{"id":"https://openalex.org/W2760447760","doi":"https://doi.org/10.1109/tcsvt.2017.2755038","title":"MSMCT: Multi-State Multi-Camera Tracker","display_name":"MSMCT: Multi-State Multi-Camera Tracker","publication_year":2017,"publication_date":"2017-09-21","ids":{"openalex":"https://openalex.org/W2760447760","doi":"https://doi.org/10.1109/tcsvt.2017.2755038","mag":"2760447760"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2017.2755038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2017.2755038","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_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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058274549","display_name":"Behzad Bozorgtabar","orcid":"https://orcid.org/0000-0002-5759-4896"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Behzad Bozorgtabar","raw_affiliation_strings":["Vision and Sensing, Human-Centred Technology Research Centre, University of Canberra, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5759-4896","affiliations":[{"raw_affiliation_string":"Vision and Sensing, Human-Centred Technology Research Centre, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046144886","display_name":"Roland Goecke","orcid":"https://orcid.org/0000-0003-2279-7041"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roland Goecke","raw_affiliation_strings":["Vision and Sensing, Human-Centred Technology Research Centre, University of Canberra, Canberra, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2279-7041","affiliations":[{"raw_affiliation_string":"Vision and Sensing, Human-Centred Technology Research Centre, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188329596"],"apc_list":null,"apc_paid":null,"fwci":0.0902,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.46821614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"12","first_page":"3361","last_page":"3376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.734843373298645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7021492719650269},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6871938705444336},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6012872457504272},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5565179586410522},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4914320707321167},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.4625195264816284},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45026731491088867},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44748151302337646},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4317556917667389},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32258665561676025},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2069840431213379}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.734843373298645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7021492719650269},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6871938705444336},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6012872457504272},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5565179586410522},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4914320707321167},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.4625195264816284},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45026731491088867},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44748151302337646},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4317556917667389},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32258665561676025},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2069840431213379},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2017.2755038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2017.2755038","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_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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:tle:a3cae5f9-94d2-433b-a7bc-0face6c4abc6:1f071524-0ffb-45dd-b0fd-e2ac8222ffc2:1","is_oa":false,"landing_page_url":"http://www.canberra.edu.au/researchrepository/items/a3cae5f9-94d2-433b-a7bc-0face6c4abc6/1/","pdf_url":null,"source":{"id":"https://openalex.org/S7407050591","display_name":"University of Canberra Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W58749160","https://openalex.org/W760855798","https://openalex.org/W1491879279","https://openalex.org/W1520531117","https://openalex.org/W1602182271","https://openalex.org/W1772361843","https://openalex.org/W1920142129","https://openalex.org/W1921895346","https://openalex.org/W1963861389","https://openalex.org/W1966136723","https://openalex.org/W1973812812","https://openalex.org/W1982925187","https://openalex.org/W1990802205","https://openalex.org/W1997520974","https://openalex.org/W2002658919","https://openalex.org/W2016135469","https://openalex.org/W2034279622","https://openalex.org/W2046835352","https://openalex.org/W2080479141","https://openalex.org/W2082716591","https://openalex.org/W2083049794","https://openalex.org/W2084652104","https://openalex.org/W2103824663","https://openalex.org/W2110119381","https://openalex.org/W2111644456","https://openalex.org/W2124781496","https://openalex.org/W2126141220","https://openalex.org/W2130258433","https://openalex.org/W2132200263","https://openalex.org/W2134529534","https://openalex.org/W2135841119","https://openalex.org/W2146688665","https://openalex.org/W2147736645","https://openalex.org/W2149167202","https://openalex.org/W2158634074","https://openalex.org/W2164918853","https://openalex.org/W2165742335","https://openalex.org/W2168356304","https://openalex.org/W2171243491","https://openalex.org/W2219554887","https://openalex.org/W2225887246","https://openalex.org/W2231241690","https://openalex.org/W2247489218","https://openalex.org/W2312825404","https://openalex.org/W2570343428","https://openalex.org/W2767620861","https://openalex.org/W2951433694","https://openalex.org/W6631401761","https://openalex.org/W6636160605","https://openalex.org/W6688997287","https://openalex.org/W6690970616","https://openalex.org/W6842594352"],"related_works":["https://openalex.org/W3036550512","https://openalex.org/W4286251267","https://openalex.org/W2184592249","https://openalex.org/W2157700924","https://openalex.org/W4379013374","https://openalex.org/W3015973434","https://openalex.org/W2592096661","https://openalex.org/W2086383524","https://openalex.org/W2396101943","https://openalex.org/W3126660769"],"abstract_inverted_index":{"Visual":[0],"tracking":[1,21,67,186],"of":[2,25,57,79,93,169,174,204,212],"multiple":[3,148],"persons":[4],"simultaneously":[5],"is":[6,47,101,130,142,153],"an":[7,77],"important":[8],"tool":[9],"for":[10,134],"group":[11],"behaviour":[12],"analysis.":[13],"In":[14,73,103],"this":[15],"paper,":[16],"we":[17,75,105],"demonstrate":[18],"that":[19,164,215],"multi-target":[20],"in":[22,31,89,161,189],"a":[23,32,84,209],"network":[24],"non-overlapping":[26,185],"cameras":[27,46],"can":[28],"be":[29,145],"formulated":[30],"framework,":[33],"where":[34,60],"the":[35,55,61,65,80,91,107,112,119,125,135,157,166,170,175,216],"association":[36],"among":[37,115],"all":[38],"given":[39],"target":[40,81,95,140],"hypotheses":[41],"both":[42],"within":[43],"and":[44,138,197],"between":[45],"performed":[48],"simultaneously.":[49],"Our":[50],"approach":[51,177,218],"helps":[52],"to":[53,98,110,144,155],"overcome":[54],"fragility":[56],"multi-camera-based":[58],"tracking,":[59],"performance":[62,173],"relies":[63],"on":[64,118,182,208],"single-camera":[66],"results":[68,203],"obtained":[69],"at":[70],"input":[71],"level.":[72],"particular,":[74],"formulate":[76],"estimation":[78],"states":[82,168],"as":[83,194],"multi-state":[85],"graph":[86],"optimization":[87,158],"problem,":[88,159],"which":[90,190],"likelihood":[92],"each":[94,139],"hypothesis":[96],"belonging":[97],"different":[99],"identities":[100],"modeled.":[102],"addition,":[104],"learn":[106],"target-specific":[108],"model":[109],"improve":[111],"similarity":[113],"measure":[114],"targets":[116,127],"based":[117],"appearance":[120],"cues.":[121],"We":[122],"also":[123],"handle":[124],"occluded":[126],"when":[128],"there":[129],"no":[131],"reliable":[132],"evidence":[133],"target's":[136],"presence":[137],"trajectory":[141],"expected":[143],"fragmented":[146],"into":[147],"tracks.":[149],"An":[150],"iterative":[151],"procedure":[152],"proposed":[154,176,217],"solve":[156],"resulting":[160],"final":[162],"trajectories":[163],"reveal":[165],"true":[167],"targets.":[171],"The":[172,202],"has":[178],"been":[179],"extensively":[180],"evaluated":[181],"challenging":[183],"multi-camera":[184],"data":[187],"sets,":[188],"many":[191],"difficulties,":[192],"such":[193],"occlusion,":[195],"viewpoint,":[196],"illumination":[198],"variation,":[199],"are":[200],"present.":[201],"systematic":[205],"experiments":[206],"conducted":[207],"large":[210],"set":[211],"sequences":[213],"show":[214],"outperforms":[219],"several":[220],"state-of-the-art":[221],"trackers.":[222]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
