{"id":"https://openalex.org/W4403210850","doi":"https://doi.org/10.1109/icecet61485.2024.10698301","title":"End-to-End Deep Learning based Emotion Classification Solution using ResNet-50 Model","display_name":"End-to-End Deep Learning based Emotion Classification Solution using ResNet-50 Model","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4403210850","doi":"https://doi.org/10.1109/icecet61485.2024.10698301"},"language":"en","primary_location":{"id":"doi:10.1109/icecet61485.2024.10698301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","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/A5113102028","display_name":"Oliver-Grigorie Cosma","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Oliver-Grigorie Cosma","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046958167","display_name":"Dan-Ioan Gota","orcid":"https://orcid.org/0000-0003-4152-7469"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dan Gota","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006649400","display_name":"Alexandru Ciobotaru","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandru Ciobotaru","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028135741","display_name":"Marius Misaro\u015f","orcid":"https://orcid.org/0009-0002-1860-6388"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marius Misaros","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082448463","display_name":"Ovidiu Stan","orcid":"https://orcid.org/0000-0002-2006-9633"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ovidiu Stan","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050301541","display_name":"Honoriu V\u0103lean","orcid":"https://orcid.org/0000-0001-7715-7290"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Honoriu Valean","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074738397","display_name":"Liviu Miclea","orcid":"https://orcid.org/0000-0003-3377-7898"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Liviu Miclea","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Automation,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8724,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76963326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.29190000891685486,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.29190000891685486,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.26429998874664307,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.2535000145435333,"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/residual-neural-network","display_name":"Residual neural network","score":0.7844740152359009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6377965211868286},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.6148710250854492},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5807593464851379},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5544358491897583},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3362029194831848}],"concepts":[{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.7844740152359009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6377965211868286},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.6148710250854492},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5807593464851379},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5544358491897583},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3362029194831848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet61485.2024.10698301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W644995244","https://openalex.org/W884323974","https://openalex.org/W1533162639","https://openalex.org/W2745497104","https://openalex.org/W2888237669","https://openalex.org/W2914337210","https://openalex.org/W3013011968","https://openalex.org/W3035101080","https://openalex.org/W3035233500","https://openalex.org/W3109932136","https://openalex.org/W6620410633","https://openalex.org/W7067437144"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Machine":[0],"learning":[1,26],"is":[2,100,120],"making":[3],"life":[4],"easier.":[5],"Tasks":[6],"learned":[7],"by":[8],"a":[9],"computer":[10],"are":[11],"often":[12],"completed":[13],"faster":[14],"and":[15,34,45,87,91,111],"more":[16],"efficient":[17],"compared":[18],"to":[19,78,102],"the":[20,24,53,95,118],"human":[21],"possibilities.":[22],"Currently,":[23],"machine":[25],"domain":[27],"has":[28],"applications":[29],"in":[30,57,69],"market":[31],"forecasts,":[32],"image":[33],"speech":[35],"recognition,":[36],"traffic":[37],"prediction,":[38],"product":[39],"recommendations,":[40],"virtual":[41,43],"assistants,":[42],"security,":[44,59],"automated":[46],"systems.":[47],"The":[48,98],"facial":[49,62],"recognition":[50],"systems":[51],"have":[52],"most":[54],"important":[55,61],"application":[56],"biometric":[58],"determining":[60],"characteristics":[63],"that":[64],"can":[65],"prevent":[66],"violent":[67],"incidents":[68],"crowded":[70],"places":[71],"like":[72],"airports,":[73],"markets,":[74],"train":[75],"stations":[76],"or":[77],"grant":[79],"authorizations":[80],"for":[81],"specific":[82],"applications.":[83],"This":[84],"paper":[85],"presents":[86],"end-to-end":[88,124],"emotion":[89],"detection":[90],"classification":[92],"solution":[93],"using":[94],"ResNet-50":[96],"model.":[97],"model":[99,119],"fine-tuned":[101],"classify":[103],"between":[104],"three":[105],"types":[106],"of":[107],"emotions:":[108],"happy,":[109],"sad":[110],"neutral,":[112],"obtaining":[113],"over":[114],"90%":[115],"accuracy.":[116],"Then,":[117],"integrated":[121],"into":[122],"an":[123],"application.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}