| LEC # | TOPICS | KEY DATES |
|---|---|---|
| 1 | Introduction, Tutorial on PCA | |
| 2 | Eigenfaces | |
| 3 | Active Appearance Models | |
| 4 | Tutorial on EM | |
| 5 | Learning Flexible Sprites in Video Layers | |
| 6 | LLE and other Manifold Learning Methods | |
| 7 | EM Segmentation | |
| 8 | Tutorial on Calculus of Variations | |
| 9 | Mumford-Shah | Proposals due |
| 10 | Snakes | |
| 11 | Geodesic Active Contours | |
| 12 | Shape Based Curve Evolution | |
| 13 | Tutorial on Clustering | |
| 14 | Spectral Clustering | |
| 15 | Normalized Cuts | |
| 16 | Graph Cuts for Energy Minimization | |
| 17 | Belief Propagation | |
| 18 | SIFT | |
| 19 | Constellation Model | |
| 20 | Shape Context | |
| 21 | Local Descriptors | |
| 22 | Object Recognition | |
| 23 | Finite Element Models | Final papers due |
| 24 | Non-rigid Registration using B-splines | |
| 25 | Belief Propagation in Image Analysis | |
| 26 | Doing Photogrammetry Right | Paper reviews due |
Calendar
Course Info
Instructor
Departments
As Taught In
Spring
2005
Level
Course Info
Instructor
Departments
As Taught In
Spring
2005
Level
Learning Resource Types
notes
Lecture Notes
grading
Projects with Examples