An accurate PSF model with few parameters for axially shift-variant deconvolution

被引:13
作者
Aguet, Francois [1 ]
Van De Ville, Dimitri [1 ]
Unser, Michael [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Biomed Imaging Grp, CH-1015 Lausanne, Switzerland
来源
2008 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, VOLS 1-4 | 2008年
关键词
deconvolution; fluorescence microscopy; maximum-likelihood; point spread function;
D O I
10.1109/ISBI.2008.4540956
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:157 / 160
页数:4
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