Number of hours
- Lectures 20.0
- Tutorials 4.0
- Laboratory works 12.0
ECTS
ECTS 3.0
Goal(s)
This course covers the fundamentals of image processing operations including preprocessing.
Contact Pierre-Yves COULON
Content(s)
- Image formation
- Human visual system
- Mathematical modeling (Fourier)
- Sampling
- Histogram modification
- Filtering
- Image restoration (Wiener)
- Edge detection
- Mathematical morphology
- Thresholding, EM algorithm
- Colorimetry
- Sensor
- Practical work 1 : Filtering and edge detection
- Practical work 2 : Correlation and mathematical morphology
- Practical work 3 : Case study
Prerequisites
Fundamentals in signal processing
Test
DS = Examination (2h, Notes and documents authorized)
CC = Reports on practical work sessions
N1 = 30%BE + 70%DS1
N2 = 30%BE + 70%DS2
Bibliography
M. Kunt, G. Granlund, M. Kocher, " Traitement numérique des images", PPUR, Lausanne, 1993.