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Optical Flow Computation on Compute Unified Device Architecture
Linköping University, Department of Electrical Engineering, Computer Vision. Linköping University, The Institute of Technology.
2008 (English)Independent thesis Advanced level (professional degree), 20 credits / 30 HE creditsStudent thesisAlternative title
Optiskt flödeberäkning med CUDA (Swedish)
Abstract [en]

There has been a rapid progress of the graphics processor the last years, much because of the demands from computer games on speed and image quality. Because of the graphics processor’s special architecture it is much faster at solving parallel problems than the normal processor. Due to its increasing programmability it is possible to use it for other tasks than it was originally designed for.

Even though graphics processors have been programmable for some time, it has been quite difficult to learn how to use them. CUDA enables the programmer to use C-code, with a few extensions, to program NVIDIA’s graphics processor and completely skip the traditional programming models. This thesis investigates if the graphics processor can be used for calculations without knowledge of how the hardware mechanisms work. An image processing algorithm calculating the optical flow has been implemented. The result shows that it is rather easy to implement programs using CUDA, but some knowledge of how the graphics processor works is required to achieve high performance.

Place, publisher, year, edition, pages
2008. , 44 p.
Keyword [en]
optical flow, GPU, GPGPU, CUDA
National Category
Computer Vision and Robotics (Autonomous Systems) Engineering and Technology
Identifiers
URN: urn:nbn:se:liu:diva-15426ISRN: LiTH-ISY-EX--08/4043--SEOAI: oai:DiVA.org:liu-15424DiVA: diva2:127132
Subject / course
Computer Vision Laboratory
Presentation
(English)
Uppsok
Technology
Supervisors
Examiners
Available from: 2008-12-03 Created: 2008-11-06 Last updated: 2012-07-02Bibliographically approved

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf