{"id":"https://openalex.org/W1588662772","doi":"https://doi.org/10.1109/csndsp16145.2010.5580324","title":"Multimodal biometric fusion at feature level: Face and palmprint","display_name":"Multimodal biometric fusion at feature level: Face and palmprint","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1588662772","doi":"https://doi.org/10.1109/csndsp16145.2010.5580324","mag":"1588662772"},"language":"en","primary_location":{"id":"doi:10.1109/csndsp16145.2010.5580324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csndsp16145.2010.5580324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 7th International Symposium on Communication Systems, Networks &amp; Digital Signal Processing (CSNDSP 2010)","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/A5101699401","display_name":"Muhammad Imran Ahmad","orcid":"https://orcid.org/0000-0002-9157-5998"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M.I. Ahmad","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, University of Newcastle, Newcastle-upon-Tyne, UK","School of Electrical, Electronic and Computer Engineering, Newcastle University, Newcastle upon Tyne, England, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, University of Newcastle, Newcastle-upon-Tyne, UK","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, Newcastle University, Newcastle upon Tyne, England, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084431277","display_name":"Wai Lok Woo","orcid":"https://orcid.org/0000-0002-8698-7605"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"W.L. Woo","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, University of Newcastle, Newcastle-upon-Tyne, UK","School of Electrical, Electronic and Computer Engineering, Newcastle University, Newcastle upon Tyne, England, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, University of Newcastle, Newcastle-upon-Tyne, UK","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, Newcastle University, Newcastle upon Tyne, England, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112012109","display_name":"S.S. Dlay","orcid":null},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S.S. Dlay","raw_affiliation_strings":["School of Electrical, Electronic and Computer Engineering, University of Newcastle, Newcastle-upon-Tyne, UK","School of Electrical, Electronic and Computer Engineering, Newcastle University, Newcastle upon Tyne, England, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, University of Newcastle, Newcastle-upon-Tyne, UK","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Electrical, Electronic and Computer Engineering, Newcastle University, Newcastle upon Tyne, England, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84884186"],"apc_list":null,"apc_paid":null,"fwci":1.9207,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.85780886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"801","last_page":"805"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9868999719619751,"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":0.9567999839782715,"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/biometrics","display_name":"Biometrics","score":0.8745118379592896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7743157148361206},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.727912187576294},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.703568160533905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6805233359336853},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6058924198150635},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6009348630905151},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.597181499004364},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.534000039100647},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48277536034584045},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46077296137809753},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.45605629682540894},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40826478600502014}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8745118379592896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7743157148361206},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.727912187576294},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.703568160533905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805233359336853},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6058924198150635},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6009348630905151},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.597181499004364},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.534000039100647},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48277536034584045},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46077296137809753},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.45605629682540894},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40826478600502014},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/csndsp16145.2010.5580324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csndsp16145.2010.5580324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 7th International Symposium on Communication Systems, Networks &amp; Digital Signal Processing (CSNDSP 2010)","raw_type":"proceedings-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:39311","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/5580324","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1805888261","https://openalex.org/W1963631516","https://openalex.org/W1988845270","https://openalex.org/W2005262108","https://openalex.org/W2010846950","https://openalex.org/W2034473161","https://openalex.org/W2061272711","https://openalex.org/W2065542602","https://openalex.org/W2097517041","https://openalex.org/W2122558050","https://openalex.org/W2126386631","https://openalex.org/W2130283969","https://openalex.org/W2136461127","https://openalex.org/W2138451337","https://openalex.org/W2141018987","https://openalex.org/W2143210390","https://openalex.org/W2163303693","https://openalex.org/W2538341476"],"related_works":["https://openalex.org/W2052589448","https://openalex.org/W2765337000","https://openalex.org/W3104072235","https://openalex.org/W2391447249","https://openalex.org/W2312955079","https://openalex.org/W2350996391","https://openalex.org/W2066119650","https://openalex.org/W4224057882","https://openalex.org/W1993173579","https://openalex.org/W2383444525"],"abstract_inverted_index":{"Multimodal":[0],"biometrics":[1,21],"has":[2],"recently":[3],"attracted":[4],"substantial":[5],"interest":[6],"for":[7,22],"its":[8],"high":[9],"performance":[10],"in":[11],"biometric":[12,98],"recognition":[13,99],"system.":[14],"In":[15],"this":[16,91],"paper":[17],"we":[18],"introduce":[19],"multimodal":[20],"face":[23,84],"and":[24,49,71,85],"palmprint":[25,87],"images":[26],"using":[27],"fusion":[28,92],"techniques":[29],"at":[30],"the":[31,58],"feature":[32],"level.":[33],"Gabor":[34],"based":[35,81],"image":[36],"processing":[37],"is":[38,94],"utilized":[39],"to":[40,56,96,102],"extract":[41],"discriminant":[42,51],"features,":[43],"while":[44],"principal":[45],"component":[46],"analysis":[47,52],"(PCA)":[48],"linear":[50],"(LDA)":[53],"are":[54,68],"used":[55],"reduce":[57],"dimension":[59],"of":[60,66],"each":[61],"modality.":[62],"The":[63,78],"output":[64],"features":[65],"LDA":[67],"serially":[69],"combined":[70],"classified":[72],"by":[73,105],"a":[74],"Euclidean":[75],"distance":[76],"classifier.":[77],"experimental":[79],"results":[80],"on":[82],"ORL":[83],"Poly-U":[86],"databases":[88],"proved":[89],"that":[90,103],"technique":[93],"able":[95],"increase":[97],"rates":[100],"compared":[101],"produced":[104],"single":[106],"modal":[107],"biometrics.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
