{"id":"https://openalex.org/W2896414342","doi":"https://doi.org/10.1109/ijcnn.2018.8489476","title":"Video-Based Disguise Face Recognition Based on Deep Spiking Neural Network","display_name":"Video-Based Disguise Face Recognition Based on Deep Spiking Neural Network","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896414342","doi":"https://doi.org/10.1109/ijcnn.2018.8489476","mag":"2896414342"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","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/A5035562985","display_name":"Daqi Liu","orcid":"https://orcid.org/0000-0002-0475-581X"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Daqi Liu","raw_affiliation_strings":["School of Computer Science, University of Lincoln Brayford Pool, Lincoln"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Lincoln Brayford Pool, Lincoln","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059786971","display_name":"Shigang Yue","orcid":"https://orcid.org/0000-0002-1899-6307"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shigang Yue","raw_affiliation_strings":["School of Computer Science, University of Lincoln Brayford Pool, Lincoln"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Lincoln Brayford Pool, Lincoln","institution_ids":["https://openalex.org/I51532219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035562985"],"corresponding_institution_ids":["https://openalex.org/I51532219"],"apc_list":null,"apc_paid":null,"fwci":0.2575,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57685059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"29","issue":null,"first_page":"01","last_page":"08"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8491905927658081},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7231810092926025},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6113341450691223},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5846940875053406},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5617464184761047},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.5508211255073547},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5461567044258118},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.4997220039367676},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45716702938079834},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.44558584690093994},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43726658821105957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4268541634082794},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4197329580783844},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13385263085365295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8491905927658081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7231810092926025},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6113341450691223},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5846940875053406},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5617464184761047},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.5508211255073547},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5461567044258118},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4997220039367676},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45716702938079834},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.44558584690093994},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43726658821105957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4268541634082794},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4197329580783844},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13385263085365295},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","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":35,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1597295622","https://openalex.org/W1906634369","https://openalex.org/W1981578346","https://openalex.org/W1986246844","https://openalex.org/W2004586880","https://openalex.org/W2005360016","https://openalex.org/W2058005833","https://openalex.org/W2059148040","https://openalex.org/W2060804600","https://openalex.org/W2073813638","https://openalex.org/W2095666821","https://openalex.org/W2098881438","https://openalex.org/W2103594871","https://openalex.org/W2110240734","https://openalex.org/W2111654153","https://openalex.org/W2111880621","https://openalex.org/W2117553576","https://openalex.org/W2123820663","https://openalex.org/W2129812935","https://openalex.org/W2140355387","https://openalex.org/W2144205676","https://openalex.org/W2144982973","https://openalex.org/W2147101007","https://openalex.org/W2153564253","https://openalex.org/W2158095316","https://openalex.org/W2162827630","https://openalex.org/W2163808566","https://openalex.org/W2185212694","https://openalex.org/W2252117932","https://openalex.org/W2347015654","https://openalex.org/W2556793986","https://openalex.org/W2604594744","https://openalex.org/W2994602346","https://openalex.org/W6730240751"],"related_works":["https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W2336272890","https://openalex.org/W4308999381","https://openalex.org/W4312238398","https://openalex.org/W3211418293","https://openalex.org/W4308999963","https://openalex.org/W4312081214","https://openalex.org/W4285815683","https://openalex.org/W325114128"],"abstract_inverted_index":{"Face":[0],"is":[1],"a":[2,45],"vital":[3],"biometric":[4],"for":[5,67],"personal":[6],"identification.":[7],"However,":[8],"the":[9,53,64,68,91],"current":[10],"video-based":[11,69,96,111],"face":[12,71,98,113],"recognition":[13,72,99],"methods":[14],"could":[15],"not":[16],"cope":[17],"with":[18,27,32,52,83],"large":[19],"variances":[20],"such":[21],"as":[22,63],"heavy":[23],"makeups,":[24],"disguised":[25],"faces":[26,31],"rubber/digital":[28],"masks":[29],"or":[30,37],"certain":[33],"areas":[34],"(eyes,":[35],"nose,":[36],"mouth)":[38],"invisible.":[39],"In":[40],"this":[41],"paper,":[42],"we":[43],"proposed":[44,95,110],"deep":[46],"spiking":[47],"neural":[48],"network":[49],"(SNN)":[50],"architecture":[51],"dynamic":[54],"facial":[55],"movements":[56],"(facial":[57],"muscle":[58],"changes":[59],"caused":[60],"by":[61],"speaking)":[62],"sole":[65],"input":[66],"disguise":[70,97,112],"application.":[73],"An":[74],"event-driven":[75],"continuous":[76],"spike-timing":[77],"dependent":[78],"plasticity":[79],"(STDP)":[80],"learning":[81,101],"algorithm":[82],"adaptive":[84],"thresholding":[85],"has":[86],"been":[87],"applied":[88],"to":[89],"train":[90],"synaptic":[92],"weights.":[93],"The":[94],"(VDFR)":[100],"method":[102],"achieves":[103],"95%":[104],"correct":[105],"classification":[106],"rate":[107],"on":[108],"our":[109],"database":[114],"(MakeFace":[115],"DB).":[116]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}