My Master’s thesis
- Learning and Evaluating Markov Random Fields for Natural Images (PDF)
Parts of this work have been published at CVPR 2010:
Uwe Schmidt, Qi Gao, and Stefan Roth. A Generative Perspective on MRFs in Low-Level Vision. In Proc. of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, California, June 2010.
Oral presentation. — PDF, supplemental material, video of the talk, MATLAB code