DeepID-Net: Multi-Stage and Deformable Deep Convolutional Neural Networks for Object Detection

W. Ouyang, P. Luo, X. Zeng, S. Qiu, Y. Tian, H. Li, S. Yang, Z. Wang, Y. Xiong, C. Qian, Z. Zhu, R. Wang, C. Loy, X. Wang, and X. Tang

Trajectory Analysis and Semantic Region Modeling Using A Nonparametric Bayesian Model

Detecting and tracking multiple interacting objects without class-specific models

Xiaogang Wang/Publications

(By topic, By date, By type)

2016

IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2016.2560807, 2016. [PDF]

Person Re-identification by saliency Learning

R. Zhao, W. Ouyang, and X. Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2016.2544310, 2016. [PDF]

A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs

Z. Wu, Y. Huang, L. Wang, X. Wang, and T. Tan

IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2016.2545669, 2016. [PDF]

Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model

W. Ouyang, X. Zeng and X. Wang

International Journal of Computer Vision (IJCV), DOI 10.1007/s11263-016-0890-9, 2016. [PDF]

Hybrid Deep Learning for Face Verification

Y. Sun, X. Wang, and X. Tang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), DOI: 10.1109/TPAMI.2015.2505293, 2016. [PDF]

Learning Scene-Independent Group Descriptors for Crowd Understanding

J. Shao, C. C. Loy, and X. Wang

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2016.2539878, 2016. [PDF]

Face Model Compression by Distilling Knowledge from Neurons

P. Luo, Z. Zhu (co-first auhtor), Z. Liu, X. Wang, and X. Tang

in Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2016. [PDF]

Factors in Finetuning Deep Model for object detection

Wanli Ouyang, Xiaogang Wang, Cong Zhang, Xiaokang Yang

arXiv:1601.05150. [PDF]

2015

Convolutional Neural Networks with Low-Rank Regularization

C. Tai, T. Xiao, Y. Zhang, X. Wang, and W. E

in Proceedings of International Conference on Learning Representations (ICLR), 2016. [PDF] [Code]

Convolutional Neural Networks with Low-Rank Regularization

C. Tai, T. Xiao, Y. Zhang, X. Wang, and W. E

arXiv:1511.06067, 2015. [PDF]

Window-Object Relationship Guided Representation Learning for Generic Object Detections

Xingyu Zeng, Wanli Ouyang, and Xiaogang Wang

arXiv:1512.02736. [PDF]

Sparsifying Neural Network Connections for Face Recognition

Y. Sun, X. Wang, and X. Tang

arXiv:1512.01891. [PDF]

Multi-task Recurrent Neural Network for Immediacy Prediction

X. Chu, W. Ouyang, W. Yang, and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF]

Learning Deep Representation with Large-scale Attributes

W. Ouyang, H. Li, X. Zeng, and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF] [Project webpage]

Deep Learning Strong Parts for Pedestrian Detection

Y. Tian, P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF]

Deep Learning Face Attributes in the Wild

Z. Liu, P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF][Dataset]

Visual Tracking with Fully Convolutional Networks

L. Wang, W. Ouyang, X. Wang, and H. Lu

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF] [Project webpage]

Pedestrian Travel Time Estimation in Crowded Scenes

S. Yi, H. Li, and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF]

DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2015. [PDF]

W. Ouyang, X. Wang, X. Zeng, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, C. Loy, X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF][Project webpage]

Deeply learned face representations are sparse, selective, and robust

Y. Sun, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF]

Deeply Learned Attributes for Crowded Scene Understanding

J. Shao, K. Kang, C. C. Loy, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF][Project webpage]

Understanding Pedestrian Behaviors from Stationary Crowd Groups

S. Yi, H. Li, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF] [Demo Video] [Dataset]

Saliency Detection by Multi-Context Deep Learning

R. Zhao, W. Ouyang, H. Li, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF][code] [supplementary material]

Learning from Massive Noisy Labeled Data for Image Classification

T. Xiao, T. Xia, Y. Yang, C. Huang, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF]

Pedestrian Detection aided by Deep Learning Semantic Tasks

Y. Tian, P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF]

Cross-scene Crowd via Deep Convolutional Neural Networks

C. Zhang, H. Li, X. Wang, and X. Yang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2015. [PDF][Project Webpage]

Partial Occlusion Handling in Pedestrian Detection with a Deep Model

W. Ouyang, X. Zeng, and X. Wang

IEEE Transactions and Circuits and Systems for Video Technology (TCSVT) , DOI: 10.1109/TCSVT.2015.2501940, 2015. [PDF]

Single-Pedestrian Detection Aided by 2-Pedestrian Detection

W. Ouyang, X. Zeng, and X. Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 37, 1875-1889, 2015. [PDF]

2014

Highly Efficient Forward and Backward Propagation of Convolutional Neural Networks for Pixelwise Classification

