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Valid for year : 2010
 
TNCG22 Image Processing, 6 ECTS credits.
/Bildbehandling/

For:   ACG  

 

Prel. scheduled hours: 48
Rec. self-study hours: 112

  Area of Education: Technology

Main field of studies: Media Technology

  Advancement level (G1, G2, A): A

Aim:
The aim of the course is to give the students a theoretical and practical basis for computerized processing and analysis of digital images. After the course the student shall be able to:
  • describe the structure of the human eye
  • understand and apply the basic concepts and methods of signal processing
  • understand the basics of image acquisition and formation of digital images
  • construct and use simple linear and non-linear filters in the spatial domain
  • understand the connection between the spatial domain and the frequency domain
  • describe the principles of image filtering in the frequency domain
  • describe and implement simple methods for image segmentation
  • understand and use morphological operations on binary images
  • describe different methods for representation of objects in images


Prerequisites: (valid for students admitted to programmes within which the course is offered)
Linear algebra and Calculus in several variables.

Note: Admission requirements for non-programme students usually also include admission requirements for the programme and threshhold requirements for progression within the programme, or corresponding.
Supplementary courses:
Advanced Image Processing, Procedural Methods for Images
Organisation:
The course is given in the form of lectures and laboratory work.
Course contents:
The human vision system. Basic signal processing concepts and methods. Digital images as 2D signals. Digital images: acquisition, sampling, resolution, tone transformations. Filtering in the spatial and in the frequency domain. Image restoration. Morphological operations. Segmentation. Representation of objects in images.
Course literature:
Gonzalez, Woods: Digital Image Processing, Third edition, Prentice Hall, 2008
Examination:
Written exam
Laboratory course
 4,5 ECTS
1,5 ECTS
 


Course language is English.
Department offering the course: ITN.
Director of Studies: Dag Haugum
Examiner: Björn Gudmundsson
Link to the course homepage at the department


Course Syllabus in Swedish

Linköping Institute of Technology
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Contact: TFK , val@tfk.liu.se
Last updated: 04/28/2010