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  Local Constancy Assumption Selection for Variational Optical Flow

Goncharov, I. (2012). Local Constancy Assumption Selection for Variational Optical Flow. Master Thesis, Universität des Saarlandes, Saarbrücken.

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2011_IlyaGoncharov_Thesis.pdf (Any fulltext), 16MB
 
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 Creators:
Goncharov, Ilya1, Author           
Bruhn, Andreas2, Advisor
Weikert, Joachim2, Referee
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1International Max Planck Research School, MPI for Informatics, Max Planck Society, ou_1116551              
2External Organizations, ou_persistent22              

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 Abstract: Variational methods are among the most successful approaches for computing high-quality optical ow. However, there are still many ways to improve. In this thesis we fist provide a general overview of the main ideas of existing approaches by the example of the complementary optical ow method of Zimmer et al. [19]. This serves us as a starting point for introducing the concept of automatic local selection of the most suitable constancy assumption on image features, which allows to further improve the quality of optical ow estimation. As a main contribution, we provide the variational formulation, that directly leads to the proposed behavior. The derived model is then analysed and evaluated in the series of experiments.

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Language(s): eng - English
 Dates: 2012-12-152012
 Publication Status: Issued
 Pages: -
 Publishing info: Saarbrücken : Universität des Saarlandes
 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: Goncharov2011
 Degree: Master

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