Attention and Scene Understanding. Navalpakkam, V., Arbib, M. A., & Itti, L. In Itti, L., Rees, G., & Tsotsos, J. K., editors, Neurobiology of Attention, pages 197-203. Elsevier, San Diego, CA, Jan, 2005. abstract bibtex This paper presents a simplified, introductory view of how visual attention may contribute to and integrate within the broader framework of visual scene understanding. Several key components are identified which cooperate with attention during the analysis of complex dynamic visual inputs, namely rapid computation of scene gist and layout, localized object recognition and tracking at attended locations, working memory that holds a representation of currently relevant targets, and long-term memory of known world entities and their inter-relationships. Evidence from neurobiology and psychophysics is provided to support the proposed architecture.
@incollection{ Navalpakkam_etal05noa,
author = {V. Navalpakkam and M. A. Arbib and L. Itti},
title = {Attention and Scene Understanding},
abstract = {This paper presents a simplified, introductory view of how
visual attention may contribute to and integrate within the broader
framework of visual scene understanding. Several key components are
identified which cooperate with attention during the analysis of
complex dynamic visual inputs, namely rapid computation of scene gist
and layout, localized object recognition and tracking at attended
locations, working memory that holds a representation of currently
relevant targets, and long-term memory of known world entities and
their inter-relationships. Evidence from neurobiology and
psychophysics is provided to support the proposed architecture.},
booktitle = {Neurobiology of Attention},
editor = {L. Itti and G. Rees and J. K. Tsotsos},
publisher = {Elsevier},
address = {San Diego, CA},
year = {2005},
month = {Jan},
pages = {197-203},
type = {bu;td;psy;mod;sc},
file = { http://iLab.usc.edu/publications/doc/Navalpakkam_etal05noa.pdf }
}
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{"_id":{"_str":"5298a1a19eb585cc260008f6"},"__v":0,"authorIDs":[],"author_short":["Navalpakkam, V.","Arbib, M.<nbsp>A.","Itti, L."],"bibbaseid":"navalpakkam-arbib-itti-attentionandsceneunderstanding-2005","bibdata":{"html":"<div class=\"bibbase_paper\"> \n\n\n<span class=\"bibbase_paper_titleauthoryear\">\n\t<span class=\"bibbase_paper_title\"><a name=\"Navalpakkam_etal05noa\"> </a>Attention and Scene Understanding.</span>\n\t<span class=\"bibbase_paper_author\">\nNavalpakkam, V.; Arbib, M. A.; and Itti, L.</span>\n\t<!-- <span class=\"bibbase_paper_year\">2005</span>. -->\n</span>\n\nIn\nItti, L.; Rees, G.; and Tsotsos, J. K., editor, <i>Neurobiology of Attention</i>, page 197-203.\nElsevier, San Diego, CA, Jan 2005.\n\n\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content\">\n \n \n \n <a href=\"javascript:showBib('Navalpakkam_etal05noa')\"\n class=\"bibbase link\">\n <!-- <img src=\"http://www.bibbase.org/img/filetypes/bib.png\" -->\n\t<!-- alt=\"Attention and Scene Understanding [bib]\" -->\n\t<!-- class=\"bibbase_icon\" -->\n\t<!-- style=\"width: 24px; height: 24px; border: 0px; vertical-align: text-top\"><span class=\"bibbase_icon_text\">Bibtex</span> -->\n BibTeX\n <i class=\"fa fa-caret-down\"></i></a>\n \n \n \n <a class=\"bibbase_abstract_link bibbase link\"\n href=\"javascript:showAbstract('Navalpakkam_etal05noa')\">\n Abstract\n <i class=\"fa fa-caret-down\"></i></a>\n \n \n \n\n \n \n \n</span>\n\n<div class=\"well well-small bibbase\" id=\"bib_Navalpakkam_etal05noa\"\n style=\"display:none\">\n <pre>@incollection{ Navalpakkam_etal05noa,\n author = {V. Navalpakkam and M. A. Arbib and L. Itti},\n title = {Attention and Scene Understanding},\n abstract = {This paper presents a simplified, introductory view of how\nvisual attention may contribute to and integrate within the broader\nframework of visual scene understanding. Several key components are\nidentified which cooperate with attention during the analysis of\ncomplex dynamic visual inputs, namely rapid computation of scene gist\nand layout, localized object recognition and tracking at attended\nlocations, working memory that holds a representation of currently\nrelevant targets, and long-term memory of known world entities and\ntheir inter-relationships. Evidence from neurobiology and\npsychophysics is provided to support the proposed architecture.