Digital Image Analysis

Course Description

Analysis of two-dimensional and three-dimensional images. Image feature extraction. Texture features. Principal component analysis. Edge detection. Gradient and compass operators. Boundary extraction. Image segmentation. Hough transform. Clustering algorithms. Texture description and analysis. Mathematical morphology. Shape description and analysis. Boundary and region representation. Image registration. Neural networks. Expert systems. Motion detection. Optical flow. Applications.

Grading System

6 ECTS