{"id":"https://openalex.org/W4292862532","doi":"https://doi.org/10.1109/memea54994.2022.9856473","title":"Effects of Medical Clothing on Person Re-Identification Algorithms","display_name":"Effects of Medical Clothing on Person Re-Identification Algorithms","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4292862532","doi":"https://doi.org/10.1109/memea54994.2022.9856473"},"language":"en","primary_location":{"id":"doi:10.1109/memea54994.2022.9856473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856473","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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/A5026808753","display_name":"Luk\u00e1\u0161 Kohout","orcid":"https://orcid.org/0000-0002-4339-5693"},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Kohout","raw_affiliation_strings":["Embedded Systems & Sensors Engineering, FZI Reaserch Center for Information Technology,Karlsruhe,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems & Sensors Engineering, FZI Reaserch Center for Information Technology,Karlsruhe,Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053481352","display_name":"Jan Scheerer","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Scheerer","raw_affiliation_strings":["Embedded Systems & Sensors Engineering, FZI Reaserch Center for Information Technology,Karlsruhe,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems & Sensors Engineering, FZI Reaserch Center for Information Technology,Karlsruhe,Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112408577","display_name":"C. Zimmermann","orcid":null},"institutions":[{"id":"https://openalex.org/I143379178","display_name":"FZI Research Center for Information Technology","ror":"https://ror.org/04kdh6x72","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I143379178"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Zimmermann","raw_affiliation_strings":["Embedded Systems & Sensors Engineering, FZI Reaserch Center for Information Technology,Karlsruhe,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems & Sensors Engineering, FZI Reaserch Center for Information Technology,Karlsruhe,Germany","institution_ids":["https://openalex.org/I143379178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067846212","display_name":"Wilhelm Stork","orcid":"https://orcid.org/0000-0003-0579-4615"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wilhelm Stork","raw_affiliation_strings":["Institute of Information Processing Technologies, Karlsruhe Institute of Technology KIT,Karlsruhe,Germany","Institute of Information Processing Technologies, Karlsruhe Institute of Technology KIT, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Processing Technologies, Karlsruhe Institute of Technology KIT,Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Institute of Information Processing Technologies, Karlsruhe Institute of Technology KIT, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9914 lncs","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/T10812","display_name":"Human Pose and Action Recognition","score":0.9987999796867371,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9962999820709229,"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/clothing","display_name":"Clothing","score":0.8686734437942505},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.830659031867981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7292541861534119},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5567871928215027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49656158685684204},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47204670310020447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4164867401123047},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3739945888519287},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35122284293174744}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.8686734437942505},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.830659031867981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292541861534119},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5567871928215027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49656158685684204},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47204670310020447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4164867401123047},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3739945888519287},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35122284293174744},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea54994.2022.9856473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856473","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1982925187","https://openalex.org/W2077459101","https://openalex.org/W2204750386","https://openalex.org/W2511791013","https://openalex.org/W2732252438","https://openalex.org/W2770739811","https://openalex.org/W2962706983","https://openalex.org/W2963047834","https://openalex.org/W2963842104","https://openalex.org/W2981138657","https://openalex.org/W2981684125","https://openalex.org/W2984145721","https://openalex.org/W2998792609","https://openalex.org/W3000388098","https://openalex.org/W3025963465","https://openalex.org/W3159683145","https://openalex.org/W3175445198","https://openalex.org/W4317524344","https://openalex.org/W6725558437","https://openalex.org/W6746316091","https://openalex.org/W6769981643","https://openalex.org/W6771967508"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2064629212","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217","https://openalex.org/W791876968","https://openalex.org/W2768638338"],"abstract_inverted_index":{"Accurate":[0],"camera-based":[1],"human":[2],"action":[3],"recognition":[4],"over":[5,35],"longer":[6],"periods":[7],"of":[8,17,48,53,73,85,117,165,185,195,210,223,269],"time":[9],"or":[10],"in":[11,39,75,105,135,146,156,225,260],"different":[12,90,233],"camera":[13],"views":[14],"requires":[15],"re-identification":[16,41,49,64,92,119,141,235,282],"individuals":[18],"to":[19,31,112,123,191,200,288],"correctly":[20],"associate":[21],"the":[22,46,63,70,83,106,109,130,147,163,175,193,202,208,229,247,281,289],"actions.":[23],"This":[24,58,171],"is":[25,142,178],"especially":[26],"important":[27],"if":[28],"you":[29],"want":[30],"track":[32],"people's":[33],"actions":[34],"time.":[36],"Most":[37],"work":[38,81,160],"person":[40,91,118,140,214],"currently":[42],"focuses":[43,161],"on":[44,88,162,168,239],"improving":[45],"performance":[47,261,283],"models":[50,236],"for":[51,213,251],"images":[52,222],"people":[54,74,224,276],"wearing":[55,265],"everyday":[56],"clothing.":[57],"becomes":[59,172],"a":[60,136,143,186,216,240,257],"problem":[61],"when":[62,262],"scenario":[65],"changes,":[66],"and":[67,97,102,151,181,228,243],"with":[68,246,277],"it":[69],"typical":[71],"appearance":[72],"that":[76,129],"specific":[77],"environment.":[78],"Therefore,":[79],"this":[80,159,252],"examines":[82],"effects":[84,194],"medical":[86,107,137,157,166,176,211,226,248,266],"clothing":[87,167,177,196,227,267],"five":[89],"algorithms.":[93,170],"As":[94],"artificial":[95],"intelligence":[96],"computer":[98,148],"vision":[99,149],"find":[100],"more":[101,103],"applications":[104],"field,":[108],"question":[110],"arises":[111],"what":[113],"extent":[114],"current":[115],"implementations":[116],"algorithms":[120,131],"are":[121,205,264],"able":[122],"generalize":[124],"from":[125],"non-medical":[126,241],"data,":[127],"so":[128],"can":[132,152,284],"be":[133,154,285],"applied":[134],"scenario.":[138],"Since":[139],"well-studied":[144],"topic":[145],"community,":[150],"also":[153],"used":[155],"settings,":[158],"impact":[164],"such":[169],"relevant":[173],"because":[174],"highly":[179],"uniform":[180],"covers":[182],"many":[183],"features":[184],"person's":[187],"characteristics.":[188],"In":[189,207],"addition":[190],"examining":[192],"as":[197],"described,":[198],"ways":[199],"overcome":[201],"resulting":[203],"limitations":[204],"discussed.":[206],"absence":[209],"datasets":[212],"re-identification,":[215],"suitable":[217],"dataset":[218,242],"was":[219],"generated":[220],"containing":[221],"required":[230],"annotations.":[231],"Five":[232],"existing":[234],"were":[237],"trained":[238],"then":[244],"tested":[245],"data":[249],"created":[250],"study.":[253],"The":[254],"results":[255],"show":[256],"general":[258],"drop":[259],"subjects":[263],"instead":[268],"normal":[270],"cloths.":[271],"By":[272],"additionally":[273],"marking":[274],"all":[275],"individual":[278],"colored":[279],"hairnets,":[280],"improved":[286],"compared":[287],"unmarked":[290],"subjects.":[291]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}