{"id":"https://openalex.org/W4403721341","doi":"https://doi.org/10.1109/ojcs.2024.3485688","title":"Video-Based Deception Detection via Capsule Network With Channel-Wise Attention and Supervised Contrastive Learning","display_name":"Video-Based Deception Detection via Capsule Network With Channel-Wise Attention and Supervised Contrastive Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403721341","doi":"https://doi.org/10.1109/ojcs.2024.3485688"},"language":"en","primary_location":{"id":"doi:10.1109/ojcs.2024.3485688","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2024.3485688","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcs.2024.3485688","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Shuai Gao","orcid":"https://orcid.org/0009-0000-3633-1571"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Gao","raw_affiliation_strings":["Department of Biomedical Engineering, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0000-3633-1571","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029486924","display_name":"Lin Chen","orcid":"https://orcid.org/0000-0002-6463-3144"},"institutions":[{"id":"https://openalex.org/I4210139944","display_name":"Institute of Forensic Science","ror":"https://ror.org/04ry60e05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089256","https://openalex.org/I4210127390","https://openalex.org/I4210139944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Chen","raw_affiliation_strings":["Institute of Forensic Science of Anhui Public Security Department, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Forensic Science of Anhui Public Security Department, Hefei, China","institution_ids":["https://openalex.org/I4210139944"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuancheng Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuancheng Fang","raw_affiliation_strings":["Department of Biomedical Engineering, Hefei University of Technology, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061972497","display_name":"Shengbing Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139944","display_name":"Institute of Forensic Science","ror":"https://ror.org/04ry60e05","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089256","https://openalex.org/I4210127390","https://openalex.org/I4210139944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengbing Xiao","raw_affiliation_strings":["Institute of Forensic Science of Anhui Public Security Department, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Forensic Science of Anhui Public Security Department, Hefei, China","institution_ids":["https://openalex.org/I4210139944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423958","display_name":"Hui Li","orcid":"https://orcid.org/0000-0003-1923-0669"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["The Public Security Bureau of Hefei, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Public Security Bureau of Hefei, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748471","display_name":"Xuezhi Yang","orcid":"https://orcid.org/0000-0002-2303-4858"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuezhi Yang","raw_affiliation_strings":["School of Software, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-2303-4858","affiliations":[{"raw_affiliation_string":"School of Software, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082889047","display_name":"Rencheng Song","orcid":"https://orcid.org/0000-0001-7760-7562"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rencheng Song","raw_affiliation_strings":["Department of Biomedical Engineering, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-7760-7562","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.9164,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79834964,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"660","last_page":"670"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996999979019165,"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":0.996999979019165,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/deception","display_name":"Deception","score":0.7501627802848816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5394608974456787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4483109414577484},{"id":"https://openalex.org/keywords/capsule","display_name":"Capsule","score":0.42302340269088745},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3931044638156891},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11440232396125793},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09996318817138672}],"concepts":[{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.7501627802848816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5394608974456787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4483109414577484},{"id":"https://openalex.org/C2778778583","wikidata":"https://www.wikidata.org/wiki/Q147768","display_name":"Capsule","level":2,"score":0.42302340269088745},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3931044638156891},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11440232396125793},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09996318817138672},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcs.2024.3485688","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2024.3485688","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f1a031ff2bf1411bada16fe887042bb0","is_oa":true,"landing_page_url":"https://doaj.org/article/f1a031ff2bf1411bada16fe887042bb0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Computer Society, Vol 5, Pp 660-670 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcs.2024.3485688","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2024.3485688","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G238294583","display_name":null,"funder_award_id":"62271186","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1984554603","https://openalex.org/W2028377427","https://openalex.org/W2049380974","https://openalex.org/W2069692225","https://openalex.org/W2163833659","https://openalex.org/W2520509592","https://openalex.org/W2550553598","https://openalex.org/W2564068158","https://openalex.org/W2620968327","https://openalex.org/W2787868933","https://openalex.org/W2789851222","https://openalex.org/W2807126412","https://openalex.org/W2903923191","https://openalex.org/W2908660200","https://openalex.org/W2912901275","https://openalex.org/W2963597768","https://openalex.org/W2963703618","https://openalex.org/W2966700347","https://openalex.org/W2968212823","https://openalex.org/W3004662848","https://openalex.org/W3040437675","https://openalex.org/W3048802360","https://openalex.org/W3097550584","https://openalex.org/W3097566283","https://openalex.org/W3110187945","https://openalex.org/W3111514217","https://openalex.org/W3116896666","https://openalex.org/W3120068059","https://openalex.org/W3120923022","https://openalex.org/W3124792886","https://openalex.org/W3128829211","https://openalex.org/W3180920294","https://openalex.org/W3182607842","https://openalex.org/W3186613281","https://openalex.org/W3204783729","https://openalex.org/W3211992063","https://openalex.org/W4224066359","https://openalex.org/W4283327373","https://openalex.org/W4289883973","https://openalex.org/W4295238618","https://openalex.org/W4312211295","https://openalex.org/W4366502802","https://openalex.org/W4386520600","https://openalex.org/W4394960678","https://openalex.org/W4404239424","https://openalex.org/W6743446608","https://openalex.org/W6749915262","https://openalex.org/W6751741970","https://openalex.org/W6849258683"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2165717120","https://openalex.org/W2039390456","https://openalex.org/W2948663225","https://openalex.org/W2029954793","https://openalex.org/W1992683634","https://openalex.org/W4295295666","https://openalex.org/W1978059949"],"abstract_inverted_index":{"Deception":[0],"detection":[1,35,43,100],"is":[2,77,91],"essential":[3],"for":[4],"protecting":[5],"the":[6,31,58,82,86,104,116,125,130,137,142],"public":[7,105],"interest":[8],"and":[9,23,38,64,103,119,129,136,141],"maintaining":[10],"social":[11,25],"order.":[12],"Its":[13],"application":[14],"in":[15,36],"various":[16],"fields":[17],"helps":[18],"to":[19,80],"establish":[20],"a":[21,40,47,70,94],"safer":[22],"trustworthy":[24],"environment.":[26],"This":[27],"study":[28],"focuses":[29],"on":[30,46,93,134,146],"problem":[32],"of":[33,60,85],"deception":[34,42,55,99],"videos":[37],"proposes":[39],"visual":[41,98],"method":[44],"based":[45],"capsule":[48],"network":[49],"(DDCapsNet).":[50],"The":[51,88,110],"DDCapsNet":[52,114],"model":[53,90],"predicts":[54],"classification":[56],"using":[57],"fusion":[59],"facial":[61],"expression":[62],"features":[63],"video-based":[65],"heart":[66],"rate":[67],"feature":[68],"via":[69],"channel":[71],"attention":[72],"mechanism.":[73],"Supervised":[74],"contrastive":[75],"learning":[76],"further":[78],"introduced":[79],"enhance":[81],"generalization":[83],"ability":[84],"DDCapsNet.":[87],"proposed":[89],"evaluated":[92],"self-collected":[95],"dataset":[96],"(physiological-assisted":[97],"dataset,":[101,108],"PV3D)":[102],"Bag-of-Lies":[106],"(BOL)":[107],"respectively.":[109],"results":[111],"show":[112],"that":[113],"outperforms":[115],"unimodal":[117],"system":[118],"other":[120],"state-of-the-art":[121],"(SOTA)":[122],"methods,":[123],"where":[124],"ACC":[126,138],"reaches":[127,132,139,144],"77.97%":[128],"AUC":[131,143],"78.45%":[133],"PV3D,":[135],"73.19%":[140],"72.78%":[145],"BOL":[147],"dataset.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}