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MIT CSAIL6.819/6.869: Advances in Computer Vision |
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Fall 2014 |
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This schedule is preliminary and subject to change as the term evolves.
| Lecture | Date | Topic | Lecturer | Course Materials | Assignments |
| Week 1 | |||||
| 1 | Thu Sep 4 | Intro and a simple vision system |
Antonio | AB, chapter 1 slides: ppt, pdf |
pset 1 out |
| R | Thu Sep 4 | Matlab Tutorial Room: 32-D463, Time: 2:30pm to 4pm |
Carl | ||
| Week 2 | |||||
| R | Mon Sep 8 | Matlab Tutorial (for people who could not attend the earlier tutorial) Room: 32-D463 (Star), Time: 7:00pm - 8:30pm |
Andrew | ||
| 2 | Tue Sep 9 | Linear filters | Bill | AB, chapter 2
slides: keynote, pdf |
|
| 3 | Thu Sep 11 | Filters, Quadrature, Pyramids | Bill | AB, chapter 3
slides: keynote, pdf |
pset 1 due pset 2 out |
| Week 3 | |||||
| R | Mon Sep 15 | Filtering tutorial Room: 32-G449, Time: 7:00pm - 8:30pm |
Andrew and Carl | ||
| 4 | Tue Sep 16 | Learned feedforward visual processing | Bill | AB, chapter 4
slides: pdf, keynote |
|
| 5 | Thu Sep 18 | Color and constancy | Bill | AB, chapter 6
slides: pdf, keynote |
pset 2 due pset 3 out |
| Week 4 | |||||
| 6 | Tue Sep 23 | Image statistics I | Antonio | AB, chapter 5 slides: pdf |
|
| 7 | Thu Sep 25 | Image statistics II | Antonio | AB, chapter 5 slides: pdf |
pset 3 due pset 4 out |
| Week 5 | |||||
| 8 | Tue Sep 30 | Graphical models and belief propagation | Bill | AB, chapter 7
slides: pdf |
|
| 9 | Thu Oct 2 | Texture | Bill | AB, chapter 8 slides: pdf |
pset 4 due pset 5 out |
| Week 6 | |||||
| 10 | Tue Oct 7 | Edges and segmentation | Antonio | AB, chapter 9 slides: pdf |
|
| 11 | Thu Oct 9 | Image formation, cameras, lenses and calibration | Bill | AB, chapter 10 slides: pdf |
pset 5 due pset 6 out |
| Week 7 |
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| 12 | Tue Oct 14 | Homogeneous coordinates. Stereo. Multiview geometry | Antonio | AB, chapter 11 slides: pdf |
|
| 13 | Thu Oct 16 |
Shape from X | Antonio | AB, chapter 12 slides: pdf |
pset 6 due survey paper out |
| Week 8 |
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| 14 | Tue Oct 21 |
Image features | Antonio | AB, chapter 12 slides: pdf |
|
| 15 | Thu Oct 23 |
Homographies, RANSAC and panoramas. | Antonio | AB, chapter 14 slides: pdf |
pset 7 out |
| Week 9 |
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| 16 | Tue Oct 28 | Motion: continuous | Ce Liu | slides: pdf | |
| 17 | Thu Oct 30 |
Motion: discrete | Ce Liu | slides: ppt |
survey paper due |
| Fri Oct 31 |
survey reviews out | ||||
| Week 10 |
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| 18 | Tue Nov 4 |
Object recognition I | Antonio | AB, chapter 18 slides: pdf |
|
| 19 | Thu Nov 6 |
Object recognition II | Antonio | AB, chapter 18 slides: pdf |
pset 7 due pset 8 out |
| Fri Nov 7 |
survey reviews due | ||||
| Week 11 |
|||||
| Tue Nov 11 |
NO CLASS - VETERANS DAY | ||||
| 20 | Thu Nov 13 |
Object recognition III | Antonio | AB, chapter 18 slides: pptx |
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| Week 12 |
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| 21 | Tue Nov 18 |
Scene recognition | Antonio | AB, chapter 20 slides: pptx |
|
| 22 | Thu Nov 20 |
Object recognition in context | Antonio | AB, chapter 20 slides: pptx |
pset 8 due pset 9 out |
| Week 13 | |||||
| 23 | Tue Nov 25 |
Recognition | Antonio | AB, chapter 17 |
|
| Thu Nov 27 | NO CLASS (Thanksgiving Vacation) | ||||
| Week 14 | |||||
| 24 | Tue Dec 2 |
Tracking | Bill | AB, chapter 16 |
|
| 25 | Thu Dec 4 |
How to write a paper and give a talk | Bill | slides: pdf |
pset 9 due |
| Week 15 | |||||
| 26 | Tue Dec 9 |
Final project presentations | You | project report due | |
