Homepage of Xiang Bai

E-mail:   xiang.bai@gmail.com    xbai@hust.edu.cn

Postdoctoral Student Recruitment

I am looking for talented and highly motivated applicants with a strong background in Computer Vision. The candidate must have a PhD in computer vision related areas, and a proven track record in research and publications. You can learn about me from the information below. If you are intersted in this position,please contact with me.

Address

1037 Luoyu Road, N1 Hall D425, HUST, Wuhan, Hubei Province 43007

Education

2005 - 2009 PhD in Communications and Information Engineering,
MC Lab, Dept. of Electronics and Information Engineering, Huazhong Univerisity of Science and Technology (HUST), P.R. China

Research Interest

Shape Analysis, Object Detection and Recognition

Research Experience

Oct. 2007 - Oct. 2008, Joint PhD student, Lab of LONI, University of California, Los Angeles (UCLA), Supervised by Dr Zhuowen Tu

Jan. 2006 - May 2007, visiting student, Dept. of CIS, Temple University, Philadelphia, Supervised by Dr Longin Jan Latecki

Selected Publications

Journal Article

Rotation-invariant Features for Multi-oriented Text Detection in Natural Images [PDF]
Cong Yao, Xin Zhang, Xiang Bai, Wenyu Liu, Yi Ma, Zhuowen Tu;
Plus One 2013, Incomplete version.

Distance Transform-based Skeleton Extraction and Its Applications in Sensor Networks
Wenping Liu, Hongbo Jiang, Xiang Bai, Guang Tan, Chonggang Wang, Wenyu Liu, and Kechao Cai;
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2013.

Shape clustering: Common structure discovery [PDF]
Wei Shen, Yan Wang, Xiang Bai, Hongyuan Wang, Longin Jan Latecki;
Pattern Recognition 46 (2013) 539–550

Skeleton pruning as trade-off between skeleton simplicity and reconstruction error [PDF][Code]
Wei Shen, Xiang Bai, Xingwei Yang, Longin Jan Latecki;
SCIENCE CHINA, April 2013, Vol. 56, No: 1–18

Co-Transduction for Shape Retrieval [PDF]
Xiang Bai, Bo Wang, Cong Yao, Wenyu Liu, and Zhuowen Tu;
IEEE Transactions on Image Processing (TIP), 2012, accepted for publication

Shape Matching and Classification Using Height Functions [PDF][Code]
Junwei Wang, Xiang Bai, Xinge You, Wenyu Liu, and Longin Jan Latecki;
Pattern Recognition Letters (PRL), 2012, 33(2): 134-143

Skeleton Growing and Pruning with Bending Potential Ratio [PDF]
Wei Shen, Xiang Bai, Rong Hu, Hongyuan Wang, and Longin Jan Latecki;
Pattern Recogntion (PR), 2011, 44(2): 196-209

Learning Context-Sensitive Shape Similarity by Graph Transduction [PDF]
Xiang Bai, Xingwei Yang, Longin Jan Latecki, Wenyu Liu, and Zhuowen Tu;
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2010, 32(5): 861-874

Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation [PDF]
Zhuowen Tu and Xiang Bai;
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2010, 32(10): 1744-1757

Skeleton-Based Shape Classification Using Path Similarity [PDF]
Xiang Bai, Xingwei Yang, De-Guang Yu, and Longin Jan Latecki;
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 2008, 22(4): 733-746

Detection and Recognition of Contour Parts Based on Shape Similarity [PDF]
Xiang Bai, Xingwei Yang, and Longin Jan Latecki;
Pattern Recognition (PR), 2008, 41(7): 2189-2199

Path Similarity Skeleton Graph Matching [PDF]
Xiang Bai and Longin Jan Latecki;
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2008, 30(7): 1282-1292

Skeleton Pruning by Contour Partitioning with Discrete Curve Evolution [PDF]
Xiang Bai, Longin Jan Latecki, and WenYu Liu;
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2007, 29(3): 449-462

Connectivity-Based Skeleton Extraction in Wireless Sensor Networks [PDF]
Hongbo Jiang, Wenping Liu, Dan Wang, Chen Tian, Xiang Bai, Xue Liu, Ying Wu, and Wenyu Liu;
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2010, 21(5): 710-721

Conference Paper

Max-Margin Multiple-Instance Dictionary Learning
Xinggang Wang, Baoyuan Wang, Xiang Bai, Wenyu Liu, Zhuowen Tu;
International Conference on Machine Learning(ICML), 2013

Fusion with Diffusion for Robust Visual Tracking [PDF]
Yu Zhou, Xiang Bai, Wenyu Liu, and Longin Jan Latecki;
The Neural Information Processing Systems (NIPS), 2012

One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery [PDF]
Xinggang Wang, Zhengdong Zhang, Yi Ma, Xiang Bai, Wenyu Liu, and Zhuowen Tu;
The 11th Asian Conference on Computer Vision, November 5 - 9, 2012

Fan Shape Model for Object Detection [PDF]
Xinggang Wang, Xiang Bai, Tianyang Ma, Wenyu Liu, and Longin Jan Latecki;
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, June 16 - 21, 2012

