{"id":"https://openalex.org/W4308234119","doi":"https://doi.org/10.1109/icip46576.2022.9897612","title":"Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views","display_name":"Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308234119","doi":"https://doi.org/10.1109/icip46576.2022.9897612"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897612","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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 Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","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/A5075250374","display_name":"Charalampos Symeonidis","orcid":"https://orcid.org/0000-0001-5927-6130"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Charalampos Symeonidis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070716976","display_name":"Ioannis Mademlis","orcid":"https://orcid.org/0000-0001-5479-0632"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Mademlis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061130224","display_name":"Ioannis Pitas","orcid":"https://orcid.org/0009-0006-7555-8641"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Pitas","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034879808","display_name":"Nikos Nikolaidis","orcid":"https://orcid.org/0000-0003-1515-7986"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Nikolaidis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":0.295,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.63619588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"596","last_page":"600"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9975000023841858,"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/crowds","display_name":"Crowds","score":0.8558766841888428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8268882036209106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6821479201316833},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5739673376083374},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5060166716575623},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.48916104435920715},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46413251757621765},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4234883189201355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35997167229652405},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1736898124217987}],"concepts":[{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.8558766841888428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8268882036209106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6821479201316833},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5739673376083374},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5060166716575623},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.48916104435920715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46413251757621765},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4234883189201355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35997167229652405},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1736898124217987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897612","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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 Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1987716715","https://openalex.org/W2019400639","https://openalex.org/W2168356304","https://openalex.org/W2193145675","https://openalex.org/W2519586580","https://openalex.org/W2612624696","https://openalex.org/W2615547864","https://openalex.org/W2625286981","https://openalex.org/W2914859139","https://openalex.org/W2929259582","https://openalex.org/W2938905778","https://openalex.org/W2963037989","https://openalex.org/W2964121718","https://openalex.org/W2965759948","https://openalex.org/W2979322734","https://openalex.org/W2997747012","https://openalex.org/W3015504000","https://openalex.org/W3103700576","https://openalex.org/W3106250896","https://openalex.org/W3169262488","https://openalex.org/W3175585616","https://openalex.org/W3194790201","https://openalex.org/W3205100603","https://openalex.org/W4282923860","https://openalex.org/W4366822167","https://openalex.org/W6777585957"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114","https://openalex.org/W4286908577"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,50,180,192],"artificial":[3],"intelligence,":[4],"control":[5],"and":[6,66,90,96,114,125],"sensing":[7],"technologies":[8],"have":[9,160],"facilitated":[10],"the":[11,45,51,64,67,140,172,183],"development":[12],"of":[13,47,53,87,143,174,185],"autonomous":[14],"Unmanned":[15],"Aerial":[16],"Vehicles":[17],"(UAVs).":[18],"Detecting":[19],"humans":[20],"from":[21,26,107,157],"video":[22,83],"input":[23],"captured":[24],"on-the-fly":[25],"UAVs":[27],"is":[28,70,136,189],"a":[29,78],"critical":[30],"task":[31],"for":[32,94],"ensuring":[33],"flight":[34],"safety,":[35],"mostly":[36,116],"handled":[37],"with":[38,119],"lightweight":[39],"Deep":[40],"Neural":[41],"Networks":[42],"(DNNs).":[43],"However":[44],"detection":[46,100,146,176],"individual":[48],"people":[49],"case":[52],"dense":[54],"crowds":[55],"and/or":[56],"distribution":[57],"shifts":[58],"(i.e.,":[59],"significant":[60],"visual":[61],"differences":[62],"between":[63],"training":[65,95],"test":[68],"sets)":[69],"still":[71],"very":[72],"challenging.":[73],"This":[74,134],"paper":[75],"presents":[76],"AUTH-Persons,":[77],"new,":[79],"annotated,":[80],"publicly":[81],"available":[82],"dataset,":[84],"that":[85,153,166],"consists":[86],"both":[88],"real":[89],"synthetic":[91,103],"footage,":[92],"suitable":[93],"evaluating":[97],"aerial-view":[98],"person":[99,127,175],"algorithms.":[101],"The":[102],"data":[104],"were":[105],"collected":[106],"8":[108],"visually":[109,155],"distinct":[110,156],"photorealistic":[111],"outdoor":[112],"environments":[113,152],"they":[115,159],"contain":[117],"scenes":[118],"crowded":[120,181],"areas,":[121],"where":[122],"heavy":[123],"occlusions":[124],"high":[126],"densities":[128],"pose":[129],"challenges":[130],"to":[131,138],"common":[132],"detectors.":[133],"dataset":[135],"employed":[137],"evaluate":[139],"generalization":[141],"performance":[142,184],"various":[144,186],"state-of-the-art":[145],"frameworks,":[147],"by":[148],"testing":[149],"them":[150],"on":[151],"are":[154],"those":[158],"been":[161],"trained":[162],"on.":[163],"Finally,":[164],"given":[165],"Non-Maximum":[167],"Suppression":[168],"(NMS)":[169],"methods":[170],"at":[171],"end":[173],"pipelines":[177],"typically":[178],"suffer":[179],"scenes,":[182],"NMS":[187],"algorithms":[188],"also":[190],"compared":[191],"AUTH-Persons.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
