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Kaijsers algoritm för beräkning av Kantorovichavstånd parallelliserad i CUDA
Linköping University, Department of Electrical Engineering, Information Coding. Linköping University, The Institute of Technology.
2013 (Swedish)Independent thesis Basic level (university diploma), 10,5 credits / 16 HE creditsStudent thesis
Abstract [en]

This thesis processes the work of developing CPU code and GPU code for Thomas Kaijsers algorithm for calculating the kantorovich distance and the performance between the two is compared. Initially there is a rundown of the algorithm which calculates the kantorovich distance between two images. Thereafter we go through the CPU implementation followed by GPGPU written in CUDA. Then the results are presented. Lastly, an analysis about the results and a discussion with possible improvements is presented for possible future applications.

Place, publisher, year, edition, pages
2013. , 35 p.
Keyword [en]
GPGPU, CUDA, Kantorovich distance
National Category
Other Engineering and Technologies not elsewhere specified
Identifiers
URN: urn:nbn:se:liu:diva-102867ISRN: LiTH-ISY-EX-ET--13/0414—SEOAI: oai:DiVA.org:liu-102867DiVA: diva2:683472
Subject / course
Computer Engineering
Available from: 2014-01-07 Created: 2014-01-03 Last updated: 2014-01-07Bibliographically approved

Open Access in DiVA

fulltext(703 kB)198 downloads
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Engvall, Sebastian
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CiteExportLink to record
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Citation style
  • apa
  • ieee
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  • vancouver
  • Other style
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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