H. Li, R. Zhao, and X. Wang

Technical Report, arXiv:1412.4526, 2014. [PDF]

Deeply learned face representations are sparse, selective, and robust

Y. Sun, X. Wang, and X. Tang

Technical Report, arXiv:1412.1265, 2014. [PDF]

Deep Learning Face Attributes in the Wild

Z. Liu, P. Luo, X. Wang, and X. Tang

Technical Report, arXiv:1411.7766, 2014. [PDF]

DeepID-Net: Multi-Stage and Deformable Deep Convolutional Neural Networks for Object Detection

W. Ouyang, P. Luo, X. Zeng, S. Qiu, Y. Tian, H. Li, S. Yang, Z. Wang, Y. Xiong, C. Qian, Z. Zhu, R. Wang, C. Loy, X. Wang, and X. Tang

Technical Report, arXiv:1409.3505, 2014. [PDF]

Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations

Z. Zhu, P. Luo, X. Wang, and X. Tang

in Proceedings of Neural Information Processing Systems Conference (NIPS) 2014. [PDF]

Deep Learning Face Representation by Joint Identification-Verification

Y. Sun, Y. Chen, X. Wang, and X. Tang

in Proceedings of Neural Information Processing Systems Conference (NIPS) 2014. [PDF]

Person Re-identification: System Design and Evaluation Overview

X. Wang and R. Zhao

in the book of “Person Re-Identification,” edited by Shaogang Gong, Marco Cristani, Shuicheng Yan, and Chen Change Loy, published by Springer, 2014. [PDF]

Measuring Crowd Collectiveness

B. Zhou, X. Tang, H. Zhang, and X. Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, pp. 1586-1599, 2014. [PDF] [Project Page]

Learning Collective Crowd Behaviors with Dynamic Pedestrian-Agents

B. Zhou, X. Tang and X. Wang

International Journal of Computer Vision (IJCV), DOI 10.1007/s11263-014-0735-3, 2014. [PDF][Project Page]

Lesion Detection and Characterization with Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies

Y. Song, W. Cai, H. Huang, X. Wang, Y. Zhou, M. J. Fulham, and D. D. Feng

IEEE Transactions on Medical Imaging, Vol. 33, pp. 408-421, 2014. [PDF]

Learning Multi-Timescale Shared Representations for Music and Video Fusion

B. Xu, X. Wang, and X. Tang

In Proceedings of ACM Multimedia 2014.

Crowd Tracking with Dynamic Evolution of Group Structures

F. Zhu, X. Wang, and Y. Yu

in Proceedings of European Conference on Computer Vision (ECCV) 2014. [PDF]

Deep Learning of Scene-Specific Classifier for Pedestrian Detection

X. Zeng, W. Ouyang, and X. Wang

in Proceedings of European Conference on Computer Vision (ECCV) 2014. [PDF]

Recover Canonical-View Faces in the Wild with Deep Neural Networks

Z. Zhu, P. Luo, X. Wang, and X. Tang

Technical report, arXiv: 1404.3543 [PDF]

Deep Learning Face Representation by Joint Identification-Verification

Y. Sun, X. Wang, and X. Tang

Technical report, arXiv:1406.4773, 2014. [PDF]

Deep Learning Face Representation from Predicting 10,000 Classes

Y. Sun, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014. [PDF]

Multi-source Deep Learning for Human Pose Estimation

W. Ouyang, X. Chu, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014. [PDF]

DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification

W. Li, R. Zhao, T. Xiao, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014. [PDF]

Learning Mid-level Filters for Person Re-identification

R. Zhao, W. Ouyang and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014. [PDF] [Project Page]

Switchable Deep Network for Pedestrian Detection

P. Luo, Y. Tian, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014. [PDF]

L0 Regularized Stationary Time Estimation for Crowd Group Analysis

S. Yi, X. Wang, C. Lu, and J. Jia

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014 (oral). [PDF] [Presentation] [Presentation File] [Demo Video] [Supplementary Material] [Dataset]

Profiling Stationary Crowd Groups

S. Yi and X. Wang

in Proceedings of IEEE International Conference Multimedia and Expo. (ICME) 2014 (oral). [PDF] [Project Page]

Scene-Independent Group Profiling in Crowd

J. Shao, C. C. Loy, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2014 (oral). [PDF]

MRF Denoising with Compressed Sensing and Adaptive Filtering

Z. Wang, Q. Zhang, J. Yuan, and X. Wang

in Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), 2014. [PDF]

