{"id":"https://openalex.org/W4401568437","doi":"https://doi.org/10.1109/itc-egypt61547.2024.10620540","title":"Enhanced Thermal Human Detection in Military Applications Using Deep Learning","display_name":"Enhanced Thermal Human Detection in Military Applications Using Deep Learning","publication_year":2024,"publication_date":"2024-07-22","ids":{"openalex":"https://openalex.org/W4401568437","doi":"https://doi.org/10.1109/itc-egypt61547.2024.10620540"},"language":"en","primary_location":{"id":"doi:10.1109/itc-egypt61547.2024.10620540","doi":"https://doi.org/10.1109/itc-egypt61547.2024.10620540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc-egypt61547.2024.10620540","pdf_url":null,"source":{"id":"https://openalex.org/S4363608622","display_name":"International Telecommunications Conference (ITC-Egypt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 International Telecommunications Conference (ITC-Egypt)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5038366070","display_name":"Rania Elgohary","orcid":"https://orcid.org/0000-0001-5284-8343","observed_orcids":["https://orcid.org/0000-0001-5284-8343"]},"institutions":[{"id":"https://openalex.org/I154632036","display_name":"Misr University for Science and Technology","ror":"https://ror.org/05debfq75","country_code":"EG","type":"education","lineage":["https://openalex.org/I154632036"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rania Elgohary","raw_affiliation_strings":["College of Information Technology, Misr University for Science and Technology,Department of Artificial Intelligence,Giza,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Misr University for Science and Technology,Department of Artificial Intelligence,Giza,Egypt","institution_ids":["https://openalex.org/I154632036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065359774","display_name":"Ahmed Khairy Mahmoud","orcid":"https://orcid.org/0000-0001-6696-5559","observed_orcids":["https://orcid.org/0000-0001-6696-5559"]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Khairy Mahmoud","raw_affiliation_strings":["Air Defense College, Alexandria University,Alexandria,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Defense College, Alexandria University,Alexandria,Egypt","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108945357","display_name":"Omar Khaled","orcid":"https://orcid.org/0009-0000-9669-8869","observed_orcids":["https://orcid.org/0009-0000-9669-8869"]},"institutions":[{"id":"https://openalex.org/I154632036","display_name":"Misr University for Science and Technology","ror":"https://ror.org/05debfq75","country_code":"EG","type":"education","lineage":["https://openalex.org/I154632036"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Omar Khaled","raw_affiliation_strings":["College of Information Technology, Misr University for Science and Technology,Department of Artificial Intelligence,Giza,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Misr University for Science and Technology,Department of Artificial Intelligence,Giza,Egypt","institution_ids":["https://openalex.org/I154632036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113333672","display_name":"Shaimaa Salah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154632036","display_name":"Misr University for Science and Technology","ror":"https://ror.org/05debfq75","country_code":"EG","type":"education","lineage":["https://openalex.org/I154632036"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Shaimaa Salah","raw_affiliation_strings":["College of Information Technology, Misr University for Science and Technology,Department of Artificial Intelligence,Giza,Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Misr University for Science and Technology,Department of Artificial Intelligence,Giza,Egypt","institution_ids":["https://openalex.org/I154632036"]}]},{"author_position":"last","author":{"id":null,"display_name":"M.B. Badawi","orcid":"https://orcid.org/0000-0001-6218-160X","observed_orcids":["https://orcid.org/0000-0001-6218-160X"]},"institutions":[{"id":"https://openalex.org/I154632036","display_name":"Misr University for Science and Technology","ror":"https://ror.org/05debfq75","country_code":"EG","type":"education","lineage":["https://openalex.org/I154632036"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M.B. Badawi","raw_affiliation_strings":["College of Information Technology, Misr University for Science and Technology (MUST),Department of Artificial Intelligence,Egypt,12566"],"raw_orcid":"https://orcid.org/0000-0001-6218-160X","affiliations":[{"raw_affiliation_string":"College of Information Technology, Misr University for Science and Technology (MUST),Department of Artificial Intelligence,Egypt,12566","institution_ids":["https://openalex.org/I154632036"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5606,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72935277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.7465999722480774,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.7465999722480774,"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":0.13660000264644623,"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":0.0640999972820282,"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/infrared-thermography","display_name":"infrared