 | |
| ELEN0016-1 | Digital Image Processing
 |
|
| Duration : | 30h Th, 30h Pr |
|
| Credits/ECTS : |
| Master in Biomedical Engineering, in-depth approach, 2nd year | | First semester | | 5 |
|
| Master in Electrical Engineering, in-depth approach, 2nd year | | First semester | | 5 |
|
| Master in Computer Engineering, in-depth approach, 2nd year | | First semester | | 5 |
|
| Master in Computer science, Research Focus, 1st year | | First semester | | 6 |
|
| Master in Computer Science, Professional Focus (Management), 1st year | | First semester | | 6 |
|
| Master in Computer science | | Toute l'année | | 6 |
|
|
|
| Holder(s) : | Marc Van Droogenbroeck |
|
| Language : | French language |
|
| Course contents : | Contents: introduction, unitary transforms, linear filtering and deconvolution, mathematical morphology, non-linear filtering, features extraction and border detection, texture, enhancement and restoration, shape analysis, image segmentation, industrial applications, motion detection |
|
| Course objective : | This course introduces to the major techniques used in image processing. Theoretical and practical aspects of image processing are discussed in details, with a focus on industrial applications. |
|
| Prerequisites : |
- The student shall have passed a course on advanced programming.
- The student shall be familiar with signal processing concepts.
|
|
| Workshops : | Apart from the theoretical course, there are :
- exercises with the assistant
- computer simulations.
- a large project (which is compulsory) consisting in a software implementation of image processing techniques applied to a real situations
|
|
| Organization : | This course takes place during the first semester. It includes a lecture on theory and training session per week.
The project must be delivered by the end of the first semester. |
|
| Written notes : | A full paper version of the lecture notes is available and can be bought at the AEES. It is also possible to download the slides (shown during the course) on the web site :
http://www.ulg.ac.be/telecom/teaching/notes/ (http://www.ulg.ac.be/telecom/teaching/notes/" target="_blank)
An up-to-date HTML version of the lecture notes is also available on this web site. |
|
| Assessment : | Written exam which is compulsory except if the project has been rated with a note superior or equal to 10/20.
Homework (compulsory).
This work must imperatively be given during the penultimate week of course of the first semester.
Methods of examination:
The exam is composed of theoritical questions and exercises. This is an open-book exam. |
|
| Contacts : | Teacher : M. Van Droogenbroeck (04/366 26 93)
Secretary : C. De Baets (04/ 366 26 91)
Assistant : V. Pierlot(vpierlot@ulg.ac.be (04/366 27 93)) |
|
| Remarks : | For any practical informations (course timetables, notes (HTML version), slides, evaluation details), follow http://www.ulg.ac.be/telecom |
|
|
|
| Items online : |
|
| Traitement numérique d'images |
| Notes de cours complètes sous la forme de pages Web. |
|
|
