Informations générales
ECTSECTS
1
Goal(s)
Acquire the knowledge in digital image processing and analysis that are required to address applications in process monitoring and for the management of industrial risks.
Content(s)
* Recalls on the standard image processing chain, from acquisition to analysis
* Recalls on the pre-processing steps
* Hardware issues (linear sensors, CCD matrix, color, spectroscopy...), illumination conditions...
* Analysis and segmentation, classification, pattern recognition
* Quality control and industrial vision: feature extraction, specifications, fault detection
* Towards video processing:
- format, hardware
- processing: movement estimation, change detection
** Labs: monitoring of a process using industrial vision.
Prerequisites :
- Notions de base en traitement du signal et en mathématiques pour l'ingénieur
- cours de bases en traitement d'images numériques
- cours d'analyse statistique et classification
Test
Individual evaluation (1h)
Calendar
S1
Additional Information
8 h CM + 4 h TP + 1 h DS
Bibliography
Traitement et analyse des images numériques
S. Bres, J.M. Jolion, F. Lebourgeois
Hermes (2003)
Digital Image Processing (2nd Edition),
R. Gonzalez & R. Woods,
Prentice Hall (2002)
French State controlled diploma conferring a Master's degree
