Finding any Waldo with zero-shot invariant and efficient visual search

Visual search requires recognizing an object “invariantly”, despite changes in its appearance. Here, the authors show that humans can efficiently and invariantly search for objects in complex scenes and introduce a biologically-inspired zero-shot model that captures human eye movements during search...

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Main Authors:	Mengmi Zhang, Jiashi Feng, Keng Teck Ma, Joo Hwee Lim, Qi Zhao, Gabriel Kreiman
Format:	article
Language:	EN
Published:	Nature Portfolio 2018
Subjects:	Science Q
Online Access:	https://doaj.org/article/e6a1187d58f74bcfa46f5deb1f1e421f
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id	oai:doaj.org-article:e6a1187d58f74bcfa46f5deb1f1e421f
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spelling	oai:doaj.org-article:e6a1187d58f74bcfa46f5deb1f1e421f2021-12-02T14:38:49ZFinding any Waldo with zero-shot invariant and efficient visual search10.1038/s41467-018-06217-x2041-1723https://doaj.org/article/e6a1187d58f74bcfa46f5deb1f1e421f2018-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-06217-xhttps://doaj.org/toc/2041-1723Visual search requires recognizing an object “invariantly”, despite changes in its appearance. Here, the authors show that humans can efficiently and invariantly search for objects in complex scenes and introduce a biologically-inspired zero-shot model that captures human eye movements during search.Mengmi ZhangJiashi FengKeng Teck MaJoo Hwee LimQi ZhaoGabriel KreimanNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-15 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Mengmi Zhang Jiashi Feng Keng Teck Ma Joo Hwee Lim Qi Zhao Gabriel Kreiman Finding any Waldo with zero-shot invariant and efficient visual search
description	Visual search requires recognizing an object “invariantly”, despite changes in its appearance. Here, the authors show that humans can efficiently and invariantly search for objects in complex scenes and introduce a biologically-inspired zero-shot model that captures human eye movements during search.
format	article
author	Mengmi Zhang Jiashi Feng Keng Teck Ma Joo Hwee Lim Qi Zhao Gabriel Kreiman
author_facet	Mengmi Zhang Jiashi Feng Keng Teck Ma Joo Hwee Lim Qi Zhao Gabriel Kreiman
author_sort	Mengmi Zhang
title	Finding any Waldo with zero-shot invariant and efficient visual search
title_short	Finding any Waldo with zero-shot invariant and efficient visual search
title_full	Finding any Waldo with zero-shot invariant and efficient visual search
title_fullStr	Finding any Waldo with zero-shot invariant and efficient visual search
title_full_unstemmed	Finding any Waldo with zero-shot invariant and efficient visual search
title_sort	finding any waldo with zero-shot invariant and efficient visual search
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/e6a1187d58f74bcfa46f5deb1f1e421f
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Finding any Waldo with zero-shot invariant and efficient visual search

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