{"id":"https://openalex.org/W4404469379","doi":"https://doi.org/10.1109/access.2024.3500583","title":"Recognition of UAVs in Infrared Images Based on YOLOv8","display_name":"Recognition of UAVs in Infrared Images Based on YOLOv8","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4404469379","doi":"https://doi.org/10.1109/access.2024.3500583"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3500583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3500583","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3500583","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100294970","display_name":"Gang Zhou","orcid":"https://orcid.org/0000-0002-7448-6635"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Zhou","raw_affiliation_strings":["School of Electrical Engineering, Naval University of Engineering, Wuhan, Hubei, China","School of Electrical Engineering, Naval University of Engineering, Wuhan University, Wuhan, Hubei, P.R.China"],"raw_orcid":"https://orcid.org/0000-0002-7448-6635","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Naval University of Engineering, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I2800710378"]},{"raw_affiliation_string":"School of Electrical Engineering, Naval University of Engineering, Wuhan University, Wuhan, Hubei, P.R.China","institution_ids":["https://openalex.org/I2800710378","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiuqi Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuqi Liu","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, Hubei, China","School of Computer Science, Wuhan University, Wuhan, Hubei, P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, Hubei, P.R.China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111846922","display_name":"Huiquan Bi","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongliang Bi","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, Jiangsu, China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, Jiangsu, P.R.China"],"raw_orcid":"https://orcid.org/0009-0008-5094-6001","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, Jiangsu, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, Jiangsu, P.R.China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.4722,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96984803,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"1534","last_page":"1545"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9616000056266785,"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":0.9616000056266785,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5918386578559875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5880551338195801},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5460207462310791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5411526560783386},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3447553515434265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3243190050125122},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11856836080551147},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11816009879112244},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10920509696006775}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5918386578559875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5880551338195801},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5460207462310791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5411526560783386},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3447553515434265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3243190050125122},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11856836080551147},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11816009879112244},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10920509696006775}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3500583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3500583","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:96fa609f8c5e46a4b6070c66f0fc1a0e","is_oa":true,"landing_page_url":"https://doaj.org/article/96fa609f8c5e46a4b6070c66f0fc1a0e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 1534-1545 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3500583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3500583","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8449253636","display_name":null,"funder_award_id":"62202384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1885185971","https://openalex.org/W2102605133","https://openalex.org/W2894290558","https://openalex.org/W2977890283","https://openalex.org/W2991725700","https://openalex.org/W2998420105","https://openalex.org/W3038678488","https://openalex.org/W3048388100","https://openalex.org/W3089893468","https://openalex.org/W3126962163","https://openalex.org/W3168496988","https://openalex.org/W3168838803","https://openalex.org/W3210586215","https://openalex.org/W4210479507","https://openalex.org/W4220713611","https://openalex.org/W4229450040","https://openalex.org/W4281393844","https://openalex.org/W4285343867","https://openalex.org/W4285799044","https://openalex.org/W4319866431","https://openalex.org/W4321064464","https://openalex.org/W4323022423","https://openalex.org/W4360993937","https://openalex.org/W4378676930","https://openalex.org/W4382053057","https://openalex.org/W4386066879","https://openalex.org/W4387445779","https://openalex.org/W4387757656","https://openalex.org/W4388823657","https://openalex.org/W4389430742","https://openalex.org/W4391381676","https://openalex.org/W4391528890","https://openalex.org/W4392944432","https://openalex.org/W4400111306"],"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":{"With":[0],"the":[1,16,55,64,83,98,121,138,143,147,163],"advancement":[2],"of":[3,18,57,67,142],"Unmanned":[4],"Aerial":[5],"Vehicle":[6],"(UAV)":[7],"technology,":[8],"there":[9],"has":[10,175],"been":[11],"a":[12,130],"notable":[13],"increase":[14],"in":[15,24,51,94,104,166],"utilization":[17],"UAVs":[19,168],"by":[20,63,86],"criminals":[21],"for":[22,100],"engaging":[23],"illegal":[25],"activities,":[26],"which":[27,46,171],"poses":[28],"significant":[29],"threats":[30],"to":[31,49,75,92,136,154],"critical":[32],"infrastructure":[33],"and":[34,127,140,156],"national":[35],"security.":[36],"Previous":[37],"studies":[38],"have":[39],"predominantly":[40],"relied":[41],"on":[42],"visible":[43,76],"image":[44,112],"recognition,":[45],"is":[47,60,134,152,169],"vulnerable":[48],"variations":[50],"lighting":[52],"conditions.":[53],"Additionally,":[54],"performance":[56],"detection":[58,103,114,150,177],"models":[59],"often":[61],"hindered":[62],"poor":[65],"quality":[66],"images":[68,80],"capturing":[69],"UAV":[70,102,113],"small":[71],"targets.":[72],"In":[73],"contrast":[74],"light":[77],"images,":[78],"infrared":[79,111,144],"can":[81],"capture":[82],"heat":[84],"emitted":[85],"UAVs,":[87],"rendering":[88],"them":[89],"less":[90],"susceptible":[91],"fluctuations":[93],"lighting.":[95],"To":[96],"address":[97],"necessity":[99],"micro":[101],"complex":[105],"environments,":[106],"this":[107],"paper":[108],"proposes":[109],"an":[110],"method":[115],"that":[116,162,173],"employs":[117],"super-resolution":[118],"reconstruction":[119],"through":[120],"Super-Resolution":[122],"Convolutional":[123],"Neural":[124],"Network":[125],"(SRCNN)":[126],"YOLOv8.":[128],"Initially,":[129],"convolutional":[131],"neural":[132],"network":[133],"utilized":[135],"enhance":[137],"resolution":[139],"clarity":[141],"images.":[145],"Subsequently,":[146],"YOLOv8":[148],"target":[149],"model":[151],"applied":[153],"identify":[155],"detect":[157],"UAVs.":[158],"The":[159],"results":[160],"indicate":[161],"average":[164],"accuracy":[165],"detecting":[167],"93.1%,":[170],"proves":[172],"it":[174],"excellent":[176],"performance.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}
