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Kaijsers algoritm för beräkning av Kantorovichavstånd parallelliserad i CUDA

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.

Identiferoai:union.ndltd.org:UPSALLA1/oai:DiVA.org:liu-102867
Date January 2013
CreatorsEngvall, Sebastian
PublisherLinköpings universitet, Informationskodning, Linköpings universitet, Tekniska högskolan
Source SetsDiVA Archive at Upsalla University
LanguageSwedish
Detected LanguageEnglish
TypeStudent thesis, info:eu-repo/semantics/bachelorThesis, text
Formatapplication/pdf
Rightsinfo:eu-repo/semantics/openAccess

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