs for Subjective Video Quality Assessment,” IEEE Transactions on Multimedia, vol.14, no.3, pp.844-857,Jun.2012.【pdf】
  • 7Deming Zhai, Hong Chang, Shiguang Shan, Xilin Chen, Wen Gao, "Multi-View Metric Learning with Global Consistency and Local Smoothness," ACM Transactions on Intelligent Systems and Technology, Volume 3 Issue 3, May 2012.【pdf】
  • 8Ning Zhang, Ling-Yu Duan, Qingming Huang, Jun Du, Wen Gao, Ling Guan, “A Generic Approach for Systematic Analysis of Sports Videos,” ACM Transactions on Intelligent Systems and Technology, May 2012.【pdf】
  • 9Guorong Li, Wei Qu, Qingming Huang, “A Multiple Targets Appearance Tracker Based on Object Interaction Model,” IEEE Transactions on Circuits and Systems for Video Technology, vol.22, no.3, pp.450-464,Mar.2012.【pdf】
  • 10Xiaowei Zhao, Xiujuan Chai, Zhiheng Niu, Cherkeng Heng, Shiguang Shan, "Context Modeling for Facial Landmark Detection Based on Non-Adjacent Rectangle (NAR) Haar-like Feature," Image and Vision Computing, vol.30, no.3, pp.136-146, Mar. 2012.【pdf】
  • 11Huiying Liu, Qingming Huang, Changsheng Xu and Shuqiang Jiang , “@ICT: Attention Based Virtual Content Insertion,” Multimedia Systems, vol.18, no.3, pp.201-214,Mar.2012.【pdf】
  • 12Guorong Li, Qingming Huang, Junbiao Pang, Shuqiang Jiang, Lei Qin, “Online Selection of the Best k-Feature Subset for Object Tracking,” Journal of Visual Communication and Image Representation, vol.23, pp.254-263,Feb.2012.【pdf】
  • 13Ruiping Wang, Shiguang Shan, Xilin Chen, Jie Chen, Wen Gao, “Maximal Linear Embedding for Dimensionality Reduction,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.33, no.9, pp.1776-1792,Sept.2011.【pdf】
  • 14Fang Fang, Laiyun Qing, Chongxiu Wang, Jun Miao, Xilin Chen and Wen Gao, “Attention Driven Face Recognition: Learning from Human Vision System,” International Journal of Computer Science Issues, vol.8, no.5, pp.8-13,Sept.2011.【pdf】
  • 15Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin, “Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness,” IEEE Transactions on Image Processing, vol.20, no.5, pp.1388 - 1400 ,May 2011.【pdf】
  • 16Jinli Suo, Liang Lin, Shiguang Shan, Xilin Chen, Wen Gao, “High Resolution Face Fusion for Gender Conversion,” IEEE Trans. on System, Man, and Cybernetics (Part A), vol.41, no.2, pp.226-237,Mar.2011.【pdf】
  • 17Bo Li, Hong Chang, Shiguang Shan, Xilin Chen, “Low-Resolution Face recognition via Coupled Locality Preserving Mappings,” IEEE Signal Processing Letters, vol.16, no.11, pp.20-23,Nov.2009.【pdf】
  • 18Xiaopeng Hong, Hong Chang, Shiguang Shan, Bineng Zhong, Xilin Chen, Wen Gao, “Sigma Set Based Implicit Online Learning For Object Tracking,” IEEE Signal Processing Letters, vol.17, no.9, pp.807-810,Sept.2010.
  • 19Jie Chen, Shiguang Shan, Chu He, Guoying Zhao, Matti Pietikäinen, Xilin Chen, Wen Gao, “WLD: A Robust Local Image Descriptor,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, no.9, pp.1705-1720,Sept.2010.【pdf】
  • 20Shufu Xie, Shiguang Shan, Xilin Chen, Jie Chen, “Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition,” IEEE Transactions on Image Processing, vol.19, no.5, pp1349-1361,May 2010.【pdf】
  • 21Yu Zhou, Xilin Chen, Debin Zhao, Hongyun Yao, Wen Gao, “Adaptive Sign Language Recognition With Exemplar Extraction and MAP/IVFS,” Signal Processing Letters, IEEE, vol.17, no.3, pp.297–300,Mar.2010.
