Skip navigation
Skip navigation

Factor Graphs for Computer Vision and Image Processing

Mutimbu, Lawrence Dzidzai

Description

Factor graphs have been used extensively in the decoding of error correcting codes such as turbo codes, and in signal processing. However, while computer vision and pattern recognition are awash with graphical model usage, it is some-what surprising that factor graphs are still somewhat under-researched in these communities. This is surprising because factor graphs naturally generalise both Markov random fields and Bayesian networks. Moreover, they are useful...[Show more]

CollectionsOpen Access Theses
Date published: 2016-08
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/110515

Download

File Description SizeFormat Image
Mutimbu Thesis 2016.pdf17.2 MBAdobe PDFThumbnail


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator