Schedule and Syllabus
Unless otherwise specified the lectures are Sunday 14:15 to 16:00 in Ziskind 1. (map)
This is the syllabus for the Fall 2019 iteration of the course. The syllabus for the Fall 2018, Fall 2017 and Fall 2016 iterations of this course are still available.
| Event | Date | Description | Course Materials | References |
|---|---|---|---|---|
| Lecture 1 | Nov 4, 2018 | Michal Introduction to Computer Vision Fourier (1/2) |
Intro to Vision (slides) Fourier Transform 1 (slides) |
[3] |
| Lecture 2 | Nov 11, 2018 | Michal Fourier (2/2) |
Fourier Transform 2 (slides) | [3] [7] |
| Lecture 3 | Nov 18, 2018 | Ronen Geometry (1/4) |
Geometry 1 (slides) | [4] [5] [6] |
| No Class | Nov 25, 2018 | The Computer Vision Day | ||
| No Class | Dec 2, 2018 | Hanukkah | ||
| Lecture 4 | Dec 9, 2018 | Ronen Geometry (2/4) |
Geometry 2 (slides) | [4] [5] [6] |
| Lecture 5 | Dec 16, 2018 | Michal Motion & Video (1/2) |
Motion & Video 1 (slides) | |
| Lecture 6 | Dec 23, 2018 | Michal Motion & Video (2/2) |
Motion & Video 2 (slides) | |
| Lecture 7 | Dec 30, 2018 | Ronen Geometry (3/4) |
Geometry 3 (slides) | [4] [5] [6] |
| Lecture 8 | Jan 6, 2019 | Shai Deep Learning (1/3) |
Deep Learning 1 (slides) | [8] |
| Lecture 9 | Jan 13, 2019 | Ronen Geometry (4/4) |
Geometry 4 (slides) | [4] [5] [6] |
| Lecture 10 | Jan 20, 2019 | Shai Deep Learning (2/3) |
Deep Learning 2 (slides) | [8] |
| Lecture 11 | Jan 27, 2019 | Shai Deep Learning (3/3) |
Deep Learning 3 (slides) | [8] |
| Lecture 12 | Feb 3, 2019 | Shimon Recognition |
Recognition (slides) |
Bibliography
1. Emanuele Trucco, Alessandro Verri. Introductory Techniques for 3-D Computer Vision. Prentice Hall, 1998. ISBN: 0132611082. (location in library)
2. D. A. Forsyth, J. Ponce. Computer Vision a Modern Approach. Prentice Hall, 2003.
3. Rafael C. Gonzalez, R.E.Woods, Ralph C. Gonzalez. Digital Image Processing. Addison-Wesley, 1992 .
4. R. Hartley, A.Zisserman., Multiple View Geometry - Tutorial. CVPR (1999).
5. R. Hartley, A.Zisserman. Multiple View Geometry in Computer Vision. Cambridge University Press, 2000. (some parts of this book are available online)
6. R. Szeliski, Computer Vision: Algorithms and Applications. (this book draft is currently available online)
7. P. Burt, and E. H. Adelson, The Pyramid as a Compact Image Code. IEEE Transactions on Communication, COM-31:532-540 (1983).
8. I. Goodfellow, Y. Bengio and A. Courville, Deep Learning. MIT Press, 2016.