Course

Published

Tampere University

Introduction to Image and Video Processing

5 cr

Face-to-faceOnline
Intermediate studies
Core content
  • Definition and representation of digital image, basics of the human visual system, brightness adaptation and discrimination, image formation, two-dimensional sampling and quantization
  • Image enhancement and restoration both in spatial and frequency domains, two-dimensional discrete Fourier transform and classes of spatial and frequency domain filters
  • The basics of color vision, color models and pseudocolor images
  • The basics of video processing, video file formats, resolutions and bit rates
  • Motion analysis and estimation, motion compensated filtering, deinterlacing and sampling rate conversion
  • Topics of the possible visiting lecture
Complementary knowledge
  • History of digital image processing, application areas and basic relationships between pixels
  • Continuous two-dimensional Fourier transform, properties of the two-dimensional discrete Fourier transform, other transforms and mathematical representation of individual filters
  • Color transformations between color models, color image smoothing and sharpening
  • Video enhancement
  • Details of the possible visiting lecture
Specialist knowledge
  • Mathematical derivation of the properties of the two-dimensional discrete Fourier transform
  • MPEG standards

Contains

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No active implementations at present.

Additional information and registration

Price and registration period

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Additional information:

Fields

Engineering and technology

Scope

5 cr

Code

COMP.SGN.110

Organiser

Tampere University

Tampere University

Contact details

avoin.tau@tuni.fi