Title :
An accurate PSF model with few parameters for axially shift-variant deconvolution
Author :
Aguet, Francois ; Van De Ville, D. ; Unser, Michael
Author_Institution :
Biomed. Imaging Group, Ecole Polytech. Federate de Lausanne, Lausanne
Abstract :
Accurate knowledge of an imaging system´s point spread function (PSF) is crucial for successful deconvolution. For fluorescence microscopy, PSF estimations based on either theoretical models or experimental measurements are available. However, due to the axially shift-variant nature of the PSF, neither method guarantees an estimate that is valid for the entire object space. In this work, we present a reduced- parameter version of a state-of-the-art theoretical model. We give a maximum-likelihood based algorithm for the estimation of its parameters, and we show how a fit of our model to two axially isolated point source measurements in an experimental setup can be used to accurately reproduce measured PSFs within the entire specimen.
Keywords :
deconvolution; fluorescence spectroscopy; maximum likelihood estimation; medical image processing; optical transfer function; PSF model; axially shift variant deconvolution; fluorescence microscopy; maximum likelihood based algorithm; point spread function; Biomedical imaging; Biomedical measurements; Deconvolution; Fluorescence; Maximum likelihood estimation; Microscopy; Optical recording; Optical refraction; Optical variables control; Position measurement; Deconvolution; Fluorescence microscopy; Maximum-likelihood; Point spread function;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-2002-5
Electronic_ISBN :
978-1-4244-2003-2
DOI :
10.1109/ISBI.2008.4540956