2013

Joint Deep Learning for Pedestrian Detection

W. Ouyang and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF][Project Page]

Multi-Stage Contextual Deep Learning for Pedestrian Detection

Z. Xingyu, W. Ouyang and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF]

Person Re-identification by Salience Matching

R. Zhao, W. Ouyang and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF]

Hybrid Deep Learning for Computing Face Similarities

Y. Sun, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF]

Deep Learning Identity Preserving Face Space

Z. Zhu, P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF]

A Deep Sum-Product Architecture for Robust Facial Attributes Analysis

P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF]

Pedestrian Parsing via Deep Decompositional Neural Network

P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF][Project Page]

Visual Semantic Complex Network for Web Images

S. Qiu, X. Wang, and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2013.[PDF]

Scene-Specific Pedestrian Detection for Static Video Surveillance

X. Wang, M. Wang, and W. Li

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, pp.361-374, 2014. [PDF]

Web Image Re-ranking Using Query-Specific Semantic Signatures

X. Wang, S. Qiu, K. Liu, and X. Tang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, pp. 810-823, 2014. [PDF]

Two-dimensional Maximum Local Variation based on Image Euclidean Distance for Face

Q. Gao, F. Gao, H. Zhang, X. Hao, and X. Wang

IEEE Transactions on Image Processing (TIP), 2013. [PDF]

Agglomerative Clustering via Maximum Incremental Path Integral

W.Zhang, D. Zhao, and X. Wang

Pattern Recognition (PR) 2013. [PDF]

Content-Based Photo Quality Assessment

X. Tang, W. Luo and X. Wang

IEEE Transactions on Multimedia (TMM), Vol. 15, pp. 1930-1943, 2013. [PDF]

Counting Vehicles from Semantic Regions

R. Zhao, and X. Wang

IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 14, pp. 1016-1022, 2013.[PDF]

Learning Semantic Signatures for 3D Object Retrieval

B. Gong, J. Liu, X. Wang, and X. Tang

IEEE Transactions on Multimedia, Vol. 15, pp. 369-377, 2013. [PDF]

Intelligent Multi-Camera Video Surveillance: A Review

Xiaogang Wang

Pattern Recognition Letters, Vol. 34, pp. 3-19, 2013.[PDF]

Image Transformation based on Learning Dictionaries across Image Spaces

K. Jia, X. Wang, and X. Tang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 35, pp. 367-380, 2013.[PDF]

Dimensionality Reduction with Generalized Linear Models

M. Chen, W. Li, W. Zhang and X. Wang

in Proceedings of Int’l Joint Conferences on Artificial Intelligence (IJCAI), 2013.[PDF]

Single-Pedestrian Detection aided by Multi-pedestrian Detection

W. Ouyang and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2013.[PDF]

Modeling Mutual Visibility Relationship with a Deep Model in Pedestrian Detection

W. Ouyang, X. Zeng and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2013. [PDF]

Unsupervised Salience Learning for Person Re-identification

R. Zhao, W. Ouyang and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2013. [PDF]

Locally Aligned Feature Transforms across Views

W. Li and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2013.[PDF]

Deep Convolutional Network Cascade for Facial Point Detection

Y. Sun, X. Wang and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2013.[PDF][Project Page]

Similarity Guided Feature Labeling for Lesion Detection

Y. Song, W. Cai, H. Huang, X. Wang, S. Eberl, M. Fulham, and D. Feng

in Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2013. [PDF]

Multifold Bayesian Kernelization in Alzheimer’s Diagnosis

S. Liu, Y. Song, W. Cai, S. Pujol, R. Kikinis, X. Wang, and D. Feng

in Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2013. [PDF]

2012

IntentSearch:Capturing User Intention for One-Click Internet Image Search

X. Tang, K. Liu, J. Cui, F. Wen, and X. Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, pp. 1342-1353, 2012. [PDF]

Human Reidentification with Transferred Metric Learning

W. Li, R. Zhao, and X. Wang

in Proceedings of Asian Conference on Computer Vision (ACCV),2012.[PDF]

Coherent Filtering: Detecting Coherent Motions from Crowd Clutters

B. Zhou, X. Tanng and X. Wang

in Proceedings of European Conference on Computer Vision (ECCV) 2012.[PDF]

Graph Degree Linkage: Agglomerative Clustering on a Directed Graph

W. Zhang, X. Wang, D. Zhao, and X. Tang

in Proceedings of European Conference on Computer Vision (ECCV) 2012.[PDF]

Understanding Collective Crowd Behaviors: Learning a Mixture Model of Dynamic Pedestrian-Agents

B. Zhou, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2012. [PDF]

A Discriminative Deep Model for Pedestrian Detection with Occlusion Handling

W. Ouyang and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2012. [PDF]

Transferring a Generic Pedestrian Detector Towards Specific Scenes

M. Wang, W. Li and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2012. [PDF]

Hierarchical Face Parsing via Deep Learning

P. Luo, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2012. [PDF]

Synthesizing Oil Painting Surface Geometry from a Single Photograph

W. Luo, Z. Lu, X. Wang, Y. Xu, M. Ben-Ezra, X. Tang, M. S. Brown

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2012. [PDF]