Detecting Texts of Arbitrary Orientations in Natural Images [PDF]
Cong Yao, Xiang Bai, Wenyu Liu, Yi Ma, and Zhuowen Tu;
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, June 16 - 21, 2012

Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning [PDF]
Xinggang Wang, Xiang Bai, Xingwei Yang, Wenyu Liu, and Longin Jan Latecki;
Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS), Granada, Spain, December 2011

Image Labeling by Multiple Segmentation [PDF]
Quan Zhou, Canxiang Yan, Yingying Zhu, Xiang Bai, and Wenyu Liu;
IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, September 2011

Feature Context for Image Classification and Object Detection [PDF]
Xinggang Wang, Xiang Bai, Wenyu Liu, and Longin Jan Latecki;
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, Colorado, USA, June 2011

Shape Classification Using Tree-Unions [PDF]
Bo Wang, Wei Shen, Wen-Yu Liu, Xin-Ge You, and Xiang Bai;
IEEE International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, August 2010

Object Recognition Using Junctions [PDF]
Bo Wang, Xiang Bai, Xinggang Wang, Wenyu Liu, and Zhuowen Tu;
European Conference on Computer Vision (ECCV), Crete, Greece, September 2010

Co-Transduction for Shape Retrieval [PDF]
Xiang Bai, Bo Wang, Xinggang Wang, Wenyu Liu, and Zhuowen Tu;
European Conference on Computer Vision (ECCV), Crete, Greece, September 2010

CASE: Connectivity-based Skeleton Extraction in Wireless Sensor Networks [PDF]
Hongbo Jiang, Wenping Liu, Dan Wang, Chen Tian, Xiang Bai, Xue Liu, Ying Wu, and Wenyu Liu;
Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Rio de Janeiro, Brazil, April 2009

Shape Band: A Deformable Object Detection Approach [PDF]
Xiang Bai, Quannan Li, Longin Jan Latecki, Wenyu Liu, and Zhuowen Tu;
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Miami, Florida, USA, June 2009

Active Skeleton for Non-rigid Object Detection [PDF]
Xiang Bai, Xinggang Wang, Longin Jan Latecki, Wenyu Liu, and Zhuowen Tu;
IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, September-October 2009

Integrating Contour and Skeleton for Shape Classification [PDF]
Xiang Bai, Wenyu Liu, and Zhuowen Tu;
Workshop on NORDIA (in conjunction with ICCV2009), Kyoto, Japan, September-October 2009

Skeleton Graph Matching Based on Critical Points Using Path Similarity [PDF]
Yao Xu, Bo Wang, Wenyu Liu, and Xiang Bai;
Asian Conference on Computer Vision (ACCV), Xi'an, China, September 2009

Skeletonization of Gray-Scale Images from Incomplete Boundaries [PDF]
Quannan Li, Xiang Bai, and Wenyu Liu;
IEEE International Conference on Image Processing (ICIP), San Diego, California, USA, October 2008

Multiscale Random Fields with Application to Contour Grouping [PDF]
Longin Jan Latecki, ChengEn Lu, Marc Sobel, and Xiang Bai;
The Twenty-Second Annual Conference on Neural Information Processing Syestems (NIPS), Vancouver, British Columbia, Canada,

Improving Shape Retrieval by Learning Graph Transduction [PDF]
Xingwei Yang, Xiang Bai, Longin Jan Latecki, and Zhuowen Tu;
European Conference on Computer Vision (ECCV), Marseille, France, October 2008

Skeletonization Using SSM of the Distance Transform [PDF]
Longin Jan Latecki, Quan-nan Li, Xiang Bai, and Wen-yu Liu;
IEEE International Conference on Image Processing (ICIP), San Antonio, Texas, USA, September 2007

Discrete Skeleton Evolution [PDF]
Xiang Bai and Longin Jan Latecki;
International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Ezhou, Hubei, China, August 2007

Shape Classification Based on Skeleton Path Similarity [PDF]
Xingwei Yang, Xiang Bai, Deguang Yu, and Longin Jan Latecki;
International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Ezhou, Hubei, China, August 2007

Visual Curvature [PDF]
Hairong Liu, Longin Jan Latecki, Wenyu Liu, and Xiang Bai;
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, Minnesota, USA, June 2007

Skeleton Pruning by Contour Partitioning [PDF]
Xiang Bai, Longin Jan Latecki, and Wenyu Liu;
The 13th International Conference on Discrete Geometry for Computer Imagery (DGCI), Szeged, Hungary, 2006

Personal Photo

Longin and I in his office (2007, Temple U)

Longin and I in his office (2007, Temple U)

Zhuowen and I in his office (2008, UCLA)

Zhuowen and I in his office (2008, UCLA)

Prof. Zhi-Hua Zhou, I, Zhijun (2007, Nanjing Univ.)

Prof. Zhi-Hua Zhou, I, Zhijun (2007, Nanjing Univ.)

Giorgio, Xingwei and I (2007, Temple U)

Giorgio, Xingwei and I (2007, Temple U)

PhD defense (2009, HUST)

PhD defense (2009, HUST)

Sven and I (2009, ICCV)

Sven and I (2009, ICCV)

My Students and I

My Students And I

 

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