Advanced Image Processing

This course provides in-depth study of advanced methods and research topics of current interest in image processing and analysis. The course covers nonlinear scale space and anisotropic diffusion, differential invariant structures, image registration including deformable registration (snakes, level sets) and atlas building, shape representations and the theory of shape spaces, level set segmentation, statistical shape analysis, and Markov random fields