IT-Universitetet i København
 
  Tilbage Kursusoversigt
Kursusbeskrivelse
Kursusnavn (dansk):Billed- og signalbehandling 
Kursusnavn (engelsk):Image and Signal Processing 
Semester:Forår 2006 
Udbydes under:cand.it., medieteknologi og spil (mtg) 
Omfang i ECTS:7,50 
Kursussprog:Engelsk 
Kursushjemmeside:http://www.itu.dk/courses/MBSB/F2006/index.html 
Min. antal deltagere:0 
Forventet antal deltagere:25 
Maks. antal deltagere:50 
Formelle forudsætninger:Mathematical maturity, similar to the highest level of high school math.
 
Læringsmål:The course aims at providing the students with a workable understanding of both theoretical and practical issues in the application, development, and programming of a broad range of image and signal processing algorithms.

After completing this course the student can
- explain the basic concepts of analysis and manipulation of digital images and signals
- describe the related methods and algorithms
- combine and apply these methods to solve new image and signal processing tasks
- do basic programming in Matlab
 
Fagligt indhold:The course covers a broad range of topics in image and signal processing through lectures and hands-on computer exercises, with many examples from real problems in medical imaging, industrial vision, speech processing, and sound generation.

Topics include: introduction to programming in Matlab, analog to digital conversion of signals, histograms, contrast enhancement, filtering, frequency representations, filter design, image and signal restoration, feature detection, local-, global- and multiresolution-analysis, morphological filtering, image segmentation, shape analysis, and colour image processing.

The focus of the course is on methods for image processing and the teachers are researchers in medical image analysis at ITU. 
Læringsaktiviteter:12 forelæsninger og 12 øvelsesgange

Lectures, Matlab exercises, Class room exercises, mandatory assigments.

NB! In the introductory week, meaning from 30 January to 3 February 2006, exercises are cancelled. This means, that there will be only lectures from 9:00 to 12:00.
 

Eksamensform og -beskrivelse:X. experimental examination form (7-scale; external exam), 13-skala, Ekstern censur

 

Litteratur udover forskningsartikler:The main course book is
Rafael C. Gonzalez and Richard E. Woods
Digital Image Processing,
Addison Wesley 2001, second edition, ISBN 0-20-118075-8

Additional literature will be handed out during the lectures or will be available from the course homepage. 
 
Afholdelse (tid og sted)
Kurset afholdes på følgende tid og sted:
UgedagTidspunktForelæsning/ØvelserStedLokale
Fredag 09.00-12.00 Forelæsning ITU 3A14
Fredag 13.00-16.00 Øvelser ITU 3A52

Eksamen afholdes på følgende tid og sted:
EksamensdatoTidspunktEksamenstypeStedLokale
2006-06-09 See time table on course homepage Mundtlig eksamen ITU See examination plan in Study Guide on the Intranet
2006-06-12 See time table on course homepage Mundtlig eksamen ITU See examination plan in Study Guide on the Intranet