Detection of eye contact with deep neural networks is as accurate as human experts

Eye contact is a key social behavior and its measurement could facilitate the diagnosis and treatment of autism. Here the authors show that a deep neural network model can detect eye contact as accurately has human experts.

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Autores principales:	Eunji Chong, Elysha Clark-Whitney, Audrey Southerland, Elizabeth Stubbs, Chanel Miller, Eliana L. Ajodan, Melanie R. Silverman, Catherine Lord, Agata Rozga, Rebecca M. Jones, James M. Rehg
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/f237553c732548f58bf57fdc2d279307
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spelling	oai:doaj.org-article:f237553c732548f58bf57fdc2d2793072021-12-02T10:48:00ZDetection of eye contact with deep neural networks is as accurate as human experts10.1038/s41467-020-19712-x2041-1723https://doaj.org/article/f237553c732548f58bf57fdc2d2793072020-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-19712-xhttps://doaj.org/toc/2041-1723Eye contact is a key social behavior and its measurement could facilitate the diagnosis and treatment of autism. Here the authors show that a deep neural network model can detect eye contact as accurately has human experts.Eunji ChongElysha Clark-WhitneyAudrey SoutherlandElizabeth StubbsChanel MillerEliana L. AjodanMelanie R. SilvermanCatherine LordAgata RozgaRebecca M. JonesJames M. RehgNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-10 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Eunji Chong Elysha Clark-Whitney Audrey Southerland Elizabeth Stubbs Chanel Miller Eliana L. Ajodan Melanie R. Silverman Catherine Lord Agata Rozga Rebecca M. Jones James M. Rehg Detection of eye contact with deep neural networks is as accurate as human experts
description	Eye contact is a key social behavior and its measurement could facilitate the diagnosis and treatment of autism. Here the authors show that a deep neural network model can detect eye contact as accurately has human experts.
format	article
author	Eunji Chong Elysha Clark-Whitney Audrey Southerland Elizabeth Stubbs Chanel Miller Eliana L. Ajodan Melanie R. Silverman Catherine Lord Agata Rozga Rebecca M. Jones James M. Rehg
author_facet	Eunji Chong Elysha Clark-Whitney Audrey Southerland Elizabeth Stubbs Chanel Miller Eliana L. Ajodan Melanie R. Silverman Catherine Lord Agata Rozga Rebecca M. Jones James M. Rehg
author_sort	Eunji Chong
title	Detection of eye contact with deep neural networks is as accurate as human experts
title_short	Detection of eye contact with deep neural networks is as accurate as human experts
title_full	Detection of eye contact with deep neural networks is as accurate as human experts
title_fullStr	Detection of eye contact with deep neural networks is as accurate as human experts
title_full_unstemmed	Detection of eye contact with deep neural networks is as accurate as human experts
title_sort	detection of eye contact with deep neural networks is as accurate as human experts
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/f237553c732548f58bf57fdc2d279307
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Detection of eye contact with deep neural networks is as accurate as human experts

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