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MIT CSAIL6.819/6.869: Advances in Computer Vision |
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Fall 2016 |
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This schedule is preliminary and subject to change as the term evolves.
| Lecture | Date | Topic | Course Materials | Assignments |
| Week 1 | ||||
| 1 | Thu 9/8/2016 | Intro and a simple vision system | slides pdf lecture notes |
pset 1 out code |
| Week 2 | ||||
| 2 | Tue 9/13/2016 | Filters I | slides pdf lecture notes |
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| Wed 9/14/2016 | MATLAB Tutorial (2pm, 32-D463) | code | ||
| 3 | Thu 9/15/2016 | Filters II | slides pdf lecture notes |
pset 1 due pset 2 out |
| Thu 9/15/2016 | MATLAB Tutorial (5pm, 32-G882) | code | ||
| Week 3 | ||||
| 4 | Tue 9/20/2016 | Motion filters. Spatial pyramids | slides pdf lecture notes |
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| 5 | Thu 9/22/2016 | Color and constancy | pdf lecture notes |
pset 2 due pset 3 out hints code |
| Week 4 | ||||
| 6 | Tue 9/27/2016 | Learned feedforward visual processing | slides pdf additional notes from DeepLearningBook.com |
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| 7 | Thu 9/29/2016 | Learned feedforward visual processing | slides pdf | pset 3 due pset 4 out |
| Week 5 | ||||
| Mon 10/3/2016 | Torch Tutorial (4:30pm, 32-D463) | Code | ||
| 8 | Tue 10/4/2016 | Learned feedforward visual processing Image statistics I |
slides-1 pdf-1 slides-2 pdf-2 |
|
| Tue 10/4/2016 | TensorFlow Tutorial (5pm, 32-D463) | Code | ||
| Wed 10/5/2016 | Torch Tutorial (5pm, 34-303) | |||
| 9 | Thu 10/6/2016 | Image statistics II | slides pdf | pset 4 due pset 5 out |
| 8 | Thu 10/6/2016 | TensorFlow Tutorial (6pm, 34-302) | Code | |
| Week 6 | ||||
| 10 | Thu 10/13/2016 | Image statistics III | slides pdf lecture notes |
Week 7 |
| 11 | Tue 10/18/2016 | Image formation, cameras, lenses and calibration | slides pdf | |
| 12 | Thu 10/20/2016 | Homogeneous coordinates. Stereo. Multiview geometry | slides pdf | pset 5 due pset 6 out |
| Week 8 | ||||
| 13 | Tue 10/25/2016 | Image features | slides pdf | |
| 14 | Thu 10/27/2016 | Homographies, RANSAC and panoramas | slides pdf | |
| Week 9 | ||||
| 15 | Tue 11/1/2016 | Edges and segmentation | slides pdf | |
| 16 | Thu 11/3/2016 | Textures | slides pdf | pset 6 due pset 7 out code |
| Week 10 | ||||
| 17 | Tue 11/8/2016 | Motion: discrete | ||
| 18 | Thu 11/10/2016 | Graphical models and belief propagation | lecture notes | pset 7 due pset 8 out |
| Week 11 | ||||
| 19 | Tue 11/15/2016 | Introduction to High-Level Vision | slides pdf | |
| 20 | Thu 11/17/2016 | Object recognition | slides pdf | |
| Week 12 | ||||
| Mon 11/21/2016 | MiniPlaces Tutorial | slides 32-G449,4pm-5pm | ||
| 21 | Tue 11/22/2016 | Object recognition | slides pdf | pset 8 due |
| Week 13 | ||||
| 22 | Tue 11/29/2016 | Object recognition | slides/pdf | |
| 23 | Thu 12/1/2016 | Object recognition | slides pdf | |
| Week 14 | ||||
| 24 | Tue 12/6/2016 | Object recognition | ||
| 25 | Thu 12/8/2016 | Motion Estimation | slides pdf | |