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.
  • 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】
  • 7Qianqian Xu, Qingming Huang, Tingting Jiang, Bowei Yan, Yuan Yao, Weisi Lin, “HodgeRank on Random Graphs for Subjective Video Quality Assessment,” IEEE Transactions on Multimedia, vol.14, no.3, pp.844-857,Jun.2012.【pdf】
  • 8Deming Zhai, Hong Chang, Shiguang Shan, Xilin Chen, Wen Gao, “Multiview Metric Learning with Global Consistency and Local Smoothness,” ACM Transactions on Intelligent Systems and Technology, vol.3, no.3, May 2012.【pdf】
  • 9Ning 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】
  • 10Guorong 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】
  • 11Xiaowei 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.
  • 12Huiying 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】
  • 13Guorong 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】
  • 14Deming 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】
  • 15Liang 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, 2012.
  • 16Ruiping 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】
  • 17Fang 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】
  • 18Junbiao 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】
  • 19Jinli 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】
  • 20Bo 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】
  • 21Xiaopeng 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.
  • 22Jie 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】
  • 23Shufu 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】
  • 24Yu 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.
  • 25Jinli 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】
  • 26Bo 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】
  • 27Jie 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】
  • 28Changhong 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
  • 29Zhiheng 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.
  • 30Yu 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】
  • 31Chunxi 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】
  • 32Shufu Xie, Shiguang Shan, Xilin Chen, Xin Meng, and Wen Gao, “Learned Local Gabor Patterns for Face Representation and Recognition,” Signal Processing, Feb.2009.
  • 33Yazhou 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.
  • 34Lei 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.
  • 35Wenchao Zhang, Shiguang Shan, Xilin Chen, Wen Gao, “Are Gabor phases really useless for face recognition?,” Pattern Analysis and Applications, May 2008.
  • 36Wen 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.
  • 37Bingpeng 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.
  • 38Jun 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.
  • 39Wenchao 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.
  • 40Jie 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.

Visual Information Processing and Learning
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