Image processing I
MICRO-511
Media
This file is part of the content downloaded from Image processing I.
General Information
Course Summary and Goals
This course provides an introduction to image processing, as well as to image-processing software development and prototyping. Our goals are to
- provide the mathematical foundations and the practical techniques for the manipulation of images,
- introduce image-processing software development in Python and also JavaScript,
- show you applications to real-world examples in industrial vision and biomedical imaging.
The objectives of the course will be assessed as follows:
- 70% final exam;
- 30% IP labs: Lab 0 (1%) + Lab 1 (9%) + Lab 2 (10%) + Lab 3 (10%).
Forums
- Forum guidelines - to read before you post (Page)
- Announcements (Forum)
- Forum - Exercises (Forum)
- Forum - Labs (Forum)
Schedule
| Date |
Lectures |
Exercises |
Labs |
|---|---|---|---|
| 11.09 |
Chapter 0 | - | Lab 0 release |
| 18.09 | Chapter 1a | Exercise 1 | Lab 0 help session |
| 25.09 | Chapter 1b |
Exercise 2 | Lab 1 release |
| 02.10 | - | - | Lab 1 help session |
| 09.10 | Chapter 2 |
Exercise 3 |
- |
| 16.10 | Chapter 3a |
Exercise 4 |
- |
| 30.10 | Chapter 3b |
Exercise 5 |
- |
| 06.11 | Chapter 3c |
Mock midterm |
Lab 2 release |
| 13.11 | - | Lab 2 help session | Lab 2 help session |
| 20.11 | Chapter 4 |
Exercise 6 |
- |
| 27.11 | Chapter 5a |
Exercise 7 |
- |
| 04.12 | Chapter 5b |
Exercise 8 |
- |
| 11.12 | Chapter 6 |
Exercise 9 |
Lab 3 release |
| 18.12 |
- |
- |
Lab 3 help session |
Lectures:
- Thursdays, 10h15 - 12h00 at CM 1 3
Exercise sessions:
- Thursdays after the lectures, 12h00 - 12h45 at CM 1 3
Lab help sessions:
- lab 0: 12h00 - 12h45 at CM 1 3
- lab 1 - 3: 10h00 - 12h00 at CM 1 3
Course Material
- IP1 Glossary (File)
- IP1 Appendix (File)
- IP Lab Information 2025/26 (File)
- IP1 - Chapter 0 (File)
- IP1 - Chapter 1 (Unser) (File)
- IP1 - Chapter 2 (VDV) (File)
- IP1 - Chapter 3 (VDV) (File)
- IP1 - Chapter 4 (VDV) (File)
- IP1 - Chapter 5 : Image Processing Tasks (MU) (File)
- IP1 - Chapter 6 : CNNs (MU) (File)
Exercises
Exercises are released on Mondays and solutions are published on Fridays.
- Exercise 1 (File)
- Exercise 1 - solution (File)
- Exercise 2 (File)
- Exercise 2 - solution (File)
- Exercise 3 (File)
- Exercise 3 - solution (File)
- Exercise 4 (File)
- Exercise 4 - solution (File)
- Exercise 5 (File)
- Exercise 5 - solution (File)
- Mock Midterm (File)
- Mock Midterm - solution (File)
- Exercise 6 (File)
- Exercise 6 - solution (File)
- Exercise 7 (File)
- Exercise 7 - solution (File)
- Exercise 8 (File)
- Exercise 8 - solution (File)
- Exercise 9 (File)
- Exercise 9 - solution (File)
IP Labs
- The IP labs are in the form of Jupyter notebooks that are supposed to be solved on Noto, the JupyterHub of EPFL.
- The finished labs should first be downloaded locally and then submitted here on Moodle in the correct format.
- The submission deadline is 11 days after the release, on Monday at 23:59.
Click on the link below to access the labs:
Important: please read the Guidelines for IP Labs for detailed information!