| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 1/10 | General Introduction to Computer Vision |
Week 1 Tuesday | Syllabus | ||
| 1/12 | Visual Learning and Recognition of 3-D Objects from Appearance |
Week 1 Thursday |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 1/17 | Eigenfaces vs. Fisherfaces | Week 2 Tuesday | |||
| 1/19 | PCA, FDA, and OCA |
Week 2 Thursday Week 2 Thursday OCA |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 1/24 | PCA, FDA, and OCA (Continued) |
Week 3 Tuesday | |||
| 1/26 | PCA, FDA, and OCA (Continued) |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 1/31 | Two-stage LDA via QR | The paper is available Here | |||
| 2/2 | KPCA |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 2/7 | Nonlinear dimension reduction | Week 5 Tuesday | |||
| 2/9 | Multilinear analysis | Week 5 Thursday |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 2/14 | Multilinear analysis (Continued) |
Week 6 Tuesday | |||
| 2/16 | Morphable 3D faces |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 2/21 | Texture Ensemble Gibbs Sampler |
Week 7 Tuesday | |||
| 2/23 | Learning Kernel Fuinctions |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 2/28 | Learning Kernel Fuinctions (Continued) SAMME Algorithm |
||||
| 3/2 |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 3/21 | Gradient-based Learning | Week 11 Tuesday | |||
| 3/23 | Gradient-based Learning (Continued) |
Week 11 Thursday |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 3/28 | Statistical Models and Conceptualization of Visual Patterns |
Week 12 Tuesday | |||
| 3/30 | Statistical Models and Conceptualization of Visual Patterns (Continued) |
Week 12 Thursday |
| Date | Topics | Lecture Notes | Handout | Papers | Assignments |
|---|---|---|---|---|---|
| 4/4 | Image segmentation by DDMCMC | Week 13 Tuesday | |||
| 4/6 | Image segmentation by DDMCMC (Continued) |
Week 13 Thursday |
Last modified on January 5, 2006