Xiaogang Wang/Publications
Medical Imaging
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Tractography Segmentation Using a Hierarchical Dirichlet Processes Mixture Model |
| X. Wang, E. Grimson, and C.-F. Westin | |
| in Proceedings of Information Processing in Medical Imaging (IPMI) 2009. [PDF] | |
Activity Analysis
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Trajectory Analysis and Semantic Region Modeling Using Nonparametric Bayesian Models |
| X. Wang, K. T. Ma, G. Ng, and E. Grimson | |
| in submission to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). | |
| Trajectory Analysis and Semantic Region Modeling Using A Nonparametric Bayesian Model | |
| X. Wang, K. T. Ma, G. Ng, and E. Grimson | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2008. [PDF] | |
| A more detailed description of this work is available in Tech. Rep. MIT-CSAIL-TR-2008-015. http://hdl.handle.net/1721.1/40808. | |
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Correspondence‐Free Activity Analysis and Scene Modeling in Multiple Camera Views |
| X. Wang, K. Tieu, and E. Grimson | |
| accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). [PDF] | |
| Correspondence‐Free Multi‐Camera Activity Analysis and Scene Modeling | |
| X. Wang, K. Tieu, and E. Grimson | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2008. [PDF] | |
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Unsupervised Activity Perception in Crowded and Complicated Scenes Using Hierarchical Bayesian Models |
| X. Wang, X. Ma, and E. Grimson | |
| accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). [PDF] | |
| Unsupervised Activity Perception by Hierarchical Bayesian Models | |
| X. Wang, X. Ma and E. Grimson | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2007. [PDF] | |
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Learning Semantic Scene Models by Trajectory Analysis |
| X. Wang, K. Tieu and E. Grimson | |
| in Proceedings of European Conference on Computer Vision (ECCV) 2006. [PDF] | |
| A more detailed description of this work is available in Tech. Rep. MIT-CSAIL-TR-2006-08. http://hdl.handle.net/1721.1/31208. | |
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Event Detection using an Attention-Based Tracker |
| G. Dalley, X. Wang, and E. Grimson | |
| in Proceedings of the tenth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS) in Conjunction with ICCV 2007. [PDF] | |
Tracking
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Multi-class Object Tracking Algorithm that Handles Fragmentation and Grouping |
| B. Bose, X. Wang, and E. Grimson | |
| in Proceedings of IEEE Computer Science on Computer Vision and Patter Recognition (CVPR) 2007. [PDF] | |
Person Identification
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Shape and Appearance Context Modeling |
| X. Wang, G. Doretto, T. Sebastian, J. Rittscher, and P. Tu | |
| in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2007. [PDF] | |
Object Recognition
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Spatial Latent Dirichlet Allocation |
| X. Wang and E. Grimson | |
| in Proceedings of Neural Information Processing Systems Conference (NIPS) 2007. [PDF] | |
Face Recognition
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Boosted Multi-Task Learning for Face Verification with Applications to Web Images and Video Search |
| X. Wang, C. Zhang, and Z. Zhang | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2009. [PDF] | |
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Subspace Analysis using Random Mixture Models |
| X. Wang and X. Tang | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2005. [PDF] | |
| Bayesian Face Recognition Based on Gaussian Mixture Models | |
| X. Wang and X. Tang | |
| in Proceedings of International Conference on Pattern Recognition (ICPR), Vol. 4, pp. 23-26, 2004. [PDF] | |
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Random Sampling for Subspace Face Recognition |
| X. Wang and X. Tang | |
| International Journal of Computer Vision (IJCV), Vol. 70, No. 1, pp 91-104, 2006. [PDF] | |
| Random Sampling LDA for Face Recognition | |
| X. Wang and X. Tang | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2004. [PDF] | |
| Using Random Subspace to Combine Multiple Features for Face Recognition | |
| X. Wang and X. Tang | |
| in Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (AFGR), pp. 284-289, 2004. [PDF] | |
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Dual-Space Linear Discriminant Analysis for Face Recognition |
| X. Wang and X. Tang | |
| in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2004. [PDF] | |
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A Unified Framework for Subspace Face Recognition |
| X. Wang and X. Tang | |
| IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 26, No.9, pp. 1222-1228, 2004. [PDF] | |
| Unified Subspace Analysis for Face Recognition | |
| X. Wang and X. Tang | |
| in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2003. [PDF] | |
| Improving Indoor and Outdoor Face Recognition Using Unified Subspace Analysis and Gabor Features | |
| X. Wang and X. Tang | |
| in Proceedings of International Conference on Image Processing (ICIP) , Vol. 3, pp. 24-27, 2004. [PDF] | |
| An Improved Bayesian Face Recognition Algorithm in PCA Subspace | |
| X. Wang and X. Tang | |
| in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 3, pp. 129-132, 2003. [PDF] | |
| Bayesian Face Recognition Using Gabor Features | |
| X. Wang and X. Tang | |
| in Proceedings of ACM SIGMM 2003 Multimedia Biometrics Methods and Applications Workshop, Berkeley, CA, Nov. 2003. [PDF] | |
| Experimental Study on Multiple LDA Classifier Combination for High Dimensional Data Classification | |
| X. Wang and X. Tang | |
| Multiple Classifier Systems, pp. 344-353, 2004. [PDF] |
Face Sketch Synthesis and Recognition
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Face Photo‐Sketch Synthesis and Recognition |
| X. Wang and X. Tang | |
| accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). [PDF] | |
| Face Sketch Synthesis and Recognition | |
| X. Tang and X. Wang | |
| in Proceedings of IEEE International Conference on Computer Vision (ICCV) , 2003. [PDF] | |
| Face Sketch Recognition | |
| X. Tang and X. Wang | |
| IEEE Transactions on Circuits and Systems for Video Technology (CSVT), Special Issue on Image- and Video- Based Biometrics, Vol. 14, No. 1, pp. 50-57, January, 2004. [PDF] | |
| Face Photo Recognition Using Sketch | |
| X. Tang and X. Wang | |
| in Proceedings of IEEE International Conference on Image Processing (ICIP), Vol. 1, pp. 257-260, Rochester, New York, Sept. 2002. [PDF] |
Face Hallucination
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Hallucinating Face by Eigentransformation |
| X. Wang and X. Tang | |
| IEEE Trans. on System Man and Cybernetics (SMC), Part C, Vol. 35, No. 3, pp. 425-434, 2005. [PDF] | |
| Face Hallucination and Recognition | |
| X. Tang and X. Wang | |
| in Proceedings of the 4th International Conference on Audio- and Video-Based Person Authentication (AVBPA), Guildford, UK, June 2003. [PDF] |
Image Retrieval
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A World Wide Web Based Image Search Engine Using Text and Image Content Features |
| B. Luo, X. Wang and X. Tang | |
| in Proceedings of IS&T/SPIE Electronic Imaging 2003, Internet Imaging IV, Santa Clara, USA, Jan. 2003. [PDF] | |