{"id":"https://openalex.org/W3003725713","doi":"https://doi.org/10.1109/telfor48224.2019.8971128","title":"Thermal Image Degradation Influence on R-CNN Face Detection Performance","display_name":"Thermal Image Degradation Influence on R-CNN Face Detection Performance","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3003725713","doi":"https://doi.org/10.1109/telfor48224.2019.8971128","mag":"3003725713"},"language":"en","primary_location":{"id":"doi:10.1109/telfor48224.2019.8971128","doi":"https://doi.org/10.1109/telfor48224.2019.8971128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/telfor48224.2019.8971128","pdf_url":null,"source":{"id":"https://openalex.org/S4363605816","display_name":"Telecommunications Forum (TELFOR)","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":"2019 27th Telecommunications Forum (TELFOR)","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/A5101101857","display_name":"Tijana Vukovi\u0107","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Tijana Vukovi\u0107","raw_affiliation_strings":["University of Belgrade, 73 Bulevar kralja Aleksandra,School of Electrical Engineering,Belgrade,Serbia,11020","School of Electrical Engineering, University of Belgrade, 73 Bulevar kralja Aleksandra, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Belgrade, 73 Bulevar kralja Aleksandra,School of Electrical Engineering,Belgrade,Serbia,11020","institution_ids":["https://openalex.org/I4068193"]},{"raw_affiliation_string":"School of Electrical Engineering, University of Belgrade, 73 Bulevar kralja Aleksandra, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006610558","display_name":"Ranko Petrovi\u0107","orcid":"https://orcid.org/0000-0002-4119-5487","observed_orcids":["https://orcid.org/0000-0002-4119-5487"]},"institutions":[{"id":"https://openalex.org/I4405257720","display_name":"Vlatacom Institute (Serbia)","ror":"https://ror.org/05kbhwa49","country_code":"RS","type":"company","lineage":["https://openalex.org/I4405257720"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Ranko Petrovi\u0107","raw_affiliation_strings":["Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5,Belgrade,Serbia,11070","Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5,Belgrade,Serbia,11070","institution_ids":["https://openalex.org/I4405257720"]},{"raw_affiliation_string":"Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5, Belgrade, Serbia","institution_ids":["https://openalex.org/I4405257720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101599189","display_name":"Milo\u0161 Pavlovi\u0107","orcid":"https://orcid.org/0000-0002-1710-7926","observed_orcids":["https://orcid.org/0000-0002-1710-7926"]},"institutions":[{"id":"https://openalex.org/I4405257720","display_name":"Vlatacom Institute (Serbia)","ror":"https://ror.org/05kbhwa49","country_code":"RS","type":"company","lineage":["https://openalex.org/I4405257720"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milo\u0161 Pavlovi\u0107","raw_affiliation_strings":["Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5,Belgrade,Serbia,11070","Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5,Belgrade,Serbia,11070","institution_ids":["https://openalex.org/I4405257720"]},{"raw_affiliation_string":"Vlatacom Institute of High Technologies, Blvd. Milutina Milankovi\u0107a 5, Belgrade, Serbia","institution_ids":["https://openalex.org/I4405257720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101443077","display_name":"Sr\u0111an Stankovi\u0107","orcid":"https://orcid.org/0000-0002-2034-456X","observed_orcids":["https://orcid.org/0000-0002-2034-456X"]},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Sr\u0111an Stankovi\u0107","raw_affiliation_strings":["University of Belgrade, 73 Bulevar kralja Aleksandra,School of Electrical Engineering,Belgrade,Serbia,11020","School of Electrical Engineering, University of Belgrade, 73 Bulevar kralja Aleksandra, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Belgrade, 73 Bulevar kralja Aleksandra,School of Electrical Engineering,Belgrade,Serbia,11020","institution_ids":["https://openalex.org/I4068193"]},{"raw_affiliation_string":"School of Electrical Engineering, University of Belgrade, 73 Bulevar kralja Aleksandra, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4831,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71117787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9901999831199646,"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/T11448","display_name":"Face recognition and analysis","score":0.9901999831199646,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0027000000700354576,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/r-cnn","display_name":"R-CNN","score":0.8040000200271606},{"id":"https://openalex.org/keywords/illumination-variation","display_name":"illumination variation","score":0.6679999828338623},{"id":"https://openalex.org/keywords/thermal-camera","display_name":"thermal camera","score":0.6850000023841858},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7459999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7697793245315552},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.7342751026153564},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7335389256477356},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.7043456435203552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7017284035682678},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.676296591758728},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.597008228302002},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.5321691632270813},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.48674774169921875},{"id":"https://openalex.org/C2984335091","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Thermal infrared","level":3,"score":0.4795241355895996},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43746134638786316},{"id":"https://openalex.org/C71681937","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object-class detection","level":5,"score":0.42556676268577576},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.40084511041641235},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2911573648452759},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.151189386844635},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06713491678237915},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05870544910430908},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/telfor48224.2019.8971128","doi":"https://doi.org/10.1109/telfor48224.2019.8971128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/telfor48224.2019.8971128","pdf_url":null,"source":{"id":"https://openalex.org/S4363605816","display_name":"Telecommunications Forum (TELFOR)","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":"2019 27th Telecommunications Forum (TELFOR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1806891645","https://openalex.org/W2017426799","https://openalex.org/W2053185389","https://openalex.org/W2088049833","https://openalex.org/W2102605133","https://openalex.org/W2124258049","https://openalex.org/W2337024056","https://openalex.org/W2745303193","https://openalex.org/W2769114105","https://openalex.org/W2802386777","https://openalex.org/W2891455536","https://openalex.org/W3194649594","https://openalex.org/W6963841193"],"related_works":["https://openalex.org/W3125764127","https://openalex.org/W3032965459","https://openalex.org/W4409642547","https://openalex.org/W4221028920","https://openalex.org/W2770241429","https://openalex.org/W4281959324","https://openalex.org/W4206997013","https://openalex.org/W2804887481","https://openalex.org/W4312289490","https://openalex.org/W2945619690"],"abstract_inverted_index":{"Visible":[0],"light":[1,36],"face":[2,37,68,102],"detection":[3,38,65,69,103],"systems":[4],"have":[5],"been":[6],"well":[7],"researched":[8],"and":[9,25,67,90],"in":[10,18,22,34,70,105],"controlled":[11],"environments":[12],"can":[13,45,59],"reach":[14],"excellent":[15],"accuracy.":[16],"Variation":[17],"illumination":[19,26],"conditions":[20],"results":[21],"performance":[23,62,104],"degradation":[24,98],"is":[27,77],"the":[28,31],"one":[29,44],"of":[30,74,95],"major":[32],"limitations":[33],"visible":[35],"systems.":[39],"Using":[40],"thermal":[41,87,101],"infrared":[42],"cameras":[43],"provide":[46,91],"a":[47,92,106],"solution":[48],"to":[49,78,83],"this":[50,75],"problem.":[51],"Recent":[52],"studies":[53],"show":[54],"that":[55],"deep":[56],"learning":[57],"approaches":[58],"achieve":[60],"impressive":[61],"on":[63,100,109],"object":[64],"tasks,":[66],"particular.":[71],"The":[72],"goal":[73],"paper":[76],"find":[79],"an":[80],"effective":[81],"way":[82],"take":[84],"advantages":[85],"from":[86],"IR":[88],"spectra":[89],"comparative":[93],"analysis":[94],"various":[96],"image":[97],"influence":[99],"system":[107],"based":[108],"R-CNN.":[110]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-02-07T00:00:00"}
