Computer Vision

• Deformable object matching and detection
• Shape matching

  Biomedical Image Analysis

• Active Contour based Segmentation

My Advisor

Dr. Xiaolei Huang

Education

Jan. 08 - Present     Ph.D. Student, Computer Science, Lehigh University

Jan. 08 - Jan. 10     M. Sc., Computer Science, Lehigh University

Sept. 06 - Dec.07     Master Student, Pattern Recognition & Intelligent Systems, Shanghai Jiao Tong University

Sept. 02 - Jun. 06    B. Eng., Automation, East China University of Science and Technology

Curriculum Vitae [pdf]

Publications

Journals

[TPAMI'1x] Hongsheng Li, Xiaolei Huang, and Lei He, "Object Matching Using A Locally Affine Invariant and Linear Programming Techniques", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted. [pdf][code (general purpose)][code (CMU House and Hotel)][video1][video2][video3]

[TPAMI'11] Hongsheng Li, Tian Shen and Xiaolei Huang, "Approximately Global Optimization for Robust Alignment of Generalized Shapes", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 33, No. 6, pp.1116-1131, 2011. [pdf]

[TMI'11] Tian Shen, Hongsheng Li, and Xiaolei Huang, "Active Volume Models for Medical Image Segmentation", IEEE Transactions on Medical Imaging (TMI), Vol. 30, No. 3, pp. 774-791, 2011  [pdf]

[CVIU'11] Junzhou Huang, Shaoting Zhang, Hongsheng Li, Dimitris Metaxas, ”Composite Splitting Algorithms for Convex Optimization”, Computer Vision and Image Understanding (CVIU), Vol. 115, No. 12, pp. 1610-1622 [pdf]

[Cytoskeleton'10] Matthew B. Smith*, Hongsheng Li*, Tian Shen*, Xiaolei Huang, Eddy Yusuf, and Dimitrios Vavylonis, " Segmentation and Tracking of Cytoskeletal Filaments using Open Active Contours", *Equal contribution, Cytoskeleton, Vol. 67, No. 11, pp. 693-705, 2010. [pdf][software]

[TSMC'1x] Shaoting Zhang, Junzhou Huang, Hongsheng Li, Dimitris Metaxas, ”Automatic Image Annotation and Retrieval Using Group Sparsity”, IEEE Transactions on Systems, Man, and Cybernetics: Part B (TSMC),  [pdf][code]

Peer-reviewed Conferences

[CVPR'12] Edward Kim, Hongsheng Li, and Xiaolei Huang, "A Hierarchical Image Clustering Cosegmentation Framework", IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR), 2012 [pdf]

[ICCV'11a] Hongsheng Li, Junzhou Huang, Shaoting Zhang, and Xiaolei Huang, "Optimal Object Matching via Convexification and Composition", Int'l Conf. Computer Vision (ICCV), 2011 [pdf][videos 1][videos 2]

[ICCV'11b] Tian Shen, Xiaoleo Huang, Hongsheng Li, Edward Kim, Shaoting Zhang, and Junzhou Huang, "A 3D Laplacian-Driven Parametric Deformable Model", Int'l Conf. Computer Vision (ICCV), 2011 [pdf]

[IPMI'11] Hongsheng Li, Tian Shen, and Xiaolei Huang, "Actin Filament Segmentation Using Dynamic Programming", Int'l Conf. Information Processing in Medical Imaging (IPMI), 2011, [pdf]

[ISBI'11] Ting Xu, Hongsheng Li, Tian Shen, Nikola Ojkic, Dimitrios Vavylonis, and Xiaolei Huang, "Extraction and Analysis of Actin Networks based on Open Active Contour Models", IEEE Int'l Symp. Biomedical Imaging: From Nano to Macro (ISBI), 2011 [pdf]

[MICCAI'10] Hongsheng Li, Tian Shen, Dimitrios Vavylonis, and Xiaolei Huang, "Actin Filament Segmentation Using Spatiotemporal Active-Surface and Active-Contour Models", Int'l Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010, oral presentation [pdf][illustration][result1][result2][result3]

[CVPR'10a] Hongsheng Li, Edward Kim, Xiaolei Huang, and Lei He, "Object Matching with a Locally Affine-Invariant Constraint", IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR), 2010 [pdf][code][video1][video2][video3]

[CVPR'10b] Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li and Dimitris Metaxas, "Automatic Image Annotation Using Group Sparsity", IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR), 2010, oral presentation [pdf]

[MICCAI'09] Hongsheng Li, Tian Shen, Dimitrios Vavylonis, and Xiaolei Huang, "Actin Filament Tracking Based on Particle Filters and Stretching Open Active Contour Models", Int'l Conf. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2009 [pdf]

[MICCAI-HPC'09] Edward Kim, Wei Wang, Hongsheng Li and Xiaolei Huang, "A Parallel Annealing Method For Automatic Color Cervigram Image Segmentation", MICCAI-HPC Workshop, in conjunct with MICCAI'09, 2009 [pdf]

[CVPR'09a] Hongsheng Li, Tian Shen and Xiaolei Huang, "Global Optimization for Alignment of Generalized Shapes", IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR), 2009 [pdf]

[CVPR'09b] Tian Shen, Hongsheng Li and Xiaolei Huang, "Active Volume Models for 3D Medical Image Segmentation",  IEEE Computer Society Conf. Computer Vision and Pattern Recognition (CVPR), 2009 [pdf]

[ISBI'09] Hongsheng Li, Tian Shen, Matthew B. Smith, Ikuko Fujiwara, Dimitrios Vavylonis and Xiaolei Huang, "Automated Actin Filament Segmentation, Tracking, and Tip Elongation Measurements based on Open Active Contour Models", IEEE Int'l Symp. Biomedical Imaging: From Nano to Macro (ISBI), 2009, oral presentation [pdf][code]

Abstracts

Hongsheng Li, Tian Shen, Matthew B. Smith, Ikuko Fujiwara, Dimitrios Vavylonis and Xiaolei Huang, "Automated Actin Filament Length Measurements in TIRFM Images Using Open Active Contours", Biophysics Society 53rd Annual Meeting, 2009

Yulin Song, Hongsheng Li, Boris Mueller, Maria F. Chan, Borys Mychalczak, and Xiaolei Huang, "Registration of 2D DRRs and kV X-ray Images Using a Hybrid Point-Based 3D Approach for Image-Guided Prostate Cancer Treatment", Asian-Pacific Congress of Medical Physics, 2008

Yulin Song, Hongsheng Li, Boris Mueller, Borys Mychalczak, and Xiaolei Huang, "Multi-Leaf Collimator Positioning Veri cation Using an Image Processing-Based Technique for Intensity Modulated Radiation Therapy", Asian-Pacific Congress of Medical Physics, 2008

Reviewer of

IEEE Trans. Medical Imaging (TMI)

IEEE Trans. Image Processing (TIP)

IEEE Trans. Circuits and Systems for Video Technology (TCSVT)

Computer Vision and Image Understanding (CVIU)

Int'l Conf. Computer Vision (ICCV) 2011

IEEE Conf. Computer Vision and Pattern Recognition (CVPR) 2011, 2012

European Conf. Computer Vision (ECCV) 2010

Last Update: 5/18/2012