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MIT CSAIL6.819/6.869: Advances in Computer Vision |
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Fall 2017 |
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This schedule is preliminary and subject to change as the term evolves.
| Lecture | Date | Topic | Instructor | Course Materials | Assignments |
| Week 1 | |||||
| 1 | Thu 9/7/2017 | Intro and a simple vision system | Antonio | admin_slides admin_pdf slides pdf class_notes |
pset 1 out code |
| Week 2 | |||||
| 2 | Tue 9/12/2017 | Filters I | Bill | slides pdf class_notes |
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| Wed 9/13/2017 | MATLAB Tutorial (11am 32-D507) | Zhoutong | code | ||
| 3 | Thu 9/14/2017 | Filters II | Bill | slides pdf |
pset 1 due pset 2 out code |
| Thu 9/14/2017 | MATLAB Tutorial (3pm, 32-D507) | Jiajun | code | ||
| Week 3 | |||||
| 4 | Tue 9/19/2017 | Motion filters. Spatial pyramids | Bill | slides pdf paper |
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| 5 | Thu 9/21/2017 | Color and constancy | Bill | pdf class_notes |
pset 2 due pset 3 out code |
| Week 4 | |||||
| 6 | Tue 9/26/2017 | Learned feedforward visual processing | Antonio | slides pdf |
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| 7 | Thu 9/28/2017 | Learned feedforward visual processing | Antonio | slides pdf |
pset 3 due pset 4 out files |
| Fri 9/29/2017 | MiniPlaces Challenge out (in teams of 2; worth 2 psets; due 11/21) | ||||
| Week 5 | |||||
| 8 | Tue 10/3/2017 | Learned feedforward visual processing | Antonio | slides pdf |
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| Tue 10/3/2017 | TensorFlow Tutorial (5pm, 3-270) | Hunter | code | ||
| 9 | Thu 10/5/2017 | Image statistics I | Bill | slides pdf |
pset 4 due |
| Thu 10/5/2017 | TensorFlow Tutorial (2pm, 3-270) | Jimmy | code | ||
| Thu 10/5/2017 | PyTorch Tutorial (4pm, 4-370) | Xiuming | 60-Minute Blitz | ||
| Thu 10/5/2017 | PyTorch Tutorial (6pm, 4-270) | Daniel | 60-Minute Blitz | ||
| Week 6 | |||||
| 10 | Thu 10/12/2017 | Image statistics II | Bill | pdf reading material |
pset 5 out data |
Week 7 |
| 11 | Tue 10/17/2017 | Image formation, cameras, lenses and calibration | Bill | ||
| 12 | Thu 10/19/2017 | Homogeneous coordinates. Stereo. Multiview geometry | Bill | pset 5 due pset 6 out |
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| Week 8 | |||||
| 13 | Tue 10/24/2017 | Image features | Tali Dekel (Google) | ||
| 14 | Thu 10/26/2017 | Homographies, RANSAC and panoramas | Tali Dekel (Google) | ||
| Week 9 | |||||
| 15 | Tue 10/31/2017 | Edges and segmentation | Antonio | pdf slides | |
| 16 | Thu 11/2/2017 | Textures | Antonio | pdf slides | pset 6 due pset 7 out code |
| Week 10 | |||||
| 17 | Tue 11/7/2017 | Graphical models and belief propagation I | Bill | class_notes (no slides; will use chalkboard) | |
| 18 | Thu 11/9/2017 | Graphical models and belief propagation II | Bill | pset 8 out code |
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| Fri 11/10/2017 | pset 7 due | ||||
| Week 11 | |||||
| 19 | Tue 11/14/2017 | Introduction to High-Level Vision | Antonio | slides pdf | |
| 20 | Thu 11/16/2017 | Object recognition | Antonio | ||
| Fri 11/17/2017 | pset 8 due | ||||
| Week 12 | |||||
| 21 | Tue 11/21/2017 | Object recognition | Antonio | slides pdf | MiniPlaces Challenge due |
| Week 13 | |||||
| 22 | Tue 11/28/2017 | Object recognition | Antonio | slides pdf | |
| 23 | Thu 11/30/2017 | Action recognition | Bolei Zhou (MIT) | slides pdf | |
| Week 14 | |||||
| 24 | Tue 12/5/2017 | Motion Estimation 1 | Ce Liu (Google) | slides pdf | |
| 25 | Thu 12/7/2017 | Motion Estimation 2 | Ce Liu (Google) | ||
| Thu 12/7/2017 1-4pm 37-212 |
Student presentation slot 1 | ||||
| Fri 12/8/2017 10am-1pm 2-131 |
Student presentation slot 2 | ||||
| Week 15 | |||||
| Mon 12/11/2017 2-5pm 4-370 |
Student presentation slot 3 | ||||
| Tue 12/12/2017 9:30-11am 34-101 |
Student presentation slot (backup) | ||||
| Tue 12/12/2017 1-4pm 3-133 |
Student presentation slot 4 | ||||