{"id":"https://openalex.org/W4220826151","doi":"https://doi.org/10.1109/icce53296.2022.9730258","title":"Multi-stream Face Anti-spoofing System Using 3D Information","display_name":"Multi-stream Face Anti-spoofing System Using 3D Information","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4220826151","doi":"https://doi.org/10.1109/icce53296.2022.9730258"},"language":"en","primary_location":{"id":"doi:10.1109/icce53296.2022.9730258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730258","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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/A5013081919","display_name":"Pengchao Deng","orcid":"https://orcid.org/0000-0003-4775-7302"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Penchao Deng","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","an, China","an Jiaotong University, Xi&#x0027"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]},{"raw_affiliation_string":"an Jiaotong University, Xi&#x0027","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025083064","display_name":"Chenyang Ge","orcid":"https://orcid.org/0000-0003-0756-3706"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Ge","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","an, China","an Jiaotong University, Xi&#x0027"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]},{"raw_affiliation_string":"an Jiaotong University, Xi&#x0027","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073451639","display_name":"Xin Qiao","orcid":"https://orcid.org/0000-0002-0044-2947"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Qiao","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","an, China","an Jiaotong University, Xi&#x0027"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]},{"raw_affiliation_string":"an Jiaotong University, Xi&#x0027","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084193091","display_name":"Wei Hao","orcid":"https://orcid.org/0000-0002-1747-1218"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wei","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","an, China","an Jiaotong University, Xi&#x0027"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University,College of Artificial Inteligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]},{"raw_affiliation_string":"an Jiaotong University, Xi&#x0027","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013081919"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.3644,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.4623859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9944000244140625,"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/computer-science","display_name":"Computer science","score":0.7979013919830322},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6458548903465271},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5997518301010132},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.5588325262069702},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5161336660385132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49714329838752747},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4697582721710205},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.46897491812705994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2382764220237732},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2130891978740692}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7979013919830322},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6458548903465271},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5997518301010132},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.5588325262069702},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5161336660385132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49714329838752747},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4697582721710205},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.46897491812705994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2382764220237732},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2130891978740692},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/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/icce53296.2022.9730258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730258","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5837540895","display_name":null,"funder_award_id":"2021JZ-04","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1568068040","https://openalex.org/W1704933117","https://openalex.org/W1889383825","https://openalex.org/W2079307674","https://openalex.org/W2095252718","https://openalex.org/W2107227001","https://openalex.org/W2129622867","https://openalex.org/W2174309130","https://openalex.org/W2418633638","https://openalex.org/W2750305424","https://openalex.org/W2787613668","https://openalex.org/W2900900626","https://openalex.org/W2903521046","https://openalex.org/W2943235166","https://openalex.org/W2946566846","https://openalex.org/W2957186196","https://openalex.org/W2963163009","https://openalex.org/W2963656031","https://openalex.org/W2968337163","https://openalex.org/W2969289739","https://openalex.org/W2971539529","https://openalex.org/W2971810730","https://openalex.org/W3004909676","https://openalex.org/W3005973417","https://openalex.org/W3006377070","https://openalex.org/W3094438865","https://openalex.org/W3158978614","https://openalex.org/W3170717638","https://openalex.org/W4310626664","https://openalex.org/W6637339757","https://openalex.org/W6682777295","https://openalex.org/W6756773722","https://openalex.org/W6761937618","https://openalex.org/W6774137510","https://openalex.org/W6792063003"],"related_works":["https://openalex.org/W2188559950","https://openalex.org/W2989910292","https://openalex.org/W2998478967","https://openalex.org/W3128793638","https://openalex.org/W2123299109","https://openalex.org/W2021230337","https://openalex.org/W4401097268","https://openalex.org/W2607818178","https://openalex.org/W3012240659","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Face":[0],"anti-spoofing":[1],"plays":[2],"a":[3,23,29,102],"crucial":[4],"role":[5],"in":[6,12],"face":[7,40],"recog-nition":[8],"systems":[9,58],"widely":[10],"used":[11],"smart":[13],"devices":[14],"and":[15,50,65,80,89],"security":[16],"systems.":[17],"In":[18],"this":[19],"paper,":[20],"we":[21,93],"propose":[22],"multi-stream":[24],"fusion":[25],"system":[26,97],"based":[27],"on":[28,75,98],"3D":[30,37,43,103],"camera":[31],"by":[32],"making":[33],"full":[34],"use":[35],"of":[36,47],"information":[38,44],"for":[39],"anti-spoofing.":[41],"This":[42],"is":[45],"composed":[46],"depth":[48],"maps":[49],"Surface":[51],"Normal":[52],"Maps":[53],"(SNM).":[54],"Detailed":[55],"discussions":[56],"about":[57],"are":[59,70],"given.":[60],"Comparison":[61],"among":[62,67],"different":[63],"modalities":[64],"comparison":[66],"other":[68],"methods":[69],"provided":[71],"through":[72],"several":[73],"experiments":[74],"the":[76,96],"public":[77],"WMCA":[78],"dataset":[79],"our":[81],"self-build":[82],"Anti-3D":[83],"dataset.":[84],"Due":[85],"to":[86],"fewer":[87],"parameters":[88],"less":[90],"time":[91],"overhead,":[92],"also":[94],"implement":[95],"hardware":[99],"platforms":[100],"with":[101],"camera.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
