The recommended sequence for studying each topic is as follows:
Zoom participation links are on the course home page.
Links to videos, lecture notes, slides used in the videos, and recordings of discussion sessions will show up in the table below as the semester progresses. Protected links to Warpwire libraries with all the recordings are also available as follows:
The slides used in the videos are provided only for convenience below. They are not required reading. Slides should not be used as your main study materials. That is what the class notes and videos are for.
Please see the mechanics page for details about discussions and homework.
There is nothing for you to prepare or any video to watch for the first discussion session, which is on January 21st. However, you may want to get a head start on homework 0, on prerequisites, available on the homework page.
| Week | Topic | Notes | Slides | Videos | Discussion | HW Due |
|---|---|---|---|---|---|---|
| 0 | Course Content and Logistics | — | s_0 | — | d_00_1, d_00_2 | Jan 28 |
| 1 | Correlation, Convolution, Filtering | n_01 | s_01 | v_01 | d_01_1, d_01_2 | Feb 4 |
| 2 | Image Differentiation and Pyramids | n_02 | s_02 | v_02 | d_02_1, d_02_2 | Feb 15 |
| 3 | Numerical Function Optimization | n_03 | s_03 | v_03 | d_03_1, d_03_2 | — |
| 4 | Deep Learning Basics | n_04 | s_04 | v_04 | d_04_1, d_04_2 | Feb 25 |
| 5 | Backprop, Networks for Recognition | n_05 | s_05 | v_05 | d_05_1, d_05_2 | Mar 4 |
| 6 | Linear Algebra Refresher | n_06 | s_06 | v_06 | d_06_1, d_06_2 | Mar 18 |
| March 11: Midterm Exam on topics 1-5 (not 6), synchronous, your section time |
| 7 | Image Motion and Window Tracking | n_07 | s_07 | v_07 | d_07_1, d_07_2 | Mar 25 |
| 8 | Networks for Flow and Segmentation | n_08 | s_08 | v_08 | d_08_1, d_08_2 | — |
| 9 | Rigid Transformations, Pinhole Camera | n_09 | s_09 | v_09 | d_09_1, d_09_2 | Apr 8 |
| 10 | Epipolar Geometry, 8-Point Algorithm | n_10 | s_10 | v_10 | d_10_1, d_10_2 | — |
| 11 | Real Cameras and their Calibration | n_11 | s_11 | v_11 | d_11_1, d_11_2 | Apr 22 |
| 12 | Closing Thoughts | — | s_12 | — | d_12_1, d_12_2 | — |
COMPSCI 527, Duke University, Site based on the fluid 960 grid system