{"id":"https://openalex.org/W3046027142","doi":"https://doi.org/10.1145/3409073.3409087","title":"Domain Adaptation Based Person-Specific Face Anti-spoofing Using Color Texture Features","display_name":"Domain Adaptation Based Person-Specific Face Anti-spoofing Using Color Texture Features","publication_year":2020,"publication_date":"2020-06-19","ids":{"openalex":"https://openalex.org/W3046027142","doi":"https://doi.org/10.1145/3409073.3409087","mag":"3046027142"},"language":"en","primary_location":{"id":"doi:10.1145/3409073.3409087","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409073.3409087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 5th International Conference on Machine Learning Technologies","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/A5056068917","display_name":"Junwei Zhou","orcid":"https://orcid.org/0000-0002-6094-1203"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004348160","display_name":"Ke Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Shu","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101936847","display_name":"Dongdong Zhao","orcid":"https://orcid.org/0000-0002-4697-6901"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongdong Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083800827","display_name":"Zhe Xia","orcid":"https://orcid.org/0000-0003-4397-1248"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Xia","raw_affiliation_strings":["School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Wuhan University of Technology, Wuhan, Hubei P.R. China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":0.6573,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65882708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998999834060669,"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":0.9998999834060669,"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/T11448","display_name":"Face recognition and analysis","score":0.9929999709129333,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9835000038146973,"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":0.8343263864517212},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.8166884183883667},{"id":"https://openalex.org/keywords/ycbcr","display_name":"YCbCr","score":0.780287504196167},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6688878536224365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.66511070728302},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5942047834396362},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5848983526229858},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5595072507858276},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5397025942802429},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.523478627204895},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5115683674812317},{"id":"https://openalex.org/keywords/replay-attack","display_name":"Replay attack","score":0.5002627372741699},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4615165889263153},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44405829906463623},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4191170930862427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3406375050544739},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3170466125011444},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.16698837280273438},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14785614609718323},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.13173919916152954},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.129357248544693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10769984126091003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8343263864517212},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.8166884183883667},{"id":"https://openalex.org/C2779407163","wikidata":"https://www.wikidata.org/wiki/Q1189998","display_name":"YCbCr","level":5,"score":0.780287504196167},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6688878536224365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.66511070728302},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5942047834396362},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5848983526229858},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5595072507858276},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5397025942802429},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.523478627204895},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5115683674812317},{"id":"https://openalex.org/C11560541","wikidata":"https://www.wikidata.org/wiki/Q1756025","display_name":"Replay attack","level":3,"score":0.5002627372741699},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4615165889263153},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44405829906463623},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4191170930862427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3406375050544739},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3170466125011444},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.16698837280273438},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14785614609718323},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.13173919916152954},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.129357248544693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10769984126091003},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3409073.3409087","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409073.3409087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 5th International Conference on Machine Learning Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1964762821","https://openalex.org/W1982209341","https://openalex.org/W2037743333","https://openalex.org/W2096943734","https://openalex.org/W2104068492","https://openalex.org/W2106852298","https://openalex.org/W2118392996","https://openalex.org/W2163744678","https://openalex.org/W2341318667","https://openalex.org/W2471678645","https://openalex.org/W2551249768","https://openalex.org/W2594656819","https://openalex.org/W2790392345","https://openalex.org/W2883750974","https://openalex.org/W2889058905","https://openalex.org/W2900900626","https://openalex.org/W2949699261","https://openalex.org/W2950005842","https://openalex.org/W2956066883","https://openalex.org/W2963656031","https://openalex.org/W3005726865","https://openalex.org/W4233716546","https://openalex.org/W4301953474"],"related_works":["https://openalex.org/W3007059209","https://openalex.org/W2939643258","https://openalex.org/W3107671540","https://openalex.org/W2744754738","https://openalex.org/W4220832730","https://openalex.org/W4313224733","https://openalex.org/W2072002209","https://openalex.org/W4312120756","https://openalex.org/W1688416049","https://openalex.org/W3012240659"],"abstract_inverted_index":{"Face":[0],"anti-spoofing":[1,42,70,96],"technology":[2],"is":[3,11,106],"indispensable":[4],"for":[5,129],"the":[6,38,45,51,54,72,79,107,139,144,150,162,165,187],"face":[7,41,69,95],"recognition":[8],"system,":[9],"which":[10,35],"vulnerable":[12],"to":[13,98,148],"malicious":[14],"spoofing":[15],"attacks":[16,20],"such":[17],"as":[18],"printed":[19],"and":[21,116,157,174],"replayed":[22],"video":[23],"attacks.":[24],"In":[25,49],"this":[26,86],"paper,":[27,87],"we":[28,88,124,142,168],"focus":[29],"on":[30,172],"more":[31],"challenging":[32],"cross-database":[33,100,170],"generalization,":[34],"can":[36,60,76,179],"reflect":[37],"performance":[39,163],"of":[40,57,74,81,155,164,186],"methods":[43],"in":[44,85],"practical":[46],"application":[47],"scenario.":[48],"general,":[50],"discrepancy":[52,151],"between":[53,152],"sample":[55,153],"distribution":[56,154],"different":[58],"databases":[59],"be":[61],"reduced":[62],"by":[63],"domain":[64,82,91,133,145],"adaptation":[65,92,134,146],"algorithms.":[66],"For":[67,120],"texture-based":[68],"methods,":[71],"identity":[73],"subjects":[75],"significantly":[77],"influence":[78],"effectiveness":[80],"adaptation.":[83],"Thus,":[84],"propose":[89],"a":[90],"based":[93],"person-specific":[94],"method":[97,147,178],"improve":[99,138],"generalization.":[101],"The":[102],"feature":[103],"used":[104],"here":[105],"local":[108],"directional":[109],"number":[110],"pattern":[111],"(LDN)":[112],"extracted":[113],"from":[114],"HSV":[115],"YCbCr":[117],"color":[118],"spaces.":[119],"each":[121],"target":[122],"subject,":[123],"synthesize":[125],"virtual":[126],"fake":[127],"samples":[128],"training":[130,156],"using":[131],"subject":[132],"method.":[135],"To":[136,160],"further":[137],"generalization":[140,182],"performance,":[141,183],"use":[143],"reduce":[149],"testing":[158],"samples.":[159],"evaluate":[161],"proposed":[166,189],"method,":[167],"perform":[169],"experiments":[171],"CASIA":[173],"Replay-Attack":[175],"database.":[176],"Our":[177],"realize":[180],"promising":[181],"outperforming":[184],"most":[185],"recently":[188],"methods.":[190]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
