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.

Study Programmes

Postgraduate doctoral study programme

Literature

Milan Sonka, Vaclav Hlavac, Roger Boyle (2014.), Image Processing, Analysis, and Machine Vision, Cengage Learning
Robert M. Haralick, Linda G. Shapiro (1992.), Computer and robot vision, Addison Wesley Publishing Company
E. R. Davies (2012.), Computer and Machine Vision, Academic Press

General

ID 154716
  Summer semester
6 ECTS
L2 English Level