Selected Publications

Human Recognition, Activity Inference

" Summarizing Human Activity in Video "
Z. Hua , and J. Shi
submitted to CVPR 2003
" Inferring Human Upper Body Motion "
J. Gao , and J. Shi
submitted to CVPR 2003 Paper
" Silhouette-based Human Identification from Body Shape and Gait "
R. Collins , R. Gross , and J. Shi
5th International Conference on Automatic Face and Gesture Recognition, May 2002, paper
"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. paper

Learning, Grouping and Recognition

"Concurrent Object Recognition and Segmentation with Graph Partitioning"
S. Yu , R. Gross , and J. Shi
Neural Information Processing Systems, December 2002 paper
"Object 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. paper
"Learning Segmentation with Random Walk"
Marina Maila and Jianbo Shi
Neural Information Processing Systems(NIPS,) 2001.  paper
"A Random Walks View of Spectral Segmentation "
Marina Maila and Jianbo Shi
AI and STATISTICS 2001(AISTATS) 2001.  paper

Image Segmentation and Grouping

"Understanding Popout through Repulsion "
Stella Yu and Jianbo Shi
IEEE Conf. On Computer Vision and Pattern Recognition (CVPR), Kauai, Hawaii, December 11-13, 2001. paper
" Grouping with Bias "
Stella Yu and Jianbo Shi
Conference on Neural Information Processing Systems (NIPS'01), Vancouver, BC, December 3-5, 2001 paper
"Segmentation with Directed Relationships "
Stella 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.   paper
"Segmentation with Pairwise Attraction and Repulsion"
Stella Yu and Jianbo Shi
International Conference on Computer Vision(ICCV), 2001.  paper
"Contour and Texture Analysis for Image Segmentation"
Jitendra Malik Serge Belongie Thomas Leung and Jianbo Shi  
International Journal of Computer Vision 2001.  paper(0.8M) .
             A preliminary version appeared as
         "Textons, Contours and Regions: Cue Integration in Image Segmentation"
Int. Conf. Computer Vision, Sept 1999(ICCV), Corfu, Greece
abstract, paper (gzip ps 334K), paper (PDF 2.65M)
"Normalized Cuts and Image Segmentation"
Jianbo Shi and Jitendra Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI) 2000.  paper(0.9M) .
   A prelimiary version appeared in 
IEEE Conf. Computer Vision and Pattern Recognition(CVPR), June 1997, Puerto Rico
abstract , paper(276K) , web site
 
"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. Abstract, paper(1.17M) .

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