Literature DB >> 22072386

Wavelet-based image fusion in multi-view three-dimensional microscopy.

Jose L Rubio-Guivernau1, Vasily Gurchenkov, Miguel A Luengo-Oroz, Louise Duloquin, Paul Bourgine, Andres Santos, Nadine Peyrieras, Maria J Ledesma-Carbayo.   

Abstract

MOTIVATION: Multi-view microscopy techniques such as Light-Sheet Fluorescence Microscopy (LSFM) are powerful tools for 3D + time studies of live embryos in developmental biology. The sample is imaged from several points of view, acquiring a set of 3D views that are then combined or fused in order to overcome their individual limitations. Views fusion is still an open problem despite recent contributions in the field.
RESULTS: We developed a wavelet-based multi-view fusion method that, due to wavelet decomposition properties, is able to combine the complementary directional information from all available views into a single volume. Our method is demonstrated on LSFM acquisitions from live sea urchin and zebrafish embryos. The fusion results show improved overall contrast and details when compared with any of the acquired volumes. The proposed method does not need knowledge of the system's point spread function (PSF) and performs better than other existing PSF independent fusion methods.
AVAILABILITY AND IMPLEMENTATION: The described method was implemented in Matlab (The Mathworks, Inc., USA) and a graphic user interface was developed in Java. The software, together with two sample datasets, is available at http://www.die.upm.es/im/software/SPIMFusionGUI.zip A public release, free of charge for non-commercial use, is planned after the publication of this article.

Entities:  

Mesh:

Year:  2011        PMID: 22072386     DOI: 10.1093/bioinformatics/btr609

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  12 in total

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Review 2.  Automated processing of zebrafish imaging data: a survey.

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Review 3.  Deciphering tissue morphodynamics using bioimage informatics.

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Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-05-19       Impact factor: 6.237

4.  Going "open" with mesoscopy: a new dimension on multi-view imaging.

Authors:  Emilio Gualda; Nuno Moreno; Pavel Tomancak; Gabriel G Martins
Journal:  Protoplasma       Date:  2014-01-18       Impact factor: 3.356

5.  Improving secondary ion mass spectrometry image quality with image fusion.

Authors:  Jay G Tarolli; Lauren M Jackson; Nicholas Winograd
Journal:  J Am Soc Mass Spectrom       Date:  2014-06-10       Impact factor: 3.109

6.  Visualization and analysis of 3D microscopic images.

Authors:  Fuhui Long; Jianlong Zhou; Hanchuan Peng
Journal:  PLoS Comput Biol       Date:  2012-06-14       Impact factor: 4.475

7.  Shaped 3D singular spectrum analysis for quantifying gene expression, with application to the early zebrafish embryo.

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8.  Multi-view light-sheet imaging and tracking with the MaMuT software reveals the cell lineage of a direct developing arthropod limb.

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Journal:  Elife       Date:  2018-03-29       Impact factor: 8.140

9.  Fast and robust optical flow for time-lapse microscopy using super-voxels.

Authors:  Fernando Amat; Eugene W Myers; Philipp J Keller
Journal:  Bioinformatics       Date:  2012-12-14       Impact factor: 6.937

10.  Exploring an optimal wavelet-based filter for cryo-ET imaging.

Authors:  Xinrui Huang; Sha Li; Song Gao
Journal:  Sci Rep       Date:  2018-02-07       Impact factor: 4.379

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