{"id":"https://openalex.org/W2529352303","doi":"https://doi.org/10.1109/tcsvt.2016.2615538","title":"Globality\u2013Locality-Based Consistent Discriminant Feature Ensemble for Multicamera Tracking","display_name":"Globality\u2013Locality-Based Consistent Discriminant Feature Ensemble for Multicamera Tracking","publication_year":2016,"publication_date":"2016-10-05","ids":{"openalex":"https://openalex.org/W2529352303","doi":"https://doi.org/10.1109/tcsvt.2016.2615538","mag":"2529352303"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2016.2615538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2016.2615538","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":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01849546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018970672","display_name":"K. Nithin","orcid":"https://orcid.org/0000-0001-8731-8545"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Kanishka Nithin","raw_affiliation_strings":["INRIA Sophia Antipolis M\u00e9diterran\u00e9e, Sophia Antipolis, France","STARS - Spatio-Temporal Activity Recognition Systems (2004 route des Lucioles BP 93 06902 Sophia Antipolis - France)"],"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis M\u00e9diterran\u00e9e, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210106545","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"STARS - Spatio-Temporal Activity Recognition Systems (2004 route des Lucioles BP 93 06902 Sophia Antipolis - France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113634413","display_name":"Francois Bremond","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Bremond","raw_affiliation_strings":["INRIA Sophia Antipolis M\u00e9diterran\u00e9e, Sophia Antipolis, France","STARS - Spatio-Temporal Activity Recognition Systems (2004 route des Lucioles BP 93 06902 Sophia Antipolis - France)"],"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis M\u00e9diterran\u00e9e, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4210106545","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"STARS - Spatio-Temporal Activity Recognition Systems (2004 route des Lucioles BP 93 06902 Sophia Antipolis - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018970672"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210106545"],"apc_list":null,"apc_paid":null,"fwci":0.334,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.66793092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"27","issue":"3","first_page":"431","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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":0.9994999766349792,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9958000183105469,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9833999872207642,"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/computer-science","display_name":"Computer science","score":0.7975748777389526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6893784999847412},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.477830171585083},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.4552229642868042},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4543071389198303},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4387272000312805},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4384024441242218},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42635378241539},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4219788610935211},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35492968559265137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3462994694709778},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.16909745335578918},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1367831528186798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7975748777389526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6893784999847412},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.477830171585083},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.4552229642868042},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4543071389198303},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4387272000312805},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4384024441242218},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42635378241539},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4219788610935211},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35492968559265137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3462994694709778},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.16909745335578918},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1367831528186798},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2016.2615538","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2016.2615538","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:oai:HAL:hal-01849546v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01849546","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27 (3), pp.431 - 440. ⟨10.1109/TCSVT.2016.2615538⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01849546v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01849546","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27 (3), pp.431 - 440. ⟨10.1109/TCSVT.2016.2615538⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1719370867","display_name":null,"funder_award_id":"ANR-13-SECU-0005-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1685464609","https://openalex.org/W1971629813","https://openalex.org/W1988982485","https://openalex.org/W2016135469","https://openalex.org/W2034534568","https://openalex.org/W2054442036","https://openalex.org/W2079125893","https://openalex.org/W2082716591","https://openalex.org/W2084652104","https://openalex.org/W2109227373","https://openalex.org/W2111644456","https://openalex.org/W2119958205","https://openalex.org/W2124088578","https://openalex.org/W2124781496","https://openalex.org/W2142632156","https://openalex.org/W2150000644","https://openalex.org/W2152813046","https://openalex.org/W2168715542","https://openalex.org/W2222512263","https://openalex.org/W2536397232","https://openalex.org/W2537515364","https://openalex.org/W6637461618","https://openalex.org/W6729161146"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W2378211422","https://openalex.org/W4206560911","https://openalex.org/W1970611213"],"abstract_inverted_index":{"Spatiotemporal":[0],"data":[1,236],"association":[2,39,54],"and":[3,17,43,47,53,81,84,124,132,135,159,192,214],"fusion":[4],"is":[5,21,28,117,138,197,219],"a":[6,12,33,118,146,234],"well-known":[7],"NP-hard":[8],"problem":[9],"even":[10,106,181],"in":[11,32,188,211],"small":[13],"number":[14],"of":[15,45,86,152,179,225],"cameras":[16],"frames.":[18],"Although":[19],"it":[20],"difficult":[22],"to":[23,59,103],"be":[24],"tractable,":[25],"solving":[26],"them":[27],"pivotal":[29],"for":[30,167,199],"tracking":[31,72,189],"multicamera":[34,70],"network.":[35],"Most":[36],"approaches":[37],"model":[38],"maladaptively":[40],"toward":[41],"properties":[42,85],"contents":[44,83],"video,":[46],"hence":[48],"they":[49],"produce":[50],"suboptimal":[51],"associations":[52],"errors":[55],"propagate":[56],"over":[57,190],"time":[58,101,113,191],"adversely":[60],"affect":[61],"fusion.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,206,215,232],"present":[67],"an":[68],"online":[69],"multitarget":[71],"framework":[73],"that":[74,91,196,218],"performs":[75],"adaptive":[76],"tracklet":[77],"correspondence":[78,105],"by":[79,129,140],"analyzing":[80],"understanding":[82],"video.":[87,170],"Unlike":[88],"other":[89],"methods":[90],"work":[92],"only":[93],"on":[94,122,204,208,220,230],"synchronous":[95],"videos,":[96],"our":[97],"approach":[98],"uses":[99],"dynamic":[100],"warping":[102],"establish":[104],"if":[107],"videos":[108],"have":[109],"linear":[110],"or":[111],"nonlinear":[112],"asynchronous":[114],"relationship.":[115],"Association":[116],"two-stage":[119],"process":[120],"based":[121],"geometric":[123],"appearance":[125],"descriptor":[126],"space":[127],"ranked":[128],"their":[130],"inter-":[131],"intra-camera":[133],"consistency":[134],"discriminancy.":[136],"Fusion":[137],"reinforced":[139],"weighting":[141],"the":[142,176,223,226],"associated":[143],"tracklets":[144],"with":[145,222],"confidence":[147],"score":[148],"calculated":[149],"using":[150],"reliability":[151],"individual":[153],"camera":[154],"tracklets.":[155],"Our":[156,171],"robust":[157],"ranking":[158],"election":[160],"learning":[161],"algorithm":[162],"dynamically":[163],"selects":[164],"appropriate":[165],"features":[166],"any":[168],"given":[169,175],"method":[172],"establishes":[173],"that,":[174],"right":[177],"ensemble":[178],"features,":[180],"computationally":[182],"efficient":[183],"optimization":[184],"yields":[185],"better":[186],"accuracy":[187],"provides":[193],"faster":[194],"convergence":[195],"suitable":[198],"real-time":[200],"application.":[201],"For":[202,228],"evaluation":[203],"RGB,":[205],"benchmark":[207],"multiple":[209],"sequences":[210],"PETS":[212],"2009":[213],"achieve":[216],"performance":[217],"par":[221],"state":[224],"art.":[227],"evaluating":[229],"RGB-D,":[231],"built":[233],"new":[235],"set.":[237]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-10-14T00:00:00"}