{"id":"https://openalex.org/W4396853434","doi":"https://doi.org/10.1109/radioelektronika61599.2024.10524088","title":"Recognition of Abnormal Behavior from a Thermal Camera using Deep Learning","display_name":"Recognition of Abnormal Behavior from a Thermal Camera using Deep Learning","publication_year":2024,"publication_date":"2024-04-17","ids":{"openalex":"https://openalex.org/W4396853434","doi":"https://doi.org/10.1109/radioelektronika61599.2024.10524088"},"language":"en","primary_location":{"id":"doi:10.1109/radioelektronika61599.2024.10524088","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/radioelektronika61599.2024.10524088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 34th International Conference Radioelektronika (RADIOELEKTRONIKA)","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/A5016302278","display_name":"Roberta Hlavata","orcid":"https://orcid.org/0000-0003-4766-8940"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Roberta Hlavata","raw_affiliation_strings":["University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085268197","display_name":"Patrik Kamencay","orcid":"https://orcid.org/0000-0003-4875-973X"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Patrik Kamencay","raw_affiliation_strings":["University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082217381","display_name":"Peter S\u00fdkora","orcid":"https://orcid.org/0000-0002-0161-8297"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Sykora","raw_affiliation_strings":["University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061330286","display_name":"R\u00f3bert Hudec","orcid":"https://orcid.org/0000-0001-7543-5664"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Robert Hudec","raw_affiliation_strings":["University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049635823","display_name":"Jana Sturekova","orcid":"https://orcid.org/0000-0002-1395-9347"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jana Sturekova","raw_affiliation_strings":["University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Department of Multimedia and Information-Communication Technologies,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Department of Multimedia and Information-Communication Technologies, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3122011922"],"apc_list":null,"apc_paid":null,"fwci":0.2986,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60854491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9958999752998352,"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":0.9926999807357788,"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/computer-science","display_name":"Computer science","score":0.8177198171615601},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7100992798805237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6499530076980591},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.6184375286102295},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5939289927482605},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4889897108078003},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.48412689566612244},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47131022810935974},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42515137791633606},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3305935859680176},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.07274213433265686}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177198171615601},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7100992798805237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6499530076980591},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.6184375286102295},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5939289927482605},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4889897108078003},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.48412689566612244},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47131022810935974},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42515137791633606},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3305935859680176},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.07274213433265686},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/radioelektronika61599.2024.10524088","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/radioelektronika61599.2024.10524088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 34th International Conference Radioelektronika (RADIOELEKTRONIKA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323902","display_name":"BrainWatch","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3210531133","https://openalex.org/W3216168609","https://openalex.org/W4223954453","https://openalex.org/W4286308233","https://openalex.org/W4291653304","https://openalex.org/W4367841567","https://openalex.org/W4385576929","https://openalex.org/W4386099197","https://openalex.org/W4386394589","https://openalex.org/W4387697691"],"related_works":["https://openalex.org/W2982321410","https://openalex.org/W2392004567","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Recognizing":[0],"dangerous,":[1],"abnormal":[2,105,123],"activities":[3,47,106,201],"in":[4,42,224],"videos":[5,61,193],"is":[6,12,80,145],"a":[7,13,81,85,99,109,220],"complicated":[8],"process.":[9],"Nowadays,":[10],"it":[11],"hot":[14],"topic,":[15],"and":[16,132,178,208],"neural":[17,150,162,184],"networks":[18],"are":[19,70],"most":[20,43,120],"often":[21],"used":[22,146],"for":[23,140,147],"this":[24,91],"problem.":[25],"However,":[26,53,157],"here":[27],"we":[28,93,138,158],"encounter":[29],"the":[30,33,57,73,96,119,136,149,161,169,203,210,217,225],"problem":[31],"of":[32,35,56,98,219,227],"lack":[34],"available":[36,39,58],"datasets.":[37],"Publicly":[38],"data":[40],"sets":[41],"cases":[44],"contain":[45,60],"human":[46],"such":[48,66,125,175,198],"as":[49,126,176,199],"sports,":[50],"cooking,":[51],"etc.":[52],"very":[54],"few":[55],"datasets":[59,67,166,174,197],"with":[62,95],"non-standard":[63,104,122,229],"events.":[64,230],"If":[65],"exist,":[68],"they":[69],"filmed":[71],"during":[72],"day":[74],"under":[75],"white":[76],"light.":[77],"Therefore,":[78],"there":[79],"need":[82],"to":[83,167,195],"create":[84],"dataset":[86,100,113,137,144,170,212,222],"shot":[87],"at":[88],"night.":[89],"In":[90],"article,":[92],"deal":[94],"creation":[97,218],"that":[101],"focuses":[102],"on":[103,164,189,209],"recorded":[107],"using":[108],"thermal":[110,190],"camera.":[111],"The":[112,143,182],"contains":[114],"five":[115],"categories,":[116],"which":[117],"include":[118],"common":[121],"events":[124],"Drunkenness,":[127],"Begging,":[128],"Normal":[129],"videos,":[130],"Harassment,":[131],"Robbery.":[133],"We":[134,172],"use":[135,173],"created":[139],"our":[141],"experiments.":[142],"training":[148],"network":[151,163,185],"ConvLSTM":[152,183],"(Convolutional":[153],"Long":[154],"Short-Term":[155],"Memory).":[156],"also":[159],"train":[160],"other":[165,196],"compare":[168],"quality.":[171],"AIRTlab":[177],"LoDVP":[179],"Abnormal":[180],"activities.":[181],"achieved":[186,205],"84%":[187],"classification":[188,226],"camera":[191],"night":[192],"compared":[194],"LoDVP-Abnormal":[200],"dataset,":[202],"model":[204],"only":[206],"77%":[207],"Airtlab":[211],"90%.":[213],"These":[214],"results":[215],"support":[216],"high-quality":[221],"usable":[223],"abnormal,":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