thermography","score":0.8870000243186951},{"id":"https://openalex.org/keywords/yolov8","display_name":"YOLOv8","score":0.972000002861023},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7570000290870667},{"id":"https://openalex.org/keywords/military-surveillance","display_name":"military surveillance","score":0.7160000205039978},{"id":"https://openalex.org/keywords/human-detection","display_name":"human detection","score":0.4519999921321869}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5629122257232666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33836913108825684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itc-egypt61547.2024.10620540","doi":"https://doi.org/10.1109/itc-egypt61547.2024.10620540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc-egypt61547.2024.10620540","pdf_url":null,"source":{"id":"https://openalex.org/S4363608622","display_name":"International Telecommunications Conference (ITC-Egypt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 International Telecommunications Conference (ITC-Egypt)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2948650299","https://openalex.org/W3038835693","https://openalex.org/W4287147129","https://openalex.org/W4294958839","https://openalex.org/W4297910427","https://openalex.org/W4306394625","https://openalex.org/W4310018131","https://openalex.org/W4311448223","https://openalex.org/W4315489461","https://openalex.org/W4319598455","https://openalex.org/W4319879007","https://openalex.org/W4319992826","https://openalex.org/W4361223551","https://openalex.org/W4362653625","https://openalex.org/W4381420700","https://openalex.org/W4382344474","https://openalex.org/W4384158767","https://openalex.org/W4385342469","https://openalex.org/W4385780451","https://openalex.org/W4386453628","https://openalex.org/W4386539504","https://openalex.org/W4386963036","https://openalex.org/W4388037846","https://openalex.org/W4391385226","https://openalex.org/W7014878752"],"related_works":["https://openalex.org/W4388037846","https://openalex.org/W2946431292","https://openalex.org/W4415623735","https://openalex.org/W4386995268","https://openalex.org/W4409101997","https://openalex.org/W7217579479","https://openalex.org/W4386735359","https://openalex.org/W4409639708","https://openalex.org/W2963389578","https://openalex.org/W3038835693"],"abstract_inverted_index":{"For":[0],"monitoring":[1],"and":[2,37,61,79,95,141,154,166,190],"recognizing":[3],"objects,":[4],"thermal":[5,20,51,107,129],"detection":[6,62,115,127,139],"is":[7,54,86,171],"crucial,":[8],"particularly":[9,83],"in":[10,33,48,106,128,194],"sectors":[11],"like":[12],"the":[13,159,174,181],"military.":[14],"Typical":[15],"imaging":[16,21,52],"techniques":[17],"employ":[18],"light;":[19],"uses":[22],"heat":[23],"signatures":[24],"instead.":[25],"This":[26],"makes":[27,67],"it":[28],"possible":[29],"to":[30,102,112,119],"see":[31],"clearly":[32],"completely":[34],"dark,":[35],"smoke-filled,":[36],"low-light":[38],"conditions.":[39],"The":[40],"potential":[41],"of":[42,89,144,168,176,183,197],"deep":[43],"learning,":[44],"or":[45],"artificial":[46],"intelligence,":[47],"conjunction":[49],"with":[50,135],"technology,":[53],"increased":[55],"by":[56,131,157],"improving":[57],"object":[58],"recognition,":[59],"tracking,":[60],"precision.":[63],"When":[64],"combined,":[65],"this":[66,109,177],"for":[68,76,125],"a":[69,87,121,132,195],"potent":[70],"weapon":[71],"that":[72,173],"may":[73],"be":[74],"used":[75],"both":[77],"offensive":[78],"defensive":[80],"military":[81],"operations,":[82],"when":[84],"there":[85],"possibility":[88],"hostage-taking,":[90],"enemy":[91],"troops":[92],"being":[93,97],"hidden,":[94],"risks":[96],"recognized.":[98],"By":[99],"utilizing":[100],"YOLOv8":[101],"enhance":[103],"person":[104],"identification":[105],"photos,":[108],"research":[110,147,178],"seeks":[111],"further":[113],"human":[114,126,138],"technology.":[116],"We":[117],"aim":[118],"create":[120],"more":[122],"robust":[123],"model":[124],"images":[130],"thorough":[133],"comparison":[134],"conventional":[136],"traditional":[137],"algorithms":[140],"previous":[142],"iterations":[143],"YOLO.":[145],"Our":[146],"advances":[148],"security":[149,184],"procedures,":[150],"emergency":[151,188],"response":[152],"systems,":[153],"surveillance":[155,192],"operations":[156],"showcasing":[158],"greater":[160],"mAP":[161],"achieving":[162],"96%":[163],"mAP,":[164],"efficiency,":[165],"dependability":[167],"YOLOv8.":[169],"It":[170],"expected":[172],"results":[175],"will":[179],"increase":[180],"efficacy":[182],"protocols,":[185],"facilitate":[186],"prompt":[187],"responses,":[189],"improve":[191],"capabilities":[193],"range":[196],"practical":[198],"applications.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2024-08-15T00:00:00"}
