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Efficient Bayesian-based multiview deconvolution

delete2014-04-20
delete198
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OA
AI
S
Stephan Preibisch *
F
Fernando Amat
E
Evangelia Stamataki
M
Mihail Sarov
R
Robert H. Singer
E
Eugene W. Myers
P
Pavel Tomančák
DOI:10.1038/NMETH.2929delete
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Abstract

Abstract

En 中文
Light-sheet fluorescence microscopy is able to image large specimens with high resolution by capturing the samples from multiple angles. Multiview deconvolution can substantially improve the resolution and contrast of the images, but its application has been limited owing to the large size of the data sets. Here we present a Bayesian-based derivation of multiview deconvolution that drastically improves the convergence time, and we provide a fast implementation using graphics hardware.
Keywords:
LIGHT-SHEET MICROSCOPY
PLANE ILLUMINATION MICROSCOPY
RECONSTRUCTION
RESTORATION
RESOLUTION
PLATFORM
DEEP

Journal

Nature Methods cover
Nature Methods
IF:
32.1
Papers:
7.2K
Citations:
12.7W

Organization

H
Howard Hughes Medical Institute
Scholars:
1.2W
Papers: 7.8K
Citations: 6.0W
M
Max Planck Society
Scholars:
8.2W
Papers: 7.7W
Citations: 3.3W
Cited Papers

Cited Papers

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err2011-07-17
err436
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errTruong, Thai V.; Supatto, Willy; Koos, David S.; Choi, John M.; Fraser, Scott E.
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OpenSPIM: an open-access light-sheet microscopy platform
err2013-06-09
err270
errOAAI
errPitrone, Peter G.; Schindelin, Johannes; Stuyvenberg, Luke; Preibisch, Stephan; Weber, Michael; Eliceiri, Kevin W.; Huisken, Jan; Tomancak, Pavel
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Multiview Deblurring for 3-D Images from Light-Sheet-Based Fluorescence Microscopy
err2012-04-01
err43
PREAI
errTemerinac-Ott, Maja; Ronneberger, Olaf; Ochs, Peter; Driever, Wolfgang; Brox, Thomas; Burkhardt, Hans
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High-resolution three-dimensional imaging of large specimens with light sheet-based microscopy
err2007-03-04
err306
PREAI
errVerveer, Peter J.; Swoger, Jim .; Pampaloni, Francesco; Greger, Klaus; Marcello, Marco; Stelzer, Ernst H. K.
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Multi-view image fusion improves resolution in three-dimensional microscopy
err2007-06-13
err201
errOAAI
errSwoger, Jim; Verveer, Peter; Greger, Klaus; Huisken, Jan; Stelzer, Ernst H. K.
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A 3D digital atlas of C. elegans and its application to single-cell analyses
err2009-08-16
err151
errOAAI
errLong, Fuhui; Peng, Hanchuan; Liu, Xiao; Kim, Stuart K.; Myers, Eugene
errShare
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err
IF0
err
err0
PREAI
err
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