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Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging

It is shown that the average signal-to-noise ratio (SNR) in the three-dimensional electron-density distribution of a sample reconstructed by coherent diffractive imaging cannot exceed twice the square root of the ratio of the mean total number of scattered photons detected during the scan and the nu...

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Autores principales: Gureyev, Timur E., Kozlov, Alexander, Nesterets, Yakov I., Paganin, David M., Martin, Andrew V., Quiney, Harry M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211529/
https://www.ncbi.nlm.nih.gov/pubmed/30443356
http://dx.doi.org/10.1107/S2052252518010941
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author Gureyev, Timur E.
Kozlov, Alexander
Nesterets, Yakov I.
Paganin, David M.
Martin, Andrew V.
Quiney, Harry M.
author_facet Gureyev, Timur E.
Kozlov, Alexander
Nesterets, Yakov I.
Paganin, David M.
Martin, Andrew V.
Quiney, Harry M.
author_sort Gureyev, Timur E.
collection PubMed
description It is shown that the average signal-to-noise ratio (SNR) in the three-dimensional electron-density distribution of a sample reconstructed by coherent diffractive imaging cannot exceed twice the square root of the ratio of the mean total number of scattered photons detected during the scan and the number of spatially resolved voxels in the reconstructed volume. This result leads to an upper bound on Shannon’s information capacity of this imaging method by specifying the maximum number of distinguishable density distributions within the reconstructed volume when the radiation dose delivered to the sample and the spatial resolution are both fixed. If the spatially averaged SNR in the reconstructed electron density is fixed instead, the radiation dose is shown to be proportional to the third or fourth power of the spatial resolution, depending on the sampling of the three-dimensional diffraction space and the scattering power of the sample.
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spelling pubmed-62115292018-11-15 Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging Gureyev, Timur E. Kozlov, Alexander Nesterets, Yakov I. Paganin, David M. Martin, Andrew V. Quiney, Harry M. IUCrJ Research Papers It is shown that the average signal-to-noise ratio (SNR) in the three-dimensional electron-density distribution of a sample reconstructed by coherent diffractive imaging cannot exceed twice the square root of the ratio of the mean total number of scattered photons detected during the scan and the number of spatially resolved voxels in the reconstructed volume. This result leads to an upper bound on Shannon’s information capacity of this imaging method by specifying the maximum number of distinguishable density distributions within the reconstructed volume when the radiation dose delivered to the sample and the spatial resolution are both fixed. If the spatially averaged SNR in the reconstructed electron density is fixed instead, the radiation dose is shown to be proportional to the third or fourth power of the spatial resolution, depending on the sampling of the three-dimensional diffraction space and the scattering power of the sample. International Union of Crystallography 2018-09-15 /pmc/articles/PMC6211529/ /pubmed/30443356 http://dx.doi.org/10.1107/S2052252518010941 Text en © Timur E. Gureyev et al. 2018 http://creativecommons.org/licenses/by/2.0/uk/ This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-BY) Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are cited.http://creativecommons.org/licenses/by/2.0/uk/
spellingShingle Research Papers
Gureyev, Timur E.
Kozlov, Alexander
Nesterets, Yakov I.
Paganin, David M.
Martin, Andrew V.
Quiney, Harry M.
Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
title Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
title_full Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
title_fullStr Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
title_full_unstemmed Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
title_short Signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
title_sort signal-to-noise, spatial resolution and information capacity of coherent diffraction imaging
topic Research Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211529/
https://www.ncbi.nlm.nih.gov/pubmed/30443356
http://dx.doi.org/10.1107/S2052252518010941
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