Scolarité Masters Mathématiques
- Djamila TISGOUINE
- bureau D203
- 01 49 40 44 58
Programs | M2 mathematics for data sciences MACS program of Sup'Galiée |
Semester | 2 |
Bloc | Problems and techniques adapted to some data types |
Teaching staff | Lecture and TA sessions : John Chaussard, Jacques Liandrat et Jiaping Wang |
Credits | 3 ECTS |
Teaching hours | 15h of lecture + 15h of TA |
Validation scheme | Continuous examination+final exam |
Images are rich and large data sets, scientifi methods for their analysis and for extraction of informations are very different to the one used for time signals. Image processing has developped a lot and occupies now a special role in data analysis. Among the numerous domains of which image processing forms a staple, one can mention medical imaging (MRI image analysis, CT-scans, etc.), computer vision and its numerous applications to artificial intelligence, microscopic imaging in biotechnologies, anaysis of shapes and textures in industrial control, etc. The aim of this series of lectures is to introduce to image processing, the main aim being to familiarize students with fundamental methods and techniques for image processing filtering, detection, restauration, modelisation, segmentation, etc.
Techincal points that will addressed are the following ones: