18-zo-2080-vl Advances in Digital Signal Processing: Imaging and Image Processing

Instructors: Dr.-Ing. Christian Debes; M.Sc. Ann-Kathrin Seifert; M.Sc. Adrian Sosic

Event type: Lecture

Org-unit: Dept. 18 - Electrical Engineering and Information Technology

Displayed in timetable as: VL Adv. in DSP

Subject:

Crediting for:

Hours per week: 2

Language of instruction: Englisch

Min. | Max. participants: - | -

Course Contents:

1. Basics
   


• Detection, Estimation and Classification
  


2. Imaging
   


• Radar Signal Processing
  
• Array Signal Processing
  
• Image formation
  
• Applications of Imaging
  


3. Image Processing
   


• Random fields
  
• Image segmentation
  
• Image reconstruction
  
• Image classification
  


4. Project work
   

Literature:

• Mark Richards, Principles of Modern Radar: Basic Principles. SciTech Publishing 2010
  
• Didier Massonnet and Jean-Claude Souyris, Imaging with Synthetic Aperture Radar. EPFL Press, 2008
  
• Gerhard Winkler, Image Analysis, Random Fields and Markov Chain Monte Carlo Methods, 2nd edition, Springer Verlag 2003
  

Preconditions:
DSP