Non-parametric Bayesian models of response function in dynamic image sequences

•Bayesian blind source separation and deconvolution problem is introduced.•Source dynamics is a result of convolution of unknown input and response functions.•We propose and study five non-parametric prior models of the response functions.•We analyze performance and behavior of the proposed models o...

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Bibliographic Details

Published in:	Computer vision and image understanding Vol. 151; pp. 90 - 100
Main Authors:	Tichý, Ondřej, Šmídl, Václav
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.10.2016
Subjects:	Bayesian methods Blind source separation Dynamic medical imaging Probabilistic models Response function Response function Blind source separation Probabilistic models Dynamic medical imaging Bayesian methods
ISSN:	1077-3142, 1090-235X
Online Access:	Get full text
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