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