{"id":"https://openalex.org/W2912095031","doi":"https://doi.org/10.1109/avss.2018.8639152","title":"UNICITY: A depth maps database for people detection in security airlocks","display_name":"UNICITY: A depth maps database for people detection in security airlocks","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2912095031","doi":"https://doi.org/10.1109/avss.2018.8639152","mag":"2912095031"},"language":"en","primary_location":{"id":"doi:10.1109/avss.2018.8639152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2018.8639152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/263121","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019936421","display_name":"Jo\u00ebl Dumoulin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Joel Dumoulin","raw_affiliation_strings":["HumanTech Institute, HES-SO, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"HumanTech Institute, HES-SO, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008714951","display_name":"Olivier Can\u00e9vet","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Olivier Canevet","raw_affiliation_strings":["Idiap Research Institute, Martigny, Switzerland"],"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081010545","display_name":"Michael Villamizar","orcid":"https://orcid.org/0000-0002-2066-6665"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michael Villamizar","raw_affiliation_strings":["Idiap Research Institute, Martigny, Switzerland"],"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064750038","display_name":"Hugo Nunes","orcid":"https://orcid.org/0000-0002-6029-7032"},"institutions":[{"id":"https://openalex.org/I4210135323","display_name":"Fastcom Technology (Switzerland)","ror":"https://ror.org/03nw55154","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210135323"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hugo Nunes","raw_affiliation_strings":["Fastcom Technology SA, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Fastcom Technology SA, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210135323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067556490","display_name":"Omar Abou Khaled","orcid":"https://orcid.org/0000-0002-0178-9037"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Omar Abou Khaled","raw_affiliation_strings":["HumanTech Institute, HES-SO, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"HumanTech Institute, HES-SO, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074717197","display_name":"Elena Mugellini","orcid":"https://orcid.org/0000-0002-0775-0862"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Elena Mugellini","raw_affiliation_strings":["HumanTech Institute, HES-SO, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"HumanTech Institute, HES-SO, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007570660","display_name":"F. Moscheni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135323","display_name":"Fastcom Technology (Switzerland)","ror":"https://ror.org/03nw55154","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210135323"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fabrice Moscheni","raw_affiliation_strings":["Fastcom Technology SA, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Fastcom Technology SA, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210135323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053358969","display_name":"Jean\u2010Marc Odobez","orcid":"https://orcid.org/0000-0002-9537-9898"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jean-Marc Odobez","raw_affiliation_strings":["Idiap Research Institute, Martigny, Switzerland"],"affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5019936421"],"corresponding_institution_ids":["https://openalex.org/I4210109379"],"apc_list":null,"apc_paid":null,"fwci":0.425,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69201378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.6744247674942017},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.602946400642395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5271817445755005},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.47921496629714966},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4456155300140381},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37750592827796936},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3694987893104553},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10028254985809326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6744247674942017},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.602946400642395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5271817445755005},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.47921496629714966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4456155300140381},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37750592827796936},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3694987893104553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10028254985809326},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/avss.2018.8639152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2018.8639152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"},{"id":"pmh:oai:hesso.tind.io:3100","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/3100","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/3100","raw_type":"Text"},{"id":"pmh:oai:infoscience.epfl.ch:263121","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/263121","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:infoscience.epfl.ch:263165","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/263165","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"http://infoscience.epfl.ch/record/263165","raw_type":""}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:263121","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/263121","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1322071649","display_name":null,"funder_award_id":"951911","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1690988560","display_name":null,"funder_award_id":"95191","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G2017605187","display_name":null,"funder_award_id":"H2020 Program","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3542563520","display_name":null,"funder_award_id":"ICT-48-2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4397263494","display_name":null,"funder_award_id":"951911","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5317956557","display_name":null,"funder_award_id":"2020.","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5871011076","display_name":null,"funder_award_id":"ICT-48-2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1531249942","https://openalex.org/W1984250957","https://openalex.org/W1999763082","https://openalex.org/W2031454541","https://openalex.org/W2049338372","https://openalex.org/W2090596809","https://openalex.org/W2102599016","https://openalex.org/W2149700355","https://openalex.org/W2162552554","https://openalex.org/W2294139617","https://openalex.org/W2601159489","https://openalex.org/W2912557166","https://openalex.org/W2963566548","https://openalex.org/W6735928739","https://openalex.org/W6758801904"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W2101155126","https://openalex.org/W2043093291","https://openalex.org/W2363545964"],"abstract_inverted_index":{"We":[0,55,79],"introduce":[1],"a":[2,37],"new":[3,74],"dataset,":[4],"dubbed":[5],"UNICITY":[6,139],"<sup":[7,117],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[8,118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[9],",":[10],"for":[11,36,76,143,150,169],"the":[12,59,67,85,91,130,157],"task":[13],"of":[14,69,87,95,126,132],"detecting":[15],"people":[16,107,127],"in":[17,20,52,62,90],"security":[18,26,77],"airlocks":[19],"top":[21],"view":[22],"depth":[23],"images.":[24],"If":[25],"companies":[27],"have":[28],"been":[29],"relying":[30],"on":[31],"computer":[32],"systems":[33],"and":[34,46,113,134,145],"algorithms":[35,149],"long":[38],"time,":[39],"very":[40],"few":[41],"are":[42,56],"trusting":[43],"artificial":[44],"intelligence":[45],"more":[47],"specifically":[48],"machine":[49,147],"learning":[50,148],"approaches":[51,89],"production":[53],"environments.":[54],"confident":[57],"that":[58],"recent":[60],"advances":[61],"these":[63],"domains,":[64],"especially":[65],"with":[66,103],"democratization":[68],"deep":[70],"learning,":[71],"will":[72],"open":[73],"horizons":[75],"systems.":[78],"release":[80],"this":[81],"dataset":[82],"to":[83],"encourage":[84],"development":[86],"such":[88,128],"scientific":[92],"community.UNICITY":[93],"consists":[94],"58k":[96],"images":[97],"collected":[98],"from":[99],"65":[100],"recorded":[101],"sequences":[102],"one":[104],"or":[105],"two":[106,166],"performing":[108],"different":[109],"behaviors":[110],"including":[111],"attacks":[112],"trickeries":[114],"(e.g.":[115],"tailgating":[116],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[119],").":[120],"It":[121],"also":[122],"provides":[123],"full":[124],"annotation":[125],"as":[129,137,163,165],"location":[131],"head":[133],"shoulders.":[135],"As":[136],"result,":[138],"is":[140],"perfectly":[141],"suited":[142],"training":[144],"adapting":[146],"video":[151],"surveillance":[152],"applications.":[153],"This":[154],"paper":[155],"presents":[156],"data":[158],"collection,":[159],"an":[160],"evaluation":[161],"protocol,":[162],"well":[164],"baseline":[167],"methods":[168],"attack":[170],"detection.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
