{"id":"https://openalex.org/W4391128612","doi":"https://doi.org/10.1109/ictc58733.2023.10393353","title":"Human Detection in Infrared Image Using Daytime Model-Based Transfer Learning for Military Surveillance System","display_name":"Human Detection in Infrared Image Using Daytime Model-Based Transfer Learning for Military Surveillance System","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4391128612","doi":"https://doi.org/10.1109/ictc58733.2023.10393353"},"language":"en","primary_location":{"id":"doi:10.1109/ictc58733.2023.10393353","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictc58733.2023.10393353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5022794409","display_name":"Eun Seop Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eun Seop Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091046730","display_name":"Whui Kim","orcid":"https://orcid.org/0000-0002-5810-2048"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Whui Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016562495","display_name":"Ju-Derk Park","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juderk Park","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091809414","display_name":"Kunmin Yeo","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kunmin Yeo","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Environment ICT Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Environment ICT Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.1214,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48686469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1306","last_page":"1308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9997000098228455,"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":0.9997000098228455,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9980999827384949,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9944000244140625,"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/daylight","display_name":"Daylight","score":0.8028827905654907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7641531229019165},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.714448869228363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6922124028205872},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6525973677635193},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6421529054641724},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5961466431617737},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5369733572006226},{"id":"https://openalex.org/keywords/daytime","display_name":"Daytime","score":0.5002198219299316},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.42870303988456726},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.30122512578964233},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10432681441307068}],"concepts":[{"id":"https://openalex.org/C149277555","wikidata":"https://www.wikidata.org/wiki/Q16491","display_name":"Daylight","level":2,"score":0.8028827905654907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7641531229019165},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.714448869228363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6922124028205872},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6525973677635193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6421529054641724},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5961466431617737},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5369733572006226},{"id":"https://openalex.org/C162725370","wikidata":"https://www.wikidata.org/wiki/Q52643","display_name":"Daytime","level":2,"score":0.5002198219299316},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.42870303988456726},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30122512578964233},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10432681441307068},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc58733.2023.10393353","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictc58733.2023.10393353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334874","display_name":"Defense Acquisition Program Administration","ror":"https://ror.org/04bjg9m96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2898843852","https://openalex.org/W2944846710","https://openalex.org/W3011884438","https://openalex.org/W3136561353","https://openalex.org/W3205490848","https://openalex.org/W4312250248","https://openalex.org/W4361731390"],"related_works":["https://openalex.org/W3081293791","https://openalex.org/W2072650855","https://openalex.org/W3108670580","https://openalex.org/W1986730386","https://openalex.org/W2043317507","https://openalex.org/W82438832","https://openalex.org/W2050937832","https://openalex.org/W124567884","https://openalex.org/W2035239275","https://openalex.org/W2810746015"],"abstract_inverted_index":{"In":[0],"the":[1,15,30,100,116,152],"field":[2],"of":[3,17,95,118,142,154],"civil":[4],"and":[5,111],"military":[6,87],"surveillance,":[7],"there":[8],"has":[9],"been":[10],"a":[11,68,139],"gradual":[12],"increase":[13],"in":[14,135],"application":[16],"deep":[18,44],"learning-based":[19],"image":[20,41,91,106],"object":[21],"detection":[22],"systems":[23,85],"to":[24,80,114,132],"enhance":[25,151],"accuracy.":[26],"During":[27],"daylight":[28],"hours,":[29],"desired":[31],"objects":[32,57],"can":[33,150],"easily":[34],"be":[35],"detected":[36],"using":[37,73,125],"cameras":[38,61],"combined":[39],"with":[40],"processing":[42],"or":[43,50],"learning":[45,127,148],"techniques.":[46],"However,":[47,103],"during":[48,99],"nighttime":[49],"when":[51],"weather":[52],"conditions":[53],"prevent":[54],"daylight,":[55],"detecting":[56,71],"through":[58],"regular":[59],"RGB":[60,96],"becomes":[62],"challenging":[63],"[1].":[64],"This":[65],"paper":[66],"proposes":[67],"method":[69],"for":[70,86],"humans":[72,134],"images":[74,97],"captured":[75],"from":[76],"infrared":[77,105,120,136,144],"cameras,":[78],"aiming":[79],"facilitate":[81],"whole":[82],"day":[83,101],"surveillance":[84],"bases.":[88],"Typically,":[89],"public":[90],"datasets":[92,107],"almost":[93],"consist":[94],"taken":[98],"[2].":[102],"gathering":[104],"is":[108],"both":[109],"essential":[110],"labor-intensive.":[112],"Therefore,":[113],"minimize":[115],"collection":[117],"such":[119],"datasets,":[121],"this":[122,146],"study":[123],"suggests":[124],"transfer":[126,147],"based":[128],"on":[129],"daytime":[130],"models":[131],"detect":[133],"images.":[137],"With":[138],"limited":[140],"amount":[141],"collected":[143],"data,":[145],"approach":[149],"accuracy":[153],"detection.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