  • 22Jinli Suo, Song Chun Zhu, Shiguang Shan, Xilin Chen, “A Compositional and Dynamic Model for Face Aging,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, no.3, pp. 385-401,Mar.2010.【pdf】
  • 23Bo Li, Hong Chang, Shiguang Shan, Xilin Chen, “Aligning Coupled Manifolds for Face Hallucination,” IEEE Signal Processing Letters, vol.17, no.1, pp. 957-960 ,Jan.2010.【pdf】
  • 24Jie Chen, Xilin Chen, JieYang, Shiguang Shan, Ruiping Wang and Wen Gao, “Optimization of a training set for more robust face detection,” Pattern Recognition, vol.42, no.11, pp2828–2840,Nov.2009.【pdf】
  • 25Changhong Liu, Xiujuan Chai, Shiguang Shan, Motoyasu Honma, Yoshihisa Osada, "Synthesized Views Can Improve Face Recognition. Applied Cognitive Psychology," 23(7), pp.987-998, Oct. 2009
  • 26Zhiheng Niu, Shiguang Shan, and Xilin Chen, “Facial Shape Localization Using Probability Gradient Hints,” IEEE Signal Processing Letters, vol.16, no.10, pp. 897-900,Oct.2009.
  • 27Yu Su, Shiguang Shan, Xilin Chen, Wen Gao, “Hierarchical Ensemble of Global and Local Classifiers for Face Recognition,” IEEE Transactions on Image Processing, vol.18, no.8, Aug.2009.【pdf】
  • 28Chunxi Liu, Qingming Huang, Shuqiang Jiang, Liyuan Xing, Qixiang Ye, Wen Gao, “A Framework for Flexible Summarization of Racquet Sports Video Using Multiple Modalities,” Computer Vision and Image Understanding, vol.113, no.3, pp. 415-424,Mar.2009.【pdf】
  • 29Shufu Xie, Shiguang Shan, Xilin Chen, Xin Meng, and Wen Gao, “Learned Local Gabor Patterns for Face Representation and Recognition,” Signal Processing, Feb.2009.
  • 30Yazhou Liu, Xilin Chen, Hongxun Yao, Xinyi Cui, Chaoran Liu, Wen Gao, “Contour-motion feature (CMF): A space–time approach for robust pedestrian detection,” Pattern Recognition Letters, vol.30, no.02, pp148-156,Jan.2009.
  • 31Lei Qin, Qingfang Zheng, Shuqiang Jiang, Qingming Huang and Wen Gao, “Unsupervised texture classification: Automatically discover and classify texture patterns,” Image and Vision Computing, vol.26, no.5, Pages 647-656,May 2008.【pdf】
  • 32Wenchao Zhang, Shiguang Shan, Xilin Chen, Wen Gao, “Are Gabor phases really useless for face recognition?,” Pattern Analysis and Applications, May 2008.
  • 33Wen Gao, Bo Cao, Shiguang Shan, Xilin Chen, Delong Zhou, Xiaohua Zhang, Debin Zhao, “The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations,” IEEE Trans. on System Man, and Cybernetics (Part A), vol.38, no.1, pp.149-161,Jan.2008.【pdf】
  • 34Bingpeng Ma, Shiguang Shan, Xilin Chen, and Wen Gao, “Head Yaw Estimation from Asymmetry of Facial Appearance,” IEEE Transactions on System, Man, and Cybernetics, Part B, vol.38, no.06, pp.1501-1512,Dec.2008.【pdf】
  • 35Jun Miao, Lijuan Duan, Laiyun Qing, Wen Gao, Xilin Chen and Yuan Yuan, “Spatial relationship representation for visual object searching,” Neurocomputing, vol.71(10-12), pp.1813-1823,2008.【pdf】
  • 36Wenchao Zhang, Shiguang Shan, Xilin Chen, and Wen Gao, “Local Gabor Binary Patterns Based on Kullback-Leibler Divergence for Partially Occluded Face,” IEEE Signal Processing Letter, vol.14, no.11, pp.875-878,Nov.2007.
  • 37Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan, Xilin Chen, Wen Gao, “Face Detection Based on the Example Resampling by Manifold,” IEEE Transactions on Systems,Man,and Cybernetics, vol.37, no.6, pp.1017-1028,Nov.2007.【pdf】
  • 38Qi Wang, Xilin Chen, Liang-Guo Zhang, Chunli Wang, Wen Gao, “Viewpoint invariant sign language recognition,” Computer Vision and Image Understanding, vol.108, no.1-2, pp.87-97,Oct.2007.
  • 39Guangyu Zhu,Qingming Huang,Changsheng Xu,Liyuan Xing,Wen Gao,and Hongxun Yao, “Human Behavior Analysis for Highlight Ranking in Broadcast Racket Sports Video,” IEEE Transactions on Multimedia, vol.09, no.06, pp.1167-1182,Oct.2007.
  • 40Dawei Liang, Qingming Huang, Yang Liu, Guangyu Zhu, and Wen Gao, “Video2Cartoon: A System for Converting Broadcast Soccer Video into 3D Cartoon Animation,” IEEE Transactions on Consumer Electronics, vol.53, no.3, pp.1138-1146,Aug.2007.

Visual Information Processing and Learning
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