{"id":"https://openalex.org/W4405292551","doi":"https://doi.org/10.3389/fncom.2024.1485121","title":"FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model","display_name":"FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model","publication_year":2024,"publication_date":"2024-12-11","ids":{"openalex":"https://openalex.org/W4405292551","doi":"https://doi.org/10.3389/fncom.2024.1485121","pmid":"https://pubmed.ncbi.nlm.nih.gov/39737446"},"language":"en","primary_location":{"id":"doi:10.3389/fncom.2024.1485121","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1485121","pdf_url":"https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1485121/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1485121/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016894750","display_name":"In Seop Na","orcid":"https://orcid.org/0000-0001-6471-043X"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In-seop Na","raw_affiliation_strings":["Division of Culture Contents, Chonnam National University, Yeosu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Division of Culture Contents, Chonnam National University, Yeosu, Republic of Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086028034","display_name":"Asma Aldrees","orcid":"https://orcid.org/0000-0003-0448-9889"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Asma Aldrees","raw_affiliation_strings":["Department of Informatics and Computer Systems, College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Computer Systems, College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046877753","display_name":"Abeer Hakeem","orcid":"https://orcid.org/0000-0003-3451-4782"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abeer Hakeem","raw_affiliation_strings":["Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038699792","display_name":"Linda Mohaisen","orcid":"https://orcid.org/0000-0001-9308-3578"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Linda Mohaisen","raw_affiliation_strings":["Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009400840","display_name":"Muhammad Umer","orcid":"https://orcid.org/0000-0002-6015-9326"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Umer","raw_affiliation_strings":["Department of Computer Science & Information Technology, The Islamia University of Bahawalpur, Bahawalpur, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Technology, The Islamia University of Bahawalpur, Bahawalpur, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068139357","display_name":"Dina Abdulaziz AlHammadi","orcid":"https://orcid.org/0000-0002-2680-8206"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Dina Abdulaziz AlHammadi","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000028489","display_name":"Shtwai Alsubai","orcid":"https://orcid.org/0000-0002-6584-7400"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shtwai Alsubai","raw_affiliation_strings":["Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050280602","display_name":"Nisreen Innab","orcid":"https://orcid.org/0000-0003-4412-7727"},"institutions":[{"id":"https://openalex.org/I4391767729","display_name":"Almaarefa University","ror":"https://ror.org/00s3s5518","country_code":null,"type":"education","lineage":["https://openalex.org/I4391767729"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Nisreen Innab","raw_affiliation_strings":["Department of Computer Science and Information Systems, College of Applied Sciences, AlMaarefa University, Diriyah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, College of Applied Sciences, AlMaarefa University, Diriyah, Saudi Arabia","institution_ids":["https://openalex.org/I4391767729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074629800","display_name":"Imran Ashraf","orcid":"https://orcid.org/0000-0002-8271-6496"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Imran Ashraf","raw_affiliation_strings":["Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5050280602","https://openalex.org/A5074629800"],"corresponding_institution_ids":["https://openalex.org/I4391767729","https://openalex.org/I55240360"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":4.8465,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.95553057,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"1485121","last_page":"1485121"},"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":0.9853000044822693,"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":0.9843000173568726,"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/disgust","display_name":"Disgust","score":0.8313004970550537},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.646289050579071},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6379784345626831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6247179508209229},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5967567563056946},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.5554637312889099},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.5518671274185181},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5425785779953003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46504226326942444},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4599775969982147},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.42123860120773315},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3689926266670227},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3632963001728058},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3292223811149597},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.10073050856590271},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.07910805940628052}],"concepts":[{"id":"https://openalex.org/C2777375102","wikidata":"https://www.wikidata.org/wiki/Q208351","display_name":"Disgust","level":3,"score":0.8313004970550537},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.646289050579071},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6379784345626831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6247179508209229},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5967567563056946},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.5554637312889099},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.5518671274185181},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5425785779953003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46504226326942444},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4599775969982147},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.42123860120773315},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3689926266670227},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3632963001728058},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3292223811149597},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.10073050856590271},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.07910805940628052}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fncom.2024.1485121","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1485121","pdf_url":"https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1485121/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:39737446","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39737446","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in computational neuroscience","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11683786","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11683786","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11683786/pdf/fncom-18-1485121.