Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision
In her influential 1988 paper, Situated Knowledges, Donna Haraway uses vision and perspective as a metaphor to discuss scientific knowledge. Today, egocentric computer vision discusses many of the same issues, except in a literal vision context. In this short position paper, we collapse that metapho...
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creator | Goree, Samuel Crandall, David |
description | In her influential 1988 paper, Situated Knowledges, Donna Haraway uses vision
and perspective as a metaphor to discuss scientific knowledge. Today,
egocentric computer vision discusses many of the same issues, except in a
literal vision context. In this short position paper, we collapse that
metaphor, and explore the interactions between feminist epistemology and
egocentric CV as "Egocentric Epistemology." Using this framework, we argue for
the use of qualitative, human-centric methods as a complement to performance
benchmarks, to center both the literal and metaphorical perspective of human
crowd workers in CV. |
doi_str_mv | 10.48550/arxiv.2307.00064 |
format | Article |
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and perspective as a metaphor to discuss scientific knowledge. Today,
egocentric computer vision discusses many of the same issues, except in a
literal vision context. In this short position paper, we collapse that
metaphor, and explore the interactions between feminist epistemology and
egocentric CV as "Egocentric Epistemology." Using this framework, we argue for
the use of qualitative, human-centric methods as a complement to performance
benchmarks, to center both the literal and metaphorical perspective of human
crowd workers in CV.</description><identifier>DOI: 10.48550/arxiv.2307.00064</identifier><language>eng</language><subject>Computer Science - Computer Vision and Pattern Recognition</subject><creationdate>2023-06</creationdate><rights>http://creativecommons.org/licenses/by-nc-nd/4.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,780,885</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2307.00064$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2307.00064$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Goree, Samuel</creatorcontrib><creatorcontrib>Crandall, David</creatorcontrib><title>Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision</title><description>In her influential 1988 paper, Situated Knowledges, Donna Haraway uses vision
and perspective as a metaphor to discuss scientific knowledge. Today,
egocentric computer vision discusses many of the same issues, except in a
literal vision context. In this short position paper, we collapse that
metaphor, and explore the interactions between feminist epistemology and
egocentric CV as "Egocentric Epistemology." Using this framework, we argue for
the use of qualitative, human-centric methods as a complement to performance
benchmarks, to center both the literal and metaphorical perspective of human
crowd workers in CV.</description><subject>Computer Science - Computer Vision and Pattern Recognition</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNo9z81KxDAYheFsXMjoBbgyF2BrJn-duJNSHXHAhcWdlK_plxJom5J0HOfuB0dxdeBdHHgIuVmzXG6UYvcQv_1XzgUrcsaYlpfk890ve1iwoyWMGCHd0f_yOoXDgF2P6YHW4QCxSxQmWvXB4rREb2k1-7TgGIbQH6kLkZZhnPcLRvrhkw_TFblwMCS8_tsVqZ-qutxmu7fnl_Jxl4EuZOYsL0wrQGAhbaeNWRtpHTgOWvKNbJ0BYZhTXSuV5bbVGgrOnXDaCFSAYkVuf2_PvmaOfoR4bH6czdkpThmGTzU</recordid><startdate>20230630</startdate><enddate>20230630</enddate><creator>Goree, Samuel</creator><creator>Crandall, David</creator><scope>AKY</scope><scope>GOX</scope></search><sort><creationdate>20230630</creationdate><title>Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision</title><author>Goree, Samuel ; Crandall, David</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a674-fc279b3a3e74cd699194cfaf2a64284bf9a390f5db45c2cb66a722f3f693e5ae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Computer Science - Computer Vision and Pattern Recognition</topic><toplevel>online_resources</toplevel><creatorcontrib>Goree, Samuel</creatorcontrib><creatorcontrib>Crandall, David</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Goree, Samuel</au><au>Crandall, David</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision</atitle><date>2023-06-30</date><risdate>2023</risdate><abstract>In her influential 1988 paper, Situated Knowledges, Donna Haraway uses vision
and perspective as a metaphor to discuss scientific knowledge. Today,
egocentric computer vision discusses many of the same issues, except in a
literal vision context. In this short position paper, we collapse that
metaphor, and explore the interactions between feminist epistemology and
egocentric CV as "Egocentric Epistemology." Using this framework, we argue for
the use of qualitative, human-centric methods as a complement to performance
benchmarks, to center both the literal and metaphorical perspective of human
crowd workers in CV.</abstract><doi>10.48550/arxiv.2307.00064</doi><oa>free_for_read</oa></addata></record> |
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title | Situated Cameras, Situated Knowledges: Towards an Egocentric Epistemology for Computer Vision |
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