SEDS 536
Image Understanding
This course covers the image processing techniques and approaches for image content analysis. The course content includes memory representation of images, image processing techniques, keypoint extraction and description, image matching and fundamentals of camera geometry.
| Week | Topics |
|---|---|
| 1 | Introduction |
| 2 | Image Representation |
| 3 | Basic Image Processing |
| 4 | Advanced Image Processing |
| 5 | Keypoint Detection and Matching |
| 6 | Planar Projective Geometry |
| 7 | 3D Projective Geometry |
| 8 | Basic Camera Geometry |
| 9 | Epipolar Geometry |
| 10 | Optimization Techniques |
| 11 | Multiview Geometry |
| 12 | Dense Image Features |
| 13 | Object Category Detection |
| 14 | Object Category Detection |
