On the Feasibility of Axial Tracking of a Fluorescent Nano-Particle Using a Defocusing Model
N. Subotić, D. Van De Ville, M. Unser
Proceedings of the Second IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'04), Arlington VA, USA, April 15-18, 2004, pp. 1231–1234.
The image of a sub-resolution nano-particle in fluorescence microscopy corresponds to a slice of the 3D point spread function (PSF). This slice relates to the out-of-focus distance of the nano-particle. In this paper, we investigate to which extent it is possible to estimate the out-of-focus distance of the nano-particle from a 2D image based on the knowledge of the 3D PSF.
To this end, we compute the Cramér-Rao bound (CRB) that provides a lower bound on the error of the best estimator of the axial position. The calculation of the CRB involves the specification of a 3D PSF model, the assumption of a signal-dependent Poisson noise, and some acquisition parameters. Our derivation shows that the CRB depends on the defocusing distance. Interestingly, nanometer precision can be attained over a range of defocus distances and for sufficiently high SNR levels. The theoretical results are confirmed with simulated experiments using estimators based on the least-squares (LS) and normalized cross-correlation (NCC) criterion. The results obtained are very close to the theoretical CRB.
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AUTHOR="Suboti{\'{c}}, N. and Van De Ville, D. and Unser, M.",
TITLE="On the Feasibility of Axial Tracking of a Fluorescent
Nano-Particle Using a Defocusing Model",
BOOKTITLE="Proceedings of the Second {IEEE} International Symposium on
Biomedical Imaging: {F}rom Nano to Macro ({ISBI'04})",
YEAR="2004",
editor="",
volume="",
series="",
pages="1231--1234",
address="Arlington VA, USA",
month="April 15-18,",
organization="",
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note="")