Graph Cuts Home Page

Cornell Researchers

Ashish Raj (Radiology)
Eva Tardos (Computer Science)
Ramin Zabih (Computer Science & Radiology)

Collaborators Endre Boros (Rutgers, Operations Research)
Students & Alumni
Alumni
Yuri Boykov
Junhwan Kim
Vladimir Kolmogorov
Gurmeet Singh
Olga Veksler
Jie Zhu


Selected Papers Medical imaging
Bayesian Parallel Imaging with Edge-Preserving Priors. (Raj, Singh, Zabih et al, MRM '07)

A Maximum Likelihood Approach to Parallel Imaging with Sensitivity Noise. (Raj, Zabih and Wang, TMI '07)
Automatic Segmentation of Contrast-Enhanced Image Sequences. (Kim and Zabih, ICCV '03)

Clustering
Spatially Coherent Clustering with Graph Cuts (Zabih and Kolmogorov, CVPR '04)

Energy Minimization
What Energy Functions can be Minimized via Graph Cuts? (Kolmogorov and Zabih, ECCV '02/PAMI '04)

Recognition
Spatially Coherent Matching and Bayesian Recognition
(Boykov and Huttenlocher, CVPR '99)

Stereo and Motion
Visual Correspondence using Energy Minimization and Mutual Information (Kim, Kolmogorov and Zabih, ICCV '03)
Fast Approximate Energy Minimization via Graph Cuts (Boykov, Veksler and Zabih, PAMI '01)
Computing Visual Correspondence with Occlusions using Graph Cuts
(Kolmogorov and Zabih, ICCV '01)

Markov Random Fields with Efficient Approximations
(Boykov, Veksler and Zabih, CVPR '98)

Multi-camera stereo
Generalized Multi-Camera Scene Reconstruction via Graph Cuts (Kolmogorov, Zabih and Gortler, EMMCVPR '03)
Multi-Camera Scene Reconstruction via Graph Cuts (Kolmogorov and Zabih, ICCV '03)


Talks Tutorial at EUSIPCO '08 (Komodakis and Zabih)

Meetings International Workshop on Computer Vision, 2008


Sponsors National Science Foundation Grant IIS-0803705 (PI: Zabih)
National Institutes of Health Grant 1P41RR023953 (PI: Weiner, subcontractors: Raj, Zabih); Grant 1R21EB008138 (PI: Raj)