{"id":"https://openalex.org/W2159826324","doi":"https://doi.org/10.1109/cvpr.2008.4587813","title":"Recognising faces in unseen modes: A tensor based approach","display_name":"Recognising faces in unseen modes: A tensor based approach","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2159826324","doi":"https://doi.org/10.1109/cvpr.2008.4587813","mag":"2159826324"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2008.4587813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Conference on Computer Vision and Pattern Recognition","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/A5024215125","display_name":"Santu Rana","orcid":"https://orcid.org/0000-0003-2247-850X"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Santu Rana","raw_affiliation_strings":["Department of Computing, Curtin University of Technology, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Curtin University of Technology, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082668502","display_name":"Wanquan Liu","orcid":"https://orcid.org/0000-0003-4910-353X"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanquan Liu","raw_affiliation_strings":["Department of Computing, Curtin University of Technology, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Curtin University of Technology, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034107686","display_name":"Mihai Lazarescu","orcid":"https://orcid.org/0000-0002-4394-4293"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mihai Lazarescu","raw_affiliation_strings":["Department of Computing, Curtin University of Technology, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Curtin University of Technology, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045540854","display_name":"Svetha Venkatesh","orcid":"https://orcid.org/0000-0001-8675-6631"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Svetha Venkatesh","raw_affiliation_strings":["Department of Computing, Curtin University of Technology, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Curtin University of Technology, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205640436"],"apc_list":null,"apc_paid":null,"fwci":5.0629,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97023355,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"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/T10860","display_name":"Speech and Audio Processing","score":0.9976999759674072,"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":0.9972000122070312,"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/multilinear-map","display_name":"Multilinear map","score":0.9935364127159119},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.7739436626434326},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.7229470610618591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6858047842979431},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6802873015403748},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.6179697513580322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6040504574775696},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.5515815019607544},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5178132653236389},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5120747685432434},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4711771607398987},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4031154215335846},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3161480128765106},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.058461129665374756}],"concepts":[{"id":"https://openalex.org/C84392682","wikidata":"https://www.wikidata.org/wiki/Q1952404","display_name":"Multilinear map","level":2,"score":0.9935364127159119},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7739436626434326},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.7229470610618591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6858047842979431},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6802873015403748},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.6179697513580322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6040504574775696},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.5515815019607544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5178132653236389},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5120747685432434},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4711771607398987},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4031154215335846},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3161480128765106},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.058461129665374756},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cvpr.2008.4587813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.408.1997","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.408.1997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mplab.ucsd.edu/wp-content/uploads/cvpr2008/conference/data/papers/473.pdf","raw_type":"text"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30044579","is_oa":false,"landing_page_url":"http://doi.org/10.1109/CVPR.2008.4587813","pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"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 Paper"},{"id":"pmh:oai:espace.curtin.edu.au:20.500.11937/6414","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11937/6414","pdf_url":null,"source":{"id":"https://openalex.org/S4306401790","display_name":"eSpace (Curtin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205640436","host_organization_name":"Curtin University","host_organization_lineage":["https://openalex.org/I205640436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1489504112","https://openalex.org/W1548802052","https://openalex.org/W1982817239","https://openalex.org/W2013912476","https://openalex.org/W2096027770","https://openalex.org/W2098693229","https://openalex.org/W2100779717","https://openalex.org/W2103751387","https://openalex.org/W2111209478","https://openalex.org/W2113055885","https://openalex.org/W2121647436","https://openalex.org/W2123921160","https://openalex.org/W2125874614","https://openalex.org/W2131691213","https://openalex.org/W2141981257","https://openalex.org/W2146474141","https://openalex.org/W2167372553","https://openalex.org/W4205778870","https://openalex.org/W6676800495"],"related_works":["https://openalex.org/W2385368906","https://openalex.org/W2902924992","https://openalex.org/W2626642044","https://openalex.org/W2619807045","https://openalex.org/W2056822213","https://openalex.org/W2922481674","https://openalex.org/W3177385724","https://openalex.org/W1572092093","https://openalex.org/W2893527900","https://openalex.org/W2535617683"],"abstract_inverted_index":{"This":[0,56],"paper":[1],"addresses":[2],"the":[3,33,37,59],"limitation":[4],"of":[5,35,79],"current":[6],"multilinear":[7,11,41,45],"techniques":[8],"(multilinear":[9],"PCA,":[10],"ICA)":[12],"when":[13],"applied":[14],"to":[15,49,61],"face":[16,63],"recognition":[17,30],"for":[18],"handling":[19],"faces":[20],"in":[21,77],"unseen":[22,66],"illumination":[23,67],"and":[24,47,82],"viewpoints.":[25,69],"We":[26],"propose":[27],"a":[28,51],"new":[29,52],"method,":[31],"exploiting":[32],"interaction":[34],"all":[36],"subspaces":[38],"resulting":[39],"from":[40],"decomposition":[42],"(for":[43],"both":[44,80],"PCA":[46],"ICA),":[48],"produce":[50],"basis":[53,57],"called":[54],"multilinear-eigenmodes.":[55],"offers":[58],"flexibility":[60],"handle":[62],"images":[64],"at":[65],"or":[68],"Experiments":[70],"on":[71],"benchmarked":[72],"datasets":[73],"yield":[74],"superior":[75],"performance":[76],"terms":[78],"accuracy":[81],"computational":[83],"cost.":[84]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}