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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Nature Portfolio
2018
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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) |
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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 |
work_keys_str_mv |
AT mengmizhang findinganywaldowithzeroshotinvariantandefficientvisualsearch AT jiashifeng findinganywaldowithzeroshotinvariantandefficientvisualsearch AT kengteckma findinganywaldowithzeroshotinvariantandefficientvisualsearch AT joohweelim findinganywaldowithzeroshotinvariantandefficientvisualsearch AT qizhao findinganywaldowithzeroshotinvariantandefficientvisualsearch AT gabrielkreiman findinganywaldowithzeroshotinvariantandefficientvisualsearch |
_version_ |
1718390866672877568 |