{"id":"https://openalex.org/W2018227468","doi":"https://doi.org/10.1109/icip.2012.6467182","title":"Multi-target tracking by discriminative analysis on Riemannian manifold","display_name":"Multi-target tracking by discriminative analysis on Riemannian manifold","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2018227468","doi":"https://doi.org/10.1109/icip.2012.6467182","mag":"2018227468"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2012.6467182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2012.6467182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 19th IEEE International Conference on Image Processing","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-00703633","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045511536","display_name":"S\u0142awomir B\u0105k","orcid":"https://orcid.org/0000-0001-6630-8874"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Slawomir Bak","raw_affiliation_strings":["INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210150884","https://openalex.org/I4210106545"]},{"raw_affiliation_string":"STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109848129","display_name":"Duc-Phu Chau","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Duc-Phu Chau","raw_affiliation_strings":["INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210150884","https://openalex.org/I4210106545"]},{"raw_affiliation_string":"STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039284773","display_name":"Julien Badie","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Badie","raw_affiliation_strings":["INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210150884","https://openalex.org/I4210106545"]},{"raw_affiliation_string":"STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028820171","display_name":"Etienne Corv\u00e9e","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Etienne Corvee","raw_affiliation_strings":["INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210150884","https://openalex.org/I4210106545"]},{"raw_affiliation_string":"STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037298642","display_name":"Fran\u00e7ois Br\u00e9mond","orcid":"https://orcid.org/0000-0003-2988-2142"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Bremond","raw_affiliation_strings":["INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210150884","https://openalex.org/I4210106545"]},{"raw_affiliation_string":"STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045859215","display_name":"Monique Thonnat","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210150884","display_name":"Fondation Sophia Antipolis","ror":"https://ror.org/05nkcfv27","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210150884"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Monique Thonnat","raw_affiliation_strings":["INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, STARS group, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210150884","https://openalex.org/I4210106545"]},{"raw_affiliation_string":"STARS Group, INRIA Sophia Antipolis, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9435,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87476198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1605","last_page":"1608"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9941999912261963,"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/T11448","display_name":"Face recognition and analysis","score":0.9941999912261963,"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/discriminative-model","display_name":"Discriminative model","score":0.9381084442138672},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8085229396820068},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6695735454559326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6071109771728516},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5959337949752808},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5796760320663452},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5566313862800598},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5464460253715515},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5177316069602966},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.48902949690818787},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.40617334842681885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3260859251022339},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09361532330513}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9381084442138672},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8085229396820068},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6695735454559326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6071109771728516},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5959337949752808},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5796760320663452},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5566313862800598},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5464460253715515},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5177316069602966},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.48902949690818787},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.40617334842681885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3260859251022339},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09361532330513},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icip.2012.6467182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2012.6467182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 19th IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.247.2685","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.247.2685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.inria.fr/hal-00703633/PDF/ICIP_final.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00703633v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-00703633","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":"ICIP - International Conference on Image Processing - 2012, Sep 2012, Orlando, United States. pp.1-4","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00703633v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-00703633","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":"ICIP - International Conference on Image Processing - 2012, Sep 2012, Orlando, United States. pp.1-4","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W31747966","https://openalex.org/W1987118352","https://openalex.org/W2068791026","https://openalex.org/W2087708972","https://openalex.org/W2112183162","https://openalex.org/W2122088301","https://openalex.org/W2122469558","https://openalex.org/W2132200263","https://openalex.org/W2147212561","https://openalex.org/W2150000644","https://openalex.org/W2171932356","https://openalex.org/W2586849258","https://openalex.org/W4250735956","https://openalex.org/W6667400085","https://openalex.org/W6677999991","https://openalex.org/W6678185843","https://openalex.org/W6681592174","https://openalex.org/W6685202850"],"related_works":["https://openalex.org/W2012200063","https://openalex.org/W4285271403","https://openalex.org/W2542007731","https://openalex.org/W2968379562","https://openalex.org/W2091015105","https://openalex.org/W4388689193","https://openalex.org/W2110899030","https://openalex.org/W29633852","https://openalex.org/W2985362983","https://openalex.org/W4327670844"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3],"problem":[4],"of":[5],"multi-target":[6],"tracking":[7,42,45,92],"in":[8,93],"crowded":[9],"scenes":[10],"from":[11,36],"a":[12,40,52,69,94],"single":[13,95],"camera.":[14],"We":[15,61],"propose":[16],"an":[17],"algorithm":[18],"for":[19,24,91,99],"learning":[20],"discriminative":[21,66,79],"appearance":[22,28],"models":[23,29],"different":[25],"targets.":[26],"These":[27],"are":[30],"based":[31],"on":[32,47,68],"covariance":[33],"descriptor":[34],"extracted":[35],"tracklets":[37,63],"given":[38],"by":[39,51,64,76],"short-term":[41],"algorithm.":[43],"Short-term":[44],"relies":[46],"object":[48,101],"descriptors":[49],"tuned":[50],"controller":[53],"which":[54],"copes":[55],"with":[56],"context":[57],"variation":[58],"over":[59],"time.":[60],"link":[62],"using":[65],"analysis":[67],"Riemannian":[70],"manifold.":[71],"Our":[72],"evaluation":[73],"shows":[74],"that":[75],"applying":[77],"this":[78],"analysis,":[80],"we":[81],"can":[82],"reduce":[83],"false":[84],"alarms":[85],"and":[86],"identity":[87],"switches,":[88],"not":[89],"only":[90],"camera":[96],"but":[97],"also":[98],"matching":[100],"appearances":[102],"between":[103],"non-overlapping":[104],"cameras.":[105]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}