Bridging Music and Image: A Preliminary Study with Multiple Ranking CCA Learning

X. Wu, Y. Qiao, X. Wang and X. Tang

in Proceedings of ACM Multimedia, 2012. [PDF]

Joint Semantic Segmentation by Searching for Compatible-Competitive References

P. Luo, X. Wang, L. Liang, and X. Tang

in Proceedings of ACM Multimedia, 2012. [PDF]

2011

3D Object Retrieval with Semantic Attributes

B. Gong, J. Liu, X. Wang, and X. Tang

in Proceedings of ACM Multimedia, 2011. [PDF]

Action Recognition Using Topic Models

X. Wang

in the book of "Looking at People: The past, the present and the future," edited by T. B. Moeslund, V. Kruger,and L. Sigal, published by Springer, 2011. [PDF]

Semantic Object Segmentation

X. Wang

in the book of “Video Segmentation and Its Applications”, edited by King N. Ngan and Hongliang Li, published by Springer, 2011. [PDF]

Face Identification

X. Wang

Encyclopedia of Computer Vision, 2011.

Trajectory Analysis and Semantic Region Modeling Using Nonparametric Bayesian Models

X. Wang, K. T. Ma, G. Ng, and E. Grimson

International Journal of Computer Vision (IJCV), Vol. 96, pp. 287-321, 2011.[PDF]

Free-Form Fibers: A Whole Brain Fiber-to-DTI Registration Mixture Model

C. Li, X. He, V. Mok, W. Chu, J. Yuan, Y. Sun, and X. Wang

in Proceedings of Workshop on Computational Diffusion MRI, 2011.[PDF]

Content-Based Photo Quality Assessment

W. Luo, X. Wang and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2011. [PDF]

Optical Flow Estimation Using Learned Sparse Model

K. Jia, X. Wang and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) 2011.[PDF]

Automatic Adaption of a Generic Pedestrian Detector to a Specific Traffic Scene

M. Wang and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2011. [PDF]

Coupled Information-Theoretic Encoding for Face Photo-Sketch Recognition

W. Zhang, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2011. [PDF]

Random Field Topic Model for Semantic Region Analysis in Crowded Scenes from Tracklets

B. Zhou, X. Wang, and X. Tang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2011.[PDF]

Joint Face Alignment with a Generic Deformable Face Model

C. Zhao, W.K. Cham, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2011. [PDF]

Tractography Segmentation Using a Hierarchical Dirichlet Processes Mixture Model

X. Wang, E. Grimson and C.-F. Westin

NeuroImage, Vol. 54, pp. 290-302, 2011. [PDF]

Background Subtraction via Robust Dictionary Learning

C. Zhao, X. Wang and W.K. Cham

EURASIP Journal on Image and Video Processing, 2011. [PDF]

2010

Correspondence‐Free Activity Analysis and Scene Modeling in Multiple Camera Views

X. Wang, K. Tieu, and E. Grimson

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 32, pp. 56-71, 2010. [PDF]

Lighting and Pose Robust Face Sketch Synthesis

W. Zhang, X. Wang, and X. Tang

in Proceedings of European Conference on Computer Vision (ECCV) 2010. [PDF]

2009

Learning Motion Patterns Using Hierarchical Bayesian Models

X. Wang

PhD Thesis. [PDF]

Face Photo‐Sketch Synthesis and Recognition

X. Wang and X. Tang

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, pp. 1955-1967, 2009. [PDF]

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]

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]

Unsupervised Activity Perception in Crowded and Complicated Scenes Using Hierarchical Bayesian Models

X. Wang, X. Ma, and E. Grimson

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 3, pp. 539-555, 2009. [PDF]

2008

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]

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.

2007

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]

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]

A more detailed description of this work is available in MIT-CSAIL-TR-2006-027, CSAIL, MIT, April 2006. http://dspace.mit.edu/handle/1721.1/32536.

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]

Spatial Latent Dirichlet Allocation

X. Wang and E. Grimson

in Proceedings of Neural Information Processing Systems Conference (NIPS) 2007. [PDF]

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]

2006

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]

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.

2005

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]

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]

2004

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]

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]

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]

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]

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]

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]

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]

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]

2003

Unified Subspace Analysis for Face Recognition

X. Wang and X. Tang

in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2003. [PDF]

Face Sketch Synthesis and Recognition

X. Tang and X. Wang

in Proceedings of IEEE International Conference on Computer Vision (ICCV) , 2003. [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]

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]

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]

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]

2002

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]