{"id":"https://openalex.org/W4405936391","doi":"https://doi.org/10.1109/iccais63750.2024.10814532","title":"Aerial Vehicle Detection at Night: A Synthesized Dataset and Performance Evaluation of State-of-the-Art Object Detection Models","display_name":"Aerial Vehicle Detection at Night: A Synthesized Dataset and Performance Evaluation of State-of-the-Art Object Detection Models","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4405936391","doi":"https://doi.org/10.1109/iccais63750.2024.10814532"},"language":"en","primary_location":{"id":"doi:10.1109/iccais63750.2024.10814532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais63750.2024.10814532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5115720300","display_name":"Dung Dinh Nguyen Anh","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Dung Dinh Nguyen Anh","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Binh Nguyen Thai","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Binh Nguyen Thai","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108738197","display_name":"Anh Nguyen Hoang","orcid":"https://orcid.org/0009-0006-9225-6928"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Nguyen Hoang","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065249287","display_name":"Khanh-Duy Nguyen","orcid":"https://orcid.org/0000-0003-4237-2737"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khanh-Duy Nguyen","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Viet Nam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115720300"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37638454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9925000071525574,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9921000003814697,"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":0.6805689334869385},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.653180718421936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5327587127685547},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4674464464187622},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4366513788700104},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36838752031326294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06285625696182251}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805689334869385},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.653180718421936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5327587127685547},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4674464464187622},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4366513788700104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36838752031326294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06285625696182251}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais63750.2024.10814532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais63750.2024.10814532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Control, Automation and Information Sciences (ICCAIS)","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":8,"referenced_works":["https://openalex.org/W2962793481","https://openalex.org/W2963037989","https://openalex.org/W2963073614","https://openalex.org/W3208645658","https://openalex.org/W4388823657","https://openalex.org/W4390638513","https://openalex.org/W4399030933","https://openalex.org/W6750759024"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Vehicle":[0],"detection":[1,66,102,127],"from":[2],"aerial":[3],"images":[4,82,85],"is":[5,18,25,32],"crucial":[6],"for":[7,143],"effective":[8],"traffic":[9,69,140],"management":[10],"and":[11,20,55,107,123],"safety,":[12],"especially":[13],"during":[14],"night-time":[15],"when":[16],"visibility":[17],"low":[19],"the":[21,36,62,75,113,121,136],"risk":[22],"of":[23,38,64,125,138],"accidents":[24],"higher.":[26],"However,":[27],"detecting":[28],"vehicles":[29,111],"at":[30],"night":[31,95],"challenging":[33],"due":[34],"to":[35,48,83,109],"lack":[37],"adequate":[39],"training":[40],"data":[41],"under":[42],"low-light":[43,130],"conditions,":[44,131],"making":[45],"it":[46],"difficult":[47],"develop":[49],"models":[50,128],"that":[51,93],"are":[52],"both":[53],"accurate":[54],"reliable.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60,78,98],"address":[61],"challenge":[63],"vehicle":[65],"in":[67,129],"nighttime":[68,84,115,144],"environments":[70],"captured":[71],"by":[72],"drones.":[73],"Utilizing":[74],"VisDrone-DET2019":[76],"dataset,":[77],"first":[79],"transform":[80],"daytime":[81],"using":[86],"CycleGAN,":[87],"thereby":[88],"generating":[89],"a":[90],"comprehensive":[91],"dataset":[92],"simulates":[94],"conditions.":[96],"Subsequently,":[97],"apply":[99],"advanced":[100],"object":[101],"algorithms,":[103],"including":[104],"YOLOv8,":[105],"YOLOvlO,":[106],"RTMDet,":[108],"identify":[110],"within":[112],"gen-erated":[114],"dataset.":[116],"Our":[117],"experimental":[118],"results":[119],"demonstrate":[120],"effectiveness":[122],"robustness":[124],"these":[126],"providing":[132],"significant":[133],"in-sights":[134],"into":[135],"development":[137],"reliable":[139],"monitoring":[141],"systems":[142],"scenarios.":[145]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