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Comput Neurosci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:d1880bb29cd94e93bace04c34157eeca","is_oa":true,"landing_page_url":"https://doaj.org/article/d1880bb29cd94e93bace04c34157eeca","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computational Neuroscience, Vol 18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fncom.2024.1485121","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1485121","pdf_url":"https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2024.1485121/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2053653470","display_name":null,"funder_award_id":"PNURSP","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G2192106784","display_name":null,"funder_award_id":"PNURSP2024R5","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G3024945199","display_name":null,"funder_award_id":"PNURSP2024R50","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G7164195533","display_name":null,"funder_award_id":"RGP1/296/45","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"},{"id":"https://openalex.org/G7573876143","display_name":null,"funder_award_id":"RS-2022-KS221676","funder_id":"https://openalex.org/F4320322011","funder_display_name":"Ministry of Oceans and Fisheries"},{"id":"https://openalex.org/G8997764776","display_name":null,"funder_award_id":"RS-2022-KS221676","funder_id":"https://openalex.org/F4320327222","funder_display_name":"Korea Institute of Marine Science and Technology promotion"}],"funders":[{"id":"https://openalex.org/F4320318809","display_name":"AlMaarefa University","ror":null},{"id":"https://openalex.org/F4320322011","display_name":"Ministry of Oceans and Fisheries","ror":"https://ror.org/00c5s4a53"},{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"},{"id":"https://openalex.org/F4320327222","display_name":"Korea Institute of Marine Science and Technology promotion","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405292551.pdf","grobid_xml":"https://content.openalex.org/works/W4405292551.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2008056655","https://openalex.org/W2103943262","https://openalex.org/W2915655563","https://openalex.org/W2966632508","https://openalex.org/W3003908700","https://openalex.org/W3028121689","https://openalex.org/W3120988013","https://openalex.org/W3156313549","https://openalex.org/W3167334318","https://openalex.org/W3179044859","https://openalex.org/W3185377372","https://openalex.org/W3193087369","https://openalex.org/W3199808110","https://openalex.org/W3203381531","https://openalex.org/W4220715507","https://openalex.org/W4281257637","https://openalex.org/W4297239179","https://openalex.org/W4309101631","https://openalex.org/W4311716563","https://openalex.org/W4318570828","https://openalex.org/W4323359397","https://openalex.org/W4360602654","https://openalex.org/W4376891644","https://openalex.org/W4377983075","https://openalex.org/W4380714981","https://openalex.org/W4387398929","https://openalex.org/W4387644050","https://openalex.org/W4389983662","https://openalex.org/W4391144301","https://openalex.org/W4393480754","https://openalex.org/W4400134137","https://openalex.org/W4402402001","https://openalex.org/W6772812958","https://openalex.org/W6839065425"],"related_works":["https://openalex.org/W2955987787","https://openalex.org/W619369203","https://openalex.org/W4386027168","https://openalex.org/W2619202811","https://openalex.org/W2038612614","https://openalex.org/W2080838132","https://openalex.org/W2018507422","https://openalex.org/W2386052819","https://openalex.org/W2584926856","https://openalex.org/W2075935902"],"abstract_inverted_index":{"Facial":[0],"emotion":[1,100,182],"recognition":[2],"(FER)":[3],"can":[4,46],"serve":[5],"as":[6,135,137],"a":[7,25,56,69,152],"valuable":[8],"tool":[9],"for":[10,71,98,111,176,187],"assessing":[11],"emotional":[12,43],"states,":[13],"which":[14],"are":[15],"often":[16],"linked":[17],"to":[18,54,217],"mental":[19,22,63],"health.":[20,64],"However,":[21],"health":[23],"encompasses":[24],"broad":[26],"range":[27],"of":[28,42,60,96,119,146,167,214],"factors":[29],"that":[30,200],"go":[31],"beyond":[32],"facial":[33,181],"expressions.":[34],"While":[35],"FER":[36,73],"provides":[37],"insights":[38],"into":[39],"certain":[40],"aspects":[41],"well-being,":[44],"it":[45],"be":[47],"used":[48],"in":[49,142,190],"conjunction":[50],"with":[51,81,210],"other":[52],"assessments":[53],"form":[55],"more":[57],"comprehensive":[58],"understanding":[59],"an":[61,94,211],"individual's":[62],"This":[65],"research":[66,140],"work":[67],"proposes":[68],"framework":[70],"human":[72,180],"using":[74,151],"UNet":[75,169],"image":[76,170],"segmentation":[77,171],"and":[78,107,109,115,131,172,178,193],"transfer":[79,174],"learning":[80,130,133,175],"the":[82,165,201],"EfficientNetB4":[83,173],"model":[84,89],"(called":[85],"FacialNet).":[86],"The":[87,117,144,162],"proposed":[88,202],"demonstrates":[90],"promising":[91,185],"results,":[92],"achieving":[93],"accuracy":[95,213],"90%":[97],"six":[99],"classes":[101],"(happy,":[102],"sad,":[103],"fear,":[104],"pain,":[105],"anger,":[106],"disgust)":[108],"96.39%":[110,215],"binary":[112],"classification":[113],"(happy":[114],"sad).":[116],"significance":[118,145],"FacialNet":[120,147],"is":[121,148],"judged":[122],"by":[123],"extensive":[124],"experiments":[125],"conducted":[126],"against":[127],"various":[128],"machine":[129],"deep":[132],"models,":[134],"well":[136],"state-of-the-art":[138],"previous":[139],"works":[141,209],"FER.":[143],"further":[149],"validated":[150],"cross-validation":[153],"technique,":[154],"ensuring":[155],"reliable":[156],"performance":[157],"across":[158],"different":[159],"data":[160],"splits.":[161],"findings":[163,198],"highlight":[164],"effectiveness":[166],"leveraging":[168],"accurate":[177],"efficient":[179],"recognition,":[183],"offering":[184],"avenues":[186],"real-world":[188],"applications":[189],"emotion-aware":[191],"systems":[192],"effective":[194],"computing":[195],"platforms.":[196],"Experimental":[197],"reveal":[199],"approach":[203],"performs":[204],"substantially":[205],"better":[206],"than":[207],"existing":[208,218],"improved":[212],"compared":[216],"94.26%.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
