{"id":"https://openalex.org/W4404317338","doi":"https://doi.org/10.1109/aiotc63215.2024.10748317","title":"Target Dectection for UAV Infrared Images based on Improved YOLOv8","display_name":"Target Dectection for UAV Infrared Images based on Improved YOLOv8","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4404317338","doi":"https://doi.org/10.1109/aiotc63215.2024.10748317"},"language":"en","primary_location":{"id":"doi:10.1109/aiotc63215.2024.10748317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiotc63215.2024.10748317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 3rd International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC)","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/A5038618198","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0002-4053-9209"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Rocket Force University of Engineering,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Rocket Force University of Engineering,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031827918","display_name":"Xiao\u2010Gang Yang","orcid":"https://orcid.org/0000-0002-0690-0355"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaogang Yang","raw_affiliation_strings":["Rocket Force University of Engineering,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Rocket Force University of Engineering,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018914037","display_name":"Ruitao Lu","orcid":"https://orcid.org/0000-0002-7527-4298"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruitao Lu","raw_affiliation_strings":["Rocket Force University of Engineering,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Rocket Force University of Engineering,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047465475","display_name":"Xueli Xie","orcid":"https://orcid.org/0000-0002-8241-8309"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueli Xie","raw_affiliation_strings":["Rocket Force University of Engineering,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Rocket Force University of Engineering,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008950075","display_name":"Chenhao Zhu","orcid":"https://orcid.org/0000-0001-5784-0527"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhao Zhu","raw_affiliation_strings":["Rocket Force University of Engineering,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Rocket Force University of Engineering,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I2801618472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046047599","display_name":"Yang Xiao","orcid":"https://orcid.org/0000-0001-5238-5481"},"institutions":[{"id":"https://openalex.org/I2801618472","display_name":"PLA Rocket Force University of Engineering","ror":"https://ror.org/00gg5zj35","country_code":"CN","type":"education","lineage":["https://openalex.org/I2801618472"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xiao","raw_affiliation_strings":["Rocket Force University of Engineering,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Rocket Force University of Engineering,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I2801618472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038618198"],"corresponding_institution_ids":["https://openalex.org/I2801618472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11349812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"390","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9613999724388123,"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":0.9613999724388123,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9071999788284302,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.6665054559707642},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5869302749633789},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5529869198799133},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5294527411460876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48509156703948975},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32371366024017334},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19019365310668945},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.12171822786331177},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09407150745391846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6665054559707642},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5869302749633789},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5529869198799133},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5294527411460876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48509156703948975},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32371366024017334},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19019365310668945},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12171822786331177},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09407150745391846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiotc63215.2024.10748317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiotc63215.2024.10748317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 3rd International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G946845302","display_name":null,"funder_award_id":"62276274","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2102605133","https://openalex.org/W3206506760","https://openalex.org/W4246399668","https://openalex.org/W4367309950","https://openalex.org/W4386076325","https://openalex.org/W4386923795","https://openalex.org/W4390824621","https://openalex.org/W4392939929","https://openalex.org/W4394712663"],"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":{"UAV-captured":[0],"aerial":[1],"images":[2],"play":[3],"a":[4],"pivotal":[5],"role":[6],"across":[7],"multiple":[8],"domains,":[9],"encompassing":[10],"environmental":[11],"monitoring,":[12],"precision":[13,128],"agriculture,":[14],"traffic":[15],"control,":[16],"and":[17,23,44,74,129,140],"disaster":[18],"response.":[19],"However,":[20],"flight":[21],"altitude":[22],"angle":[24],"variations":[25],"pose":[26],"challenges":[27],"related":[28],"to":[29,41,69,88],"multi-scale":[30],"transformations,":[31],"particularly":[32],"hindering":[33],"small":[34,80,90],"target":[35,91,135],"detection":[36,56,127],"in":[37,131],"infrared":[38,61,133],"imagery":[39],"due":[40],"pixel":[42],"scarcity":[43],"subtle":[45],"features.":[46],"To":[47],"address":[48],"these":[49],"issues,":[50],"we":[51,64,83,97],"present":[52],"the":[53,66,85,99,120,124,141],"improved":[54],"YOLOv8":[55],"algorithm":[57],"tailored":[58],"for":[59,79],"UAV":[60,132],"images.":[62],"First,":[63],"design":[65],"DCN-C2f":[67],"module":[68,87],"effectively":[70],"handle":[71],"geometric":[72],"distortions":[73],"enhance":[75],"fine-grained":[76],"feature":[77],"extraction":[78],"objects.":[81],"Then,":[82],"employ":[84],"ST-Det":[86],"refine":[89],"detection,":[92,136],"substantially":[93],"boosting":[94],"accuracy.":[95],"Additionally,":[96],"adopt":[98],"WIoU":[100],"loss":[101],"function,":[102],"which":[103],"not":[104],"only":[105],"mitigates":[106],"gradient":[107],"degradation":[108],"from":[109],"low-quality":[110],"data":[111],"but":[112],"also":[113],"accelerates":[114],"network":[115],"convergence.":[116],"Extensive":[117],"experiments":[118],"on":[119],"VEDAI":[121],"dataset":[122],"demonstrate":[123],"algorithm's":[125],"exceptional":[126],"robustness":[130],"image":[134],"surpassing":[137],"conventional":[138],"approaches":[139],"latest":[142],"deep":[143],"learning":[144],"methods.":[145]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
