{"id":"https://openalex.org/W2016830452","doi":"https://doi.org/10.5244/c.26.48","title":"Structured Learning for Multiple Object Tracking","display_name":"Structured Learning for Multiple Object Tracking","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2016830452","doi":"https://doi.org/10.5244/c.26.48","mag":"2016830452"},"language":"en","primary_location":{"id":"doi:10.5244/c.26.48","is_oa":false,"landing_page_url":"https://doi.org/10.5244/c.26.48","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedings of the British Machine Vision Conference 2012","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038467727","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0003-0552-6194"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wang Yan","raw_affiliation_strings":["Rutgers, University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers, University","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008074360","display_name":"Xiaoye Han","orcid":"https://orcid.org/0000-0002-5268-7348"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoye Han","raw_affiliation_strings":["Rutgers, University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers, University","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020368096","display_name":"Vladimir Pavlovi\u0107","orcid":"https://orcid.org/0000-0003-3979-1236"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Pavlovic","raw_affiliation_strings":["Rutgers, University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers, University","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"48.1","last_page":"48.12"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7552822828292847},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7389945983886719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.730712890625},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.7109537124633789},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7019946575164795},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5807375311851501},{"id":"https://openalex.org/keywords/active-appearance-model","display_name":"Active appearance model","score":0.5731054544448853},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5509709715843201},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5496752858161926},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5274258852005005},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.5118061900138855},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4834388196468353},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4240139126777649},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.4155849814414978},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.3387082815170288},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17570525407791138}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7552822828292847},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7389945983886719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.730712890625},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.7109537124633789},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7019946575164795},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5807375311851501},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.5731054544448853},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5509709715843201},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5496752858161926},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5274258852005005},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.5118061900138855},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4834388196468353},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4240139126777649},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.4155849814414978},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.3387082815170288},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17570525407791138},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5244/c.26.48","is_oa":false,"landing_page_url":"https://doi.org/10.5244/c.26.48","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedings of the British Machine Vision Conference 2012","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1601728199","https://openalex.org/W1807914171","https://openalex.org/W1840672702","https://openalex.org/W2009593947","https://openalex.org/W2033421762","https://openalex.org/W2049963988","https://openalex.org/W2098941887","https://openalex.org/W2109579504","https://openalex.org/W2121193292","https://openalex.org/W2122469558","https://openalex.org/W2124541566","https://openalex.org/W2132103241","https://openalex.org/W2139047213","https://openalex.org/W2143715815","https://openalex.org/W2429914308","https://openalex.org/W2613779721"],"related_works":["https://openalex.org/W4384788979","https://openalex.org/W2511178891","https://openalex.org/W178060743","https://openalex.org/W2038525722","https://openalex.org/W2909390414","https://openalex.org/W2126676984","https://openalex.org/W2954509079","https://openalex.org/W57279572","https://openalex.org/W2141888607","https://openalex.org/W2753886513"],"abstract_inverted_index":{"Adaptive":[0],"tracking-by-detection":[1,99],"methods":[2,48],"use":[3],"previous":[4],"tracking":[5,51,214],"results":[6],"to":[7,21,69,124,141,149,199,207,246],"generate":[8],"a":[9,53,194,217,248,261],"new":[10],"training":[11],"set":[12,218,232],"for":[13,101,114,201],"object":[14,24,55,67,163,213,258],"appearance,":[15],"and":[16,110,132,148,229],"update":[17],"the":[18,23,40,83,87,143,155,172,178,184,230,254],"current":[19],"model":[20,152,249],"predict":[22],"location":[25,259],"in":[26,39,94,108,120,161,193,260],"subsequent":[27],"frames.":[28,43],"Such":[29],"approaches":[30],"are":[31,122,139,205],"typically":[32],"bootstarpped":[33],"by":[34,105,227,268],"manual":[35],"or":[36,56,86,170],"semi-automatic":[37],"initialization":[38],"first":[41],"several":[42,65],"However,":[44],"most":[45],"adaptive":[46,98],"tracking-bydetection":[47],"focus":[49],"on":[50],"of":[52,145,219,233,256],"single":[54,66,212],"multiple":[57,71,102,126,162],"unrelated":[58],"objects.":[59],"Although":[60],"one":[61],"can":[62,157],"trivially":[63],"engage":[64],"trackers":[68],"track":[70],"objects,":[72,103],"such":[73,252],"solution":[74],"is":[75],"frequently":[76],"suboptimal":[77],"because":[78],"it":[79],"does":[80],"not":[81],"utilize":[82],"inter-object":[84,190],"constraints":[85,113,138,176],"obejct":[88],"layout":[89,133],"information":[90],"[2].":[91,111],"We":[92],"propose":[93],"this":[95],"paper":[96],"an":[97],"method":[100,156],"inspired":[104],"recent":[106],"work":[107],"[1]":[109,121],"The":[112,189],"structured":[115,243],"Support":[116],"Vector":[117],"Machine":[118],"(SVM)":[119],"modified":[123],"localize":[125],"objects":[127,147,168],"simultaneously":[128],"with":[129],"both":[130],"appearance":[131],"information.":[134],"Moreover,":[135],"additional":[136],"binary":[137,175],"introduced":[140],"detect":[142],"existences":[144],"respective":[146],"prevent":[150],"possible":[151],"drift.":[153],"Thus":[154],"handle":[158],"frequent":[159],"occlusion":[160],"tracking,":[164],"as":[165,167],"well":[166],"entering":[169],"leaving":[171],"scene.":[173],"Those":[174],"make":[177],"optimization":[179],"problem":[180],"significantly":[181],"different":[182],"from":[183],"original":[185],"Structured":[186],"SVM":[187,244],"[3].":[188],"constraints,":[191],"embedded":[192],"linear":[195],"programming":[196],"technique":[197],"similar":[198],"[2]":[200],"optimal":[202],"position":[203],"assignment,":[204],"applied":[206],"diminish":[208],"false":[209],"detections.":[210],"In":[211],"case,":[215],"given":[216],"frames":[220],"{x1,x2,":[221],".":[222,223,224,239,240,241],",xn}":[225],"indexed":[226],"time,":[228],"corresponding":[231],"labeling,":[234],"i.e.":[235],"bounding":[236],"box,":[237],"{y1,y2,":[238],",yn},":[242],"tries":[245],"find":[247],"f":[250,270],"(x,y),":[251],"that":[253],"task":[255],"predicting":[257],"testing":[262],"frame":[263],"x":[264],"could":[265],"be":[266],"conquered":[267],"maximizing:":[269],"(x,y)":[271],"=":[272],"\u3008w,\u03a8(x|y)\u3009,":[273],"(1)":[274]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
