{"id":"https://openalex.org/W2077583047","doi":"https://doi.org/10.1109/tcsvt.2012.2203201","title":"A Bayesian Approach on People Localization in Multicamera Systems","display_name":"A Bayesian Approach on People Localization in Multicamera Systems","publication_year":2012,"publication_date":"2012-06-06","ids":{"openalex":"https://openalex.org/W2077583047","doi":"https://doi.org/10.1109/tcsvt.2012.2203201","mag":"2077583047"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2012.2203201","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.sztaki.hu/7505/1/Utasi_105_1923056_ny.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056300623","display_name":"\u00c1kos Utasi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"funder","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"\u00c1kos Utasi","raw_affiliation_strings":["Distrib. Events Anal. Res. Lab., Comput. & Autom. Res. Inst., Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Distrib. Events Anal. Res. Lab., Comput. & Autom. Res. Inst., Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044638075","display_name":"Csaba Benedek","orcid":"https://orcid.org/0000-0003-3203-0741"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"funder","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Csaba Benedek","raw_affiliation_strings":["Distrib. Events Anal. Res. Lab., Comput. & Autom. Res. Inst., Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Distrib. Events Anal. Res. Lab., Comput. & Autom. Res. Inst., Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.559,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":36,"citation_normalized_percentile":{"value":0.940801,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":"23","issue":"1","first_page":"105","last_page":"115"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9993,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9982,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6462302},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5049866}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6879046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.686651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676126},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6462302},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5077968},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5049866},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46418968},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4626556},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46030098},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.43865934},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.43119237},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22208399},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2012.2203201","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://eprints.sztaki.hu/7505/","pdf_url":"https://eprints.sztaki.hu/7505/1/Utasi_105_1923056_ny.pdf","source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":["Hungarian Academy of Sciences"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://eprints.sztaki.hu/7505/","pdf_url":"https://eprints.sztaki.hu/7505/1/Utasi_105_1923056_ny.pdf","source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":["Hungarian Academy of Sciences"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.53,"id":"https://metadata.un.org/sdg/11"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W1429578616","https://openalex.org/W1495071496","https://openalex.org/W1556691776","https://openalex.org/W1582696231","https://openalex.org/W1599620299","https://openalex.org/W1968681644","https://openalex.org/W1995903777","https://openalex.org/W2004972618","https://openalex.org/W2020999234","https://openalex.org/W2049633694","https://openalex.org/W2056834257","https://openalex.org/W2067111189","https://openalex.org/W2076858823","https://openalex.org/W2083342768","https://openalex.org/W2111918405","https://openalex.org/W2117610950","https://openalex.org/W2122243179","https://openalex.org/W2124535811","https://openalex.org/W2134148744","https://openalex.org/W2148178774","https://openalex.org/W2150634088","https://openalex.org/W2158479016","https://openalex.org/W2158634074","https://openalex.org/W2161932890","https://openalex.org/W2170296202","https://openalex.org/W2222512263"],"related_works":["https://openalex.org/W4390494008","https://openalex.org/W4295532600","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W2090985514","https://openalex.org/W2085033728","https://openalex.org/W2067569035","https://openalex.org/W2063823869","https://openalex.org/W2047973478","https://openalex.org/W1647606319"],"abstract_inverted_index":{"In":[0],"this":[1,112],"paper,":[2],"we":[3,114,147],"introduce":[4],"a":[5,89,116,128,149,159,189,199],"Bayesian":[6],"approach":[7,178],"on":[8,23,181],"multiple":[9,54],"people":[10,68],"localization":[11],"in":[12,69,121],"multicamera":[13],"systems.":[14],"First,":[15],"pixel-level":[16],"features":[17,51],"are":[18,21,57,167,220],"extracted,":[19],"which":[20,132,155],"based":[22],"physical":[24],"properties":[25],"of":[26,41,67,85,91,98,144,151,204,227],"the":[27,36,42,53,63,70,77,83,92,95,99,106,122,134,142,145,205,225],"2-D":[28],"image":[29],"formation":[30],"process,":[31],"and":[32,38,46,65,186,216,222],"provide":[33],"information":[34],"about":[35],"head":[37],"leg":[39,78],"positions":[40],"pedestrians,":[43],"distinguishing":[44],"standing":[45],"walking":[47],"people,":[48,146],"respectively.":[49],"Then,":[50],"from":[52,101],"camera":[55],"views":[56],"fused":[58],"to":[59,188],"create":[60,115],"evidence":[61,74],"for":[62],"location":[64],"height":[66],"ground":[71,201],"plane.":[72],"This":[73],"accurately":[75],"estimates":[76],"position":[79,143],"even":[80],"if":[81],"either":[82],"area":[84,108],"interest":[86],"is":[87,109,156,179,209],"only":[88],"part":[90],"scene":[93],"or":[94],"overlap":[96],"ratio":[97],"silhouettes":[100],"irrelevant":[102],"outside":[103],"motions":[104],"with":[105],"monitored":[107],"significant.":[110],"Using":[111],"information,":[113],"3-D":[117,152,200],"object":[118],"configuration":[119,165],"model":[120],"real":[123,206],"world.":[124],"We":[125],"also":[126],"utilize":[127],"prior":[129],"geometrical":[130],"constraint,":[131],"describes":[133],"possible":[135],"interactions":[136],"between":[137],"two":[138,182,212],"pedestrians.":[139],"To":[140,193],"approximate":[141],"use":[148],"population":[150],"cylinder":[153],"objects,":[154],"realized":[157],"by":[158,169],"marked":[160],"point":[161],"process.":[162],"The":[163,176],"final":[164],"results":[166],"obtained":[168],"an":[170],"iterative":[171],"stochastic":[172],"energy":[173],"optimization":[174],"algorithm.":[175],"proposed":[177,221,229],"evaluated":[180,223],"publicly":[183],"available":[184],"datasets,":[185],"compared":[187],"recent":[190],"state-of-the-art":[191],"technique.":[192],"obtain":[194],"relevant":[195],"quantitative":[196],"test":[197],"results,":[198],"truth":[202],"annotation":[203],"pedestrian":[207],"locations":[208],"prepared,":[210],"while":[211],"different":[213],"error":[214],"metrics":[215],"various":[217],"parameter":[218],"settings":[219],"showing":[224],"advantages":[226],"our":[228],"model.":[230]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2077583047","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2}],"updated_date":"2025-04-18T19:45:40.271947","created_date":"2016-06-24"}