DocumentCode :
2808360
Title :
A 3D resolution measure for optical microscopy
Author :
Chao, Jerry ; Ram, Sripad ; Ward, Elizabeth Sally ; Ober, Raimund J.
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
fYear :
2009
fDate :
June 28 2009-July 1 2009
Firstpage :
1115
Lastpage :
1118
Abstract :
An information-theoretic three-dimensional (3D) resolution measure for the optical microscope is introduced. Based on the Cramer-Rao inequality, this resolution measure specifies a lower bound on the accuracy with which a given distance separating two objects in 3D space can be estimated from the acquired image. Useful in many applications, accurate determination of the distance of separation can, for example, help to characterize the interaction that occurs between two closely spaced biomolecules in a biological cell. In addition to presenting the underlying theory, we show that the resolution measure predicts that, by detecting a sufficient number of photons from an object pair, arbitrarily small distances of separation can be estimated with prespecified accuracy. Furthermore, we illustrate its dependence on properties such as the object pair´s 3D spatial orientation. With estimations on simulated images, we show that the maximum likelihood estimator is capable of attaining the accuracy predicted by the resolution measure.
Keywords :
bio-optics; biological techniques; cellular biophysics; image resolution; maximum likelihood estimation; molecular biophysics; optical microscopy; 3D spatial orientation; Cramer-Rao inequality; biological cell; biomolecules interaction; information-theoretic 3D resolution measure; maximum likelihood estimator; optical microscope; Biological cells; Biomedical optical imaging; Cramer-Rao bounds; Extraterrestrial measurements; Image resolution; Molecular biophysics; Object detection; Optical microscopy; Predictive models; Spatial resolution; Axial resolution; Cramer-Rao inequality; Fisher information matrix; optical microscopy; three-dimensional microscopy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2009. ISBI '09. IEEE International Symposium on
Conference_Location :
Boston, MA
ISSN :
1945-7928
Print_ISBN :
978-1-4244-3931-7
Electronic_ISBN :
1945-7928
Type :
conf
DOI :
10.1109/ISBI.2009.5193252
Filename :
5193252
Link To Document :
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