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Tentative list of topics that will be explored:

  1. Image formation
  2. Geometric primitives and transformations
  3. Photometric image formation
  4. The digital camera
  5. Image processing
  6. Linear filtering
  7. Image pyramids
  8. Feature detection and matching
  9. Feature detectors
  10. Feature descriptors
  11. Feature matching
  12. Feature-based alignment
  13. 2D alignment
  14. 3D alignment
  15. Image stitching
  16. Motion models
  17. Global alignment
  18. Compositing
  19. Dense motion estimation
  20. Parametric motion
  21. Layered motion
  22. Optical flow
  23. Structure from motion
  24. Triangulation
  25. Two-frame structure from motion
  26. Multi-frame structure from motion (factorization)
  27. Non-rigid structure from motion

 

Selected topics out of:

  1. Stereo correspondence
  2. Epipolar geometry
  3. Sparse and dense correspondence
  4. Multi-view stereo
  5. 3D reconstruction
  6. Shape from shading
  7. Shape from texture
  8. Shape from focus
  9. Segmentation (if time permits)
  10. Split and merge
  11. Mean-shift
  12. Normalized cuts
  13. Graph-cuts
  14. Active contours