Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio

The rhesus macaque is an important model species in several branches of science, but the utility of this model would be enhanced by the ability to measure behaviour throughout pose. Here, the authors describe a deep learning-based markerless motion capture system for estimating 3D pose in freely mov...

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Autores principales:	Praneet C. Bala, Benjamin R. Eisenreich, Seng Bum Michael Yoo, Benjamin Y. Hayden, Hyun Soo Park, Jan Zimmermann
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/23310833701942ce88eec4d35b35faea
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id	oai:doaj.org-article:23310833701942ce88eec4d35b35faea
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spelling	oai:doaj.org-article:23310833701942ce88eec4d35b35faea2021-12-02T18:03:07ZAutomated markerless pose estimation in freely moving macaques with OpenMonkeyStudio10.1038/s41467-020-18441-52041-1723https://doaj.org/article/23310833701942ce88eec4d35b35faea2020-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-18441-5https://doaj.org/toc/2041-1723The rhesus macaque is an important model species in several branches of science, but the utility of this model would be enhanced by the ability to measure behaviour throughout pose. Here, the authors describe a deep learning-based markerless motion capture system for estimating 3D pose in freely moving macaques.Praneet C. BalaBenjamin R. EisenreichSeng Bum Michael YooBenjamin Y. HaydenHyun Soo ParkJan ZimmermannNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-12 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Praneet C. Bala Benjamin R. Eisenreich Seng Bum Michael Yoo Benjamin Y. Hayden Hyun Soo Park Jan Zimmermann Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
description	The rhesus macaque is an important model species in several branches of science, but the utility of this model would be enhanced by the ability to measure behaviour throughout pose. Here, the authors describe a deep learning-based markerless motion capture system for estimating 3D pose in freely moving macaques.
format	article
author	Praneet C. Bala Benjamin R. Eisenreich Seng Bum Michael Yoo Benjamin Y. Hayden Hyun Soo Park Jan Zimmermann
author_facet	Praneet C. Bala Benjamin R. Eisenreich Seng Bum Michael Yoo Benjamin Y. Hayden Hyun Soo Park Jan Zimmermann
author_sort	Praneet C. Bala
title	Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
title_short	Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
title_full	Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
title_fullStr	Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
title_full_unstemmed	Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
title_sort	automated markerless pose estimation in freely moving macaques with openmonkeystudio
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/23310833701942ce88eec4d35b35faea
work_keys_str_mv	AT praneetcbala automatedmarkerlessposeestimationinfreelymovingmacaqueswithopenmonkeystudio AT benjaminreisenreich automatedmarkerlessposeestimationinfreelymovingmacaqueswithopenmonkeystudio AT sengbummichaelyoo automatedmarkerlessposeestimationinfreelymovingmacaqueswithopenmonkeystudio AT benjaminyhayden automatedmarkerlessposeestimationinfreelymovingmacaqueswithopenmonkeystudio AT hyunsoopark automatedmarkerlessposeestimationinfreelymovingmacaqueswithopenmonkeystudio AT janzimmermann automatedmarkerlessposeestimationinfreelymovingmacaqueswithopenmonkeystudio
_version_	1718378796380323840

Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio

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