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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Veröffentlicht in:	Computer vision and image understanding Jg. 151; S. 90 - 100
Hauptverfasser:	Tichý, Ondřej, Šmídl, Václav
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.10.2016
Schlagworte:	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-Zugang:	Volltext
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