},\n booktitle = {Neurobiology of Attention},\n editor = {L. Itti and G. Rees and J. K. Tsotsos},\n publisher = {Elsevier},\n address = {San Diego, CA},\n year = {2005},\n month = {Jan},\n pages = {197-203},\n type = {bu;td;psy;mod;sc},\n file = { http://iLab.usc.edu/publications/doc/Navalpakkam_etal05noa.pdf }\n}</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" id=\"abstract_Navalpakkam_etal05noa\"\n style=\"display:none\">\n This paper presents a simplified, introductory view of how visual attention may contribute to and integrate within the broader framework of visual scene understanding. Several key components are identified which cooperate with attention during the analysis of complex dynamic visual inputs, namely rapid computation of scene gist and layout, localized object recognition and tracking at attended locations, working memory that holds a representation of currently relevant targets, and long-term memory of known world entities and their inter-relationships. Evidence from neurobiology and psychophysics is provided to support the proposed architecture.\n</div>\n\n\n</div>\n","downloads":0,"bibbaseid":"navalpakkam-arbib-itti-attentionandsceneunderstanding-2005","role":"author","year":"2005","type":"bu;td;psy;mod;sc","title":"Attention and Scene Understanding","publisher":"Elsevier","pages":"197-203","month":"Jan","key":"Navalpakkam_etal05noa","id":"Navalpakkam_etal05noa","file":"http://iLab.usc.edu/publications/doc/Navalpakkam_etal05noa.pdf","editor_short":["Itti, L.","Rees, G.","Tsotsos, J.<nbsp>K."],"editor":["Itti, L.","Rees, G.","Tsotsos, J. K."],"booktitle":"Neurobiology of Attention","bibtype":"incollection","bibtex":"@incollection{ Navalpakkam_etal05noa,\n author = {V. Navalpakkam and M. A. Arbib and L. Itti},\n title = {Attention and Scene Understanding},\n abstract = {This paper presents a simplified, introductory view of how\nvisual attention may contribute to and integrate within the broader\nframework of visual scene understanding. Several key components are\nidentified which cooperate with attention during the analysis of\ncomplex dynamic visual inputs, namely rapid computation of scene gist\nand layout, localized object recognition and tracking at attended\nlocations, working memory that holds a representation of currently\nrelevant targets, and long-term memory of known world entities and\ntheir inter-relationships. Evidence from neurobiology and\npsychophysics is provided to support the proposed architecture.},\n booktitle = {Neurobiology of Attention},\n editor = {L. Itti and G. Rees and J. K. Tsotsos},\n publisher = {Elsevier},\n address = {San Diego, CA},\n year = {2005},\n month = {Jan},\n pages = {197-203},\n type = {bu;td;psy;mod;sc},\n file = { http://iLab.usc.edu/publications/doc/Navalpakkam_etal05noa.pdf }\n}","author_short":["Navalpakkam, V.","Arbib, M.<nbsp>A.","Itti, L."],"author":["Navalpakkam, V.","Arbib, M. A.","Itti, L."],"address":"San Diego, CA","abstract":"This paper presents a simplified, introductory view of how visual attention may contribute to and integrate within the broader framework of visual scene understanding. Several key components are identified which cooperate with attention during the analysis of complex dynamic visual inputs, namely rapid computation of scene gist and layout, localized object recognition and tracking at attended locations, working memory that holds a representation of currently relevant targets, and long-term memory of known world entities and their inter-relationships. 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