homepage: | http://www.cs.cornell.edu/~rdz/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
Description
My research interests lie in computer vision and in medical imaging. I have worked on a variety of problems in early vision, including motion and stereo; many of these problems can be solved very accurately using algorithms based on graph cuts (see the graph cuts home page for details, and the MRF comparison project for experimental results). Recently I have spent much of my time developing a new freshman course (CS100R) that uses robot vision to teach basic CS; the course was profiled in a Cornell Chronicle article.I served as a Program Chair for CVPR 2007 (the primary North American vision conference), and for the International Workshop on Computer Vision 2008 and 2010 (a small workshop for senior vision researchers). Since January 2009 I have served as Editor-in-Chief of the IEEE Transactions on Pattern Analysis and Machine Intelligence, generally viewed as the top journal in computer vision (see this recent press release by IEEE). In 2013 I will be a General Chair for CVPR.
My work with the Radiology department has focused on the problem of MR image reconstruction. More technical information is available from the CS Medical Imaging group page.
I have also investigated a number of applications of computer vision, including new methods for content-based access to databases of images, and have developed some simple computer vision techniques to automate program debugging at Microsoft.
Lectures:
lecture Diverse M-Best Solutions in Markov Random Fields as chairman at 12th European Conference on Computer Vision (ECCV), Firenze 2012, together with: Dhruv Batra, Laurent Itti (chairman), 6766 views |
lecture Filter-based Mean-Field Inference for Random Fields with Higher Order Terms and Product Label-Spaces as chairman at 12th European Conference on Computer Vision (ECCV), Firenze 2012, together with: Vibhav Vineet, Laurent Itti (chairman), 5298 views |
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lecture Continuous Markov Random Fields for Robust Stereo Estimation as chairman at 12th European Conference on Computer Vision (ECCV), Firenze 2012, together with: Koichiro Yamaguchi, Laurent Itti (chairman), 5273 views |
demonstration video Poster Spotlights as author at 23rd IEEE Conference on Computer Vision and Pattern Recognition 2010 - San Francisco, together with: Hyung Il Koo, Varun Gulshan, Xiaofeng Ren, Lopamudra Mukherjee, Brian L. Price, Dhruv Batra, Christian Reinbacher, Yong Jae Lee, Minsu Cho, Tae Hoon Kim, Pawan Kumar Mudigonda, Deepak Roy Chittajallu, João Carreira, Alexander Vezhnevets, Noha El-Zehiry, Fabio Galasso, Hengameh Mirzaalian, Xavier Boix Bosch, 5502 views |
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lecture Generic Cuts: An Efficient Algorithm for Optimal Inference in Higher Order MRF-MAP as chairman at 12th European Conference on Computer Vision (ECCV), Firenze 2012, together with: Chetan Arora, Laurent Itti (chairman), 4202 views |
lecture Good Regions to Deblur as chairman at 12th European Conference on Computer Vision (ECCV), Firenze 2012, together with: Zhe Hu, Laurent Itti (chairman), 4132 views |
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lecture Patch Complexity, Finite Pixel Correlations and Optimal Denoising as chairman at 12th European Conference on Computer Vision (ECCV), Firenze 2012, together with: Anat Levin, Laurent Itti (chairman), 4038 views |