1. Variational methods in image processing Optical Flow Week 9
Advanced Course
Variational methods in image processing Optical Flow Week 9
Guy Gilboa

2. Optical Flow Improved with HOG-based image descriptors
Brox, T., Bruhn, A., Papenberg, N., & Weickert, J. (2004). High accuracy optical flow estimation based on a theory for warping. In Computer Vision-ECCV 2004(pp ). Springer Berlin Heidelberg.
Brox, Thomas, and Jitendra Malik. "Large displacement optical flow: descriptor matching in variational motion estimation." Pattern Analysis and Machine Intelligence, IEEE Transactions on 33.3 (2011):

3. Stereo
PDE formulation (with anisotropic diffusion smoothing), very similar to optical flow solutions:
H. Zimmer, A. Bruhn, L. Valgaerts, M. Breuß, J. Weickert, B. Rosenhahn, H.-P. Seidel: PDE-based anisotropic disparity-driven stereo vision. Vision, Modeling, and Visualization 2008.

4. Image Registration Multimodal non-rigid registration:
- reference, target, deformation
For the multimodal problem a level-set / edge-based matching energy is used.
CT, MR, Registered MR,
Droske, Marc, and Martin Rumpf. "A variational approach to nonrigid morphological image registration." SIAM Journal on Applied Mathematics 64.2 (2004):

5. From T. Brox web-page

6. cont