Master’s Thesis

My Master’s thesis

  • Learning and Evaluating Markov Random Fields for Natural Images (PDF)

is the result of research carried out under the supervision of Stefan Roth at the Interactive Graphics Systems Group, Department of Computer Science, TU Darmstadt.

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