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OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions

BACKGROUND: Accurate determination of mouse positions from video data is crucial for various types of behavioral analyses. While detection of body positions is straightforward, the correct identification of nose positions, usually more informative, is far more challenging. The difficulty is largely...

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Autor principal: Ben-Shaul, Yoram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5433172/
https://www.ncbi.nlm.nih.gov/pubmed/28506280
http://dx.doi.org/10.1186/s12915-017-0377-3
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author Ben-Shaul, Yoram
author_facet Ben-Shaul, Yoram
author_sort Ben-Shaul, Yoram
collection PubMed
description BACKGROUND: Accurate determination of mouse positions from video data is crucial for various types of behavioral analyses. While detection of body positions is straightforward, the correct identification of nose positions, usually more informative, is far more challenging. The difficulty is largely due to variability in mouse postures across frames. RESULTS: Here, we present OptiMouse, an extensively documented open-source MATLAB program providing comprehensive semiautomatic analysis of mouse position data. The emphasis in OptiMouse is placed on minimizing errors in position detection. This is achieved by allowing application of multiple detection algorithms to each video, including custom user-defined algorithms, by selection of the optimal algorithm for each frame, and by correction when needed using interpolation or manual specification of positions. CONCLUSIONS: At a basic level, OptiMouse is a simple and comprehensive solution for analysis of position data. At an advanced level, it provides an open-source and expandable environment for a detailed analysis of mouse position data. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12915-017-0377-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-54331722017-05-17 OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions Ben-Shaul, Yoram BMC Biol Software BACKGROUND: Accurate determination of mouse positions from video data is crucial for various types of behavioral analyses. While detection of body positions is straightforward, the correct identification of nose positions, usually more informative, is far more challenging. The difficulty is largely due to variability in mouse postures across frames. RESULTS: Here, we present OptiMouse, an extensively documented open-source MATLAB program providing comprehensive semiautomatic analysis of mouse position data. The emphasis in OptiMouse is placed on minimizing errors in position detection. This is achieved by allowing application of multiple detection algorithms to each video, including custom user-defined algorithms, by selection of the optimal algorithm for each frame, and by correction when needed using interpolation or manual specification of positions. CONCLUSIONS: At a basic level, OptiMouse is a simple and comprehensive solution for analysis of position data. At an advanced level, it provides an open-source and expandable environment for a detailed analysis of mouse position data. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12915-017-0377-3) contains supplementary material, which is available to authorized users. BioMed Central 2017-05-15 /pmc/articles/PMC5433172/ /pubmed/28506280 http://dx.doi.org/10.1186/s12915-017-0377-3 Text en © Ben-Shaul et al. 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Ben-Shaul, Yoram
OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
title OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
title_full OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
title_fullStr OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
title_full_unstemmed OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
title_short OptiMouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
title_sort optimouse: a comprehensive open source program for reliable detection and analysis of mouse body and nose positions
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5433172/
https://www.ncbi.nlm.nih.gov/pubmed/28506280
http://dx.doi.org/10.1186/s12915-017-0377-3
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