{"id":"https://openalex.org/W2961760817","doi":"https://doi.org/10.1109/fg.2019.8756571","title":"Facial Expression Recognition Using Deep Siamese Neural Networks with a Supervised Loss function","display_name":"Facial Expression Recognition Using Deep Siamese Neural Networks with a Supervised Loss function","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2961760817","doi":"https://doi.org/10.1109/fg.2019.8756571","mag":"2961760817"},"language":"en","primary_location":{"id":"doi:10.1109/fg.2019.8756571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg.2019.8756571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th IEEE International Conference on Automatic Face &amp; Gesture Recognition (FG 2019)","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/A5059365074","display_name":"Wassan Saad Abduljabbar Hayale","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wassan Hayale","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Denver, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Denver, CO","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112367978","display_name":"Pooran Negi","orcid":null},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pooran Negi","raw_affiliation_strings":["Department of Computer Science, University of Denver, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Denver, CO","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041948053","display_name":"Mohammad H. Mahoor","orcid":"https://orcid.org/0000-0001-8923-4660"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Mahoor","raw_affiliation_strings":["Department of Computer Science, University of Denver, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Denver, CO","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131651094"],"apc_list":null,"apc_paid":null,"fwci":5.0077,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95537088,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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/T11448","display_name":"Face recognition and analysis","score":0.9994999766349792,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7154334783554077},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6940487623214722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914804577827454},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6155998110771179},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6095296144485474},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.597796618938446},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5351660251617432},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5350329279899597},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.514503002166748},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.437804251909256},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.41285908222198486},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3634520471096039},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3384769856929779},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.052798300981521606}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7154334783554077},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6940487623214722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914804577827454},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6155998110771179},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6095296144485474},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.597796618938446},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5351660251617432},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5350329279899597},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.514503002166748},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.437804251909256},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.41285908222198486},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3634520471096039},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3384769856929779},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.052798300981521606},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg.2019.8756571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg.2019.8756571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th IEEE International Conference on Automatic Face &amp; Gesture Recognition (FG 2019)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W170472577","https://openalex.org/W1956585817","https://openalex.org/W1975436731","https://openalex.org/W1998808035","https://openalex.org/W2056829492","https://openalex.org/W2076434944","https://openalex.org/W2096733369","https://openalex.org/W2102605133","https://openalex.org/W2115546586","https://openalex.org/W2144172034","https://openalex.org/W2145287260","https://openalex.org/W2157364932","https://openalex.org/W2163605009","https://openalex.org/W2325939864","https://openalex.org/W2336258321","https://openalex.org/W2431335693","https://openalex.org/W2463071499","https://openalex.org/W2503931548","https://openalex.org/W2520774990","https://openalex.org/W2548780814","https://openalex.org/W2555897561","https://openalex.org/W2578797046","https://openalex.org/W2613997951","https://openalex.org/W2745497104","https://openalex.org/W2963026686","https://openalex.org/W2963446712","https://openalex.org/W2963559058","https://openalex.org/W3099206234","https://openalex.org/W3101036461","https://openalex.org/W6681239517","https://openalex.org/W6684191040","https://openalex.org/W6700903540","https://openalex.org/W6726946684","https://openalex.org/W6730323794","https://openalex.org/W6742835484"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4294635752","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2804383999","https://openalex.org/W2802049774"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,21,28],"novel":[4],"algorithm":[5],"for":[6,54,71],"an":[7],"end-to-end":[8],"facial":[9],"expression":[10],"recognition(FER)":[11],"system":[12,31],"based":[13],"on":[14,80],"deep":[15,92],"Siamese":[16],"neural":[17],"networks":[18],"equipped":[19],"with":[20],"supervised":[22],"loss":[23],"function.":[24],"Our":[25],"method":[26,79],"learns":[27],"powerful":[29],"FER":[30],"by":[32,47,65],"dynamically":[33],"modulating":[34],"verification":[35,59],"signal":[36,42,60],"over":[37],"identification/classification":[38],"signal.":[39],"The":[40],"identification":[41],"increases":[43],"the":[44,49,52,58,62,67,72,81],"inter-class":[45],"variations":[46,64],"maximizing":[48],"distance":[50,68],"between":[51,69],"features":[53,70],"different":[55],"classes,":[56],"while":[57],"reduces":[61],"intra-class":[63],"minimizing":[66],"same":[73],"class.":[74],"We":[75],"have":[76],"evaluated":[77],"our":[78],"AffectNet":[82],"dataset":[83],"[10]":[84],"and":[85],"achieved":[86],"promising":[87],"results":[88],"compared":[89],"to":[90],"other":[91],"learning":[93],"models.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
