Xiaogang Wang/Publications

(By topic, By date, By type)

Thesis

Learning Motion Patterns Using Hierarchical Bayesian Models

X. Wang

PhD, 2011. [PDF]

Book Chapters

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]

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]

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.

 

Journals

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

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

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

IEEE Transactions on Pattern Analysis and Machine Intelligence (TAPMI), DOI: 10.1109/ TPAMI.2016.2587642, 2016. [PDF][Project webpage]

 

Pedestrian Behavior Modeling from Stationary Crowds with Applications to Intelligent Surveillance

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

IEEE Transactions on Image Processing (TIP), Vol. 25, pp. 4354 – 4368, 2016. [PDF]

 

Crowded Scene Understanding by Deeply Learned

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

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), DOI: 10.1109/TCSVT.2016.2593647, 2016. [PDF]

 

Exemplar-AMMs: Recognizing Crowd Movements from Pedestrian Trajectories

W. Liu, R. Lau, X. Wang, D. Manocha

IEEE Transactions on Multimedia (TMM), Vol. 18, pp. 2398 - 2406, 2016. [PDF]

 

 Median Robust Extended Local Binary Pattern for Texture Classification

 L. Liu, S. Lao, P. Fieguth, Y. Guo, X. Wang, and M. Peitikainen

IEEE Transactions on Image Processing (TIP), Vol. 25, pp. 1368-1381, 2016. [PDF]

 

L0 Regularized Stationary-time Estimation for Crowd Analysis

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

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 (TPAMI), 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 (TPAMI), DOI: 10.1109/TPAMI.2016.2545669, 2016.. [PDF]

 

Data-Driven Crowd Understanding: A Baseline for a Large-Scale Crowd Dataset

C. Zhang, K. Kang, H. Li, X. Wang, R. Xie, and X. Yang

IEEE Transactions on Multimedia (TMM), DOI: 10.1109/TMM.2016.2542585, 2016. [PDF] [Dataset]

 

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 (TPAMI), 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]

 

Partial Occlusion Handling in Pedestrian Detection with a Deep Model

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

Accepted to 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, pp. 1875-1889, 2015. [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]

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]

 

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]

 

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]

 

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 (PAMI), Vol. 34, pp. 1342-1353, 2012. [PDF]

 

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]

 

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]

 

CorrespondenceFree 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]

 

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, pp. 539-555, 2009. [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]

 

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]

 

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]

 

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 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]

Refereed Conferences

Gated Bi-directional CNN for Object Detection

X. Zeng, W. Ouyang, B. Yang, J. Yan, and X. Wang

European Conference on Computer Vision (ECCV), 2016. [PDF][Project webpage]

 

Learnable Histogram: Statistical Context Features for Deep Neural Networks

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

European Conference on Computer Vision (ECCV), 2016. [PDF]

 

Crossing-line Crowd Counting with Two-phase Deep Neural Networks

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

European Conference on Computer Vision (ECCV), 2016. [PDF]

 

Pedestrian Behavior Understanding and Prediction with Deep Neural Networks

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

European Conference on Computer Vision (ECCV), 2016. [PDF]

 

Fashion Landmark Detection in the Wild

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

European Conference on Computer Vision (ECCV), 2016. [PDF]

 

 Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark

 L. Liu, P. Fieguth, X. Wang, M. Pietikäinen, and D. Hu

 European Conference on Computer Vision (ECCV), 2016. [PDF]

 

Multi-Bias Non-linear Activation in Deep Neural Networks

H. Li, W. Ouyang and X. Wang

in Proceedings of International Conference on Machine Learning (ICML), 2016.

 

Object Detection from Video Tubelets with Convolutional Neural Networks

K. Kang, W. Ouyang, H. Li, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2016. [PDF] [Code]

 

Factors in Finetuning Deep Model for Object Detection with Long-tail Distribution

W. Ouyang, X. Wang, C. Zhang, and X. Yang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2016. [PDF] [Project webpage]

 

End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation

W. Yang, W. Ouyag, H. Li, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2016. [PDF]

 

Structured Feature Learning for Pose Estimation

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

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR), spotlight, 2016. [PDF] [Project webpage]

 

Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification

T, Xiao, W.Ouyang, H, Li, and X. Wang

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2016, oral, 2016. [PDF] [Code]

 

Slicing Convolutional Neural Network for Crowd Video Understanding

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

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR), spotlight, 2016.

 

STCT: Sequentially Training Convolutional Networks for Visual Tracking

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

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2016. [PDF][Code]

 

DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations

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

in Proceedings of IEEE Computer Society Conference on Computer Vision and Patter Recognition (CVPR) 2016. [PDF]

 

Sparsifying Neural Network Connections for Face Recognition

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

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

 

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

 

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] [Project webpage]

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][Dataset]

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]

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

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]

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]

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]

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]

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] [Project Page]

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]

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]

 

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]

 

Human Reidentification with Transferred Metric Learning

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

in Proceedings of Asian Conference on Computer Vision (ACCV) 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]

 

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]

 

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]

 

3D Object Retrieval with Semantic Attributes

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

in Proceedings of ACM Multimedia, 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]

 

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]

 

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.

 

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.

 

CorrespondenceFree MultiCamera 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]

 

Unsupervised Activity Perception by Hierarchical Bayesian Models