Vision par ordinateur - KAIE9M22

Goal(s)

This course covers the basics of digital image processing, from acquisition to representation, coding and use of the image for a given application.

Content(s)

• Defining a digital image: knowing how to acquire, define resolution and the number of grey levels or colours. Understanding the different colour spaces. Fourier representation of a digital image.
• 2D linear digital filtering: Processing digital images to enhance and restore an image.
• Non-linear image filtering: Order filters, morphological filters.
• Region and contour segmentation: Extracting information from an image (shapes, measurements, decisions, etc.)
• Texture analysis.
• Video: understanding the detection and estimation of object movement in a sequence of images.
• Compression: reducing the amount of information needed to read images and videos properly