Course Schedule Spring 2024
Python based exercises with teaching assistants 8-10. Lectures 10-12. The lectures are a combination of lectures and quizzes. The lectures will be streamed and recorded and made available on DTUs video streaming platform
Panopto.
For the exercises, we are in the group-exercise rooms 096-099 and 108a+b. They are on the first floor of building 306, through the doors opposite the main stair case.
The lectures take place in building 306 auditorium 33.
You can see the presentation slides and recorded lectures from the last semester. They will be updated during the semester and the new one will be available before the relevant lecture.
Updates to the schedule can happen.
| # |
Date |
Topic |
Video |
Material |
Exercise |
| 1 |
30/1 |
Introduction to image analysis (Rasmus)
Introduction to Principal Component Analysis (PCA) (Rasmus) |
Stream
Recordings Fall 2023
Recordings Spring 2023 |
MIA 1, 2, app. A. PCA Note (except Section VI (SVD) and App. A) |
1 |
| 2 |
6/2 |
Cameras, lenses, image compression, image storage and change detection in videos (Rasmus) |
Stream
Recordings Fall 2023 |
MIA 2, 3 + CDV Note |
1 + 1b |
| 3 |
13/2 |
Pixelwise operations, Colour images.
PCA Analysis on images (Rasmus)
|
Stream
Recordings Fall 2023 |
MIA 4, 8
Eigenfaces article (only sections marked with yellow) |
2 + 2b |
| 4 |
20/2 |
Neighborhood Processing (Filtering) and Morphology (Tim) |
Stream
Recordings Fall 2023 |
MIA 5, 6 |
3 +
8 |
| 5 |
27/2 |
Blob analysis and object classification (Rasmus) |
Stream
Recordings Fall 2023 |
MIA 7 |
4 + 4b |
| 6 |
5/3 |
Pixel classification and advanced classification (Tim) |
Stream
Recordings Fall 2023 |
MIA 9 + LDA note on Learn |
5 |
| 7 |
12/3 |
Industry presentations
Radiobotics
Dalux
Videometer
IHfood
JLIVision
FOSS Analytics
TrackMan
|
|
none |
Exercise catch-up |
| 8 |
19/3 |
Geometric transformations and landmark based registration (Tim) |
Stream
Recordings Fall 2023 |
MIA 10, 11 |
6 |
| 9 |
2/4 |
Boundary Tracing (Hough Transformation and
Dynamic Programming) (Tim) |
Stream
Recordings Fall 2023 |
MIA 12 |
6b |
| 10 |
9/4 |
Advanced registration (Tim) |
Stream
Recordings Fall 2023 |
Notes on DTU Learn |
7 |
| 11 |
16/4 |
Real time face detection using the Viola Jones method (Rasmus) |
Stream
Recorded lecture from Spring 2023 |
Rapid Object Detection using a Boosted Cascade of Simple Features |
9 |
| 12 |
23/4 |
Advanced topics (Claes Nøhr Ladefoged) |
Stream |
none |
Exercise catchup |
| 13 |
30/4 |
Statistical models of shape and appearance and active shape models (Rasmus) |
Stream
Recordings Fall 2023 |
Statistical Models of Appearance for Computer Vision (p. 12 - 20 and p. 29 - 43) |
Digital test exam and exercise catch-up |
Book (MIA): Rasmus R. Paulsen og Thomas B. Moeslund.
Introduction to Medical Image Analysis. Springer Nature.
Note (CDV): Thomas B. Moeslund and Rasmus R. Paulsen.
Change Detection in Videos. (2022).