Skip navigation
Skip navigation

Factor Graphs for Computer Vision and Image Processing

Mutimbu, Lawrence Dzidzai


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 in modelling relationships between...[Show more]

CollectionsOpen Access Theses
Date published: 2016
Type: Thesis (PhD)
DOI: 10.25911/5d7637697a78e


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:  17 November 2022/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator