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A resolution measure for three-dimensional microscopy
Authors:Jerry Chao  Sripad Ram  E Sally Ward
Institution:a Department of Electrical Engineering, University of Texas at Dallas, 800 West Campbell Road, Richardson, TX 75080, USA
b Department of Immunology, University of Texas Southwestern Medical Center, 6000 Harry Hines Boulevard, Dallas, TX 75390, USA
Abstract:A three-dimensional (3D) resolution measure for the conventional optical microscope is introduced which overcomes the drawbacks of the classical 3D (axial) resolution limit. Formulated within the context of a parameter estimation problem and based on the Cramer-Rao lower bound, this 3D resolution measure indicates the accuracy with which a given distance between two objects in 3D space can be determined from the acquired image. It predicts that, given enough photons from the objects of interest, arbitrarily small distances of separation can be estimated with prespecified accuracy. Using simulated images of point source pairs, we show that the maximum likelihood estimator is capable of attaining the accuracy predicted by the resolution measure. We also demonstrate how different factors, such as extraneous noise sources and the spatial orientation of the imaged object pair, can affect the accuracy with which a given distance of separation can be determined.
Keywords:Axial resolution  Cramer-Rao lower bound  Information theory  Optical microscopy  Three-dimensional microscopy
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