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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2017
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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. |
format | Online Article Text |
id | pubmed-5433172 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT benshaulyoram optimouseacomprehensiveopensourceprogramforreliabledetectionandanalysisofmousebodyandnosepositions |