Selected publications

People and Human Activity Recognition

Bottom-up Recognition and Parsing of the Human Body: Praveen Srinivasan, Jianbo Shi,; IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007; an extension with image feature learning appeared in; The Sixth International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2007
Detecting Unusual Activity in Video: Hua Zhong, Jianbo Shi and Mirko Visontai; IEEE Computer Society Conference on Computer Vision and Pattern Recognition(CVPR), 2004
Multiple Frame Motion Inference Using Belief Propagation: Jiang Gao and Jianbo Shi; The 6th International conference on Automatic Face and Gesture Recognition, 2004
Silhouette-based Human Identification from Body Shape and Gait: Robert Collins, Ralph Gross, Jianbo Shi; The 5th International conference on Automatic Face and Gesture Recognition, May 2002
Where to go with Face Recognition: Ralph Gross, Jianbo Shi, Jeff Cohn; Third Workshop on Empirical Evaluation Methods in Computer Vision, Kauai, Hawaii, December 11-13, 2001
The CMU Motion of Body (MoBo) Database: Ralph Gross and Jianbo Shi; CMU-RI-TR-01-08, Robotics Institute, Carnegie Mellon University
Object Detection Combining Recognition and Segmentation: Liming Wang, Jianbo Shi, Gang Song, I-Fan Shen,; Eigth Asian Conference on Computer Vision (ACCV), 2007
Untangling Cycles for Contour Grouping: Qihui Zhu, Gang Song, Jianbo Shi,; IEEE International Conference on Computer Vision (ICCV), 2007
Image Matching via Saliency Region Correspondences: Alexander Toshev, Jianbo Shi, and Kostas Daniilidis; IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007
Recognizing Objects by Piecing Together the Segmentation Puzzle: Timothee Cour and Jianbo Shi; IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007
Learning Spectral Graph Segmentation: Timothee Cour, Jianbo Shi, Nicolas Gogin,; IEEE International Conference on Artificial Intelligence and Statistics (AISTAT) 2005.
Object-Specific Figure-Ground Segregation: Stella X. Yu and Jianbo Shi; IEEE Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin, USA, 16-22 June 2003
Concurrent Object Segmentation and Recognition with Graph Partitioning: Stella X. Yu and Ralph Gross and Jianbo Shi; Neural Information Processing Systems, NIPS, 2002
Recognition using Boosted Discriminants: S. Mahamud , M. Hebert , and Jianbo Shi; IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Kauai, Hawaii, December 11-13, 2001
Solving Markov Random Fields with Spectral Relaxation: Timothee Cour and Jianbo Shi,; IEEE International Conference on Artificial Intelligence and Statistics (AISTAT), 2007
Balanced Graph Matching: Timothee Cour, Praveen Srinivasan, and Jianbo Shi,; Neural Information Processing Systems (NIPS), 2006
Spectral Segmentation with Multi-Scale Graph Decomposition: Timothee Cour, Florence Benezit, Jianbo Shi,; IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2005.
Learning Spectral Graph Segmentation: Timothee Cour, Jianbo Shi, Nicolas Gogin,; IEEE International Conference on Artificial Intelligence and Statistics (AISTAT) 2005.
Seeing Through Water: Alexei Efros, Volken Isler, Jianbo Shi, Mirko Visontai,; Neural Information Processing Systems (NIPS), 2004
Shape from Shading: Recognizing mountains through a Global View: Qihui Zhu and Jianbo Shi,; IEEE Conference on Computer Vision and Pattern Recognition (CVPR) June 2006
Segmentation Given Partial Grouping Constraints: Stella X. Yu and Jianbo Shi; IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(2):173-83, 2004
Grouping with Bias: Stella X. Yu and Jianbo Shi; Neural Information Processing Systems (NIPS'01), Vancouver, BC, December 3-5, 2001
Multiclass Spectral Clustering: Stella X. Yu and Jianbo Shi; International Conference on Computer Vision, Nice, France, 11-17 Oct 2003
Learning Segmentation with Random Walk: Marina Maila and Jianbo Shi; Neural Information Processing Systems, NIPS, 2001
A Random Walks View of Spectral Segmentation: Marina Maila and Jianbo Shi; AI and STATISTICS 2001(AISTATS) 2001
Understanding Popout through Repulsion: Stella X. Yu and Jianbo Shi; IEEE Conf. On Computer Vision and Pattern Recognition (CVPR), Kauai, Hawaii, December 11-13, 2001
Segmentation with Directed Relationships: Stella X. Yu and Jianbo Shi; Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition(EMMCVPR'01 ), INRIASophia-Antipolis, France, September 3 - 5, 2001
Segmentation with Pairwise Attraction and Repulsion: Stella X. Yu and Jianbo Shi; International Conference on Computer Vision(ICCV), 2001
Contour and Texture Analysis for Image Segmentation: Jitendra Malik Serge Belongie Thomas Leung and Jianbo Shi; International Journal of Computer Vision 2001
Textons, Contours and Regions: Cue Integration in Image Segmentation: Jitendra Malik Serge Belongie Thomas Leung and Jianbo Shi; Int. Conf. Computer Vision, Sept 1999(ICCV), Corfu, Greece, 1999
Normalized Cuts and Image Segmentation: Jianbo Shi and Jitendra Malik; IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI) 2000
Normalized Cuts and Image Segmentation: Jianbo Shi and Jitendra Malik; IEEE Conf. Computer Vision and Pattern Recognition(CVPR), June 1997, Puerto Rico
Self Inducing Relational Distance and its Application to Image Segmentation: Jianbo Shi and Jitendra Malik; In Fifth European Conference on Computer Vision(ECCV), June 1998

Motion Analysis

"Motion Segmentation and Tracking Using Normalized Cuts": Jianbo Shi and Jitendra Malik; International Conference on Computer Vision(ICCV), January 1998, Bombay, India; Abstract, paper(509K).

"Image Deformations Are Better Than Optical Flow.": Carlo Tomasi and Jianbo Shi; Mathematical and Computer Modelling Journal, Elsevier Science, 24(5/6), PP 165-175, 1996.
A preliminary version appears as
Direction of Heading From Image Deformations. IEEE Conf. Computer Vision and Pattern Recognition, June 1993, pp.422-427. Paper

"Good Features to Track": Jianbo Shi and Carlo Tomasi; IEEE Conf. Computer Vision and Pattern Recognition, June 1994, pp. 593-600. Paper

Medical

Comparing Classification Performance of Feature Ensemble: Detecting Prostate Cancer from High Resolution MRI

Anant Madabhushi, Jianbo Shi, Mark Rosen, John Tomaszeweski, Michael Feldman,

Computer Vision Approaches to Medical Image Analysis Workshop, ECCV 2006

Graph Embedding for Improving Supervised Classification & Novel Class Detection: Prostate Cancer

Anant Madabhushi, Jianbo Shi, M. Rosen, M. Feldman and J. Tomaszweski,

International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Oct.2006

Selected publications

People and Human Activity Recognition

Object Recognition and Segmentation

Graph Optimization for Computer Vision

Shape from Shading

Image Segmentation and Normalized Cuts

Motion Analysis

Medical