{"id":"https://openalex.org/W2105335454","doi":"https://doi.org/10.1109/icpr.2008.4761877","title":"Multiclass mv-granular soft support vector machine: A case study in dynamic classifier selection for multispectral face recognition","display_name":"Multiclass mv-granular soft support vector machine: A case study in dynamic classifier selection for multispectral face recognition","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2105335454","doi":"https://doi.org/10.1109/icpr.2008.4761877","mag":"2105335454"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2008.4761877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761877","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"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":"2008 19th International Conference on 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/A5011779957","display_name":"Richa Singh","orcid":"https://orcid.org/0000-0003-4060-4573"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richa Singh","raw_affiliation_strings":["West Virginia University","West Virginia Univ., Morgantown, WV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Virginia University","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia Univ., Morgantown, WV","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050521702","display_name":"Mayank Vatsa","orcid":"https://orcid.org/0000-0001-5952-2274"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayank Vatsa","raw_affiliation_strings":["West Virginia University","West Virginia Univ., Morgantown, WV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Virginia University","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia Univ., Morgantown, WV","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050320880","display_name":"Afzel Noore","orcid":"https://orcid.org/0000-0002-3406-7487"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Afzel Noore","raw_affiliation_strings":["West Virginia University","West Virginia Univ., Morgantown, WV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Virginia University","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"West Virginia Univ., Morgantown, WV","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12097938"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9973999857902527,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9646999835968018,"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/multispectral-image","display_name":"Multispectral image","score":0.9332367777824402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7601144313812256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7548221349716187},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7187478542327881},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6405091285705566},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6374368667602539},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.610971987247467},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5810080170631409},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.478752076625824},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.43349123001098633},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.41351762413978577},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3539623022079468},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.10805800557136536}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.9332367777824402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601144313812256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7548221349716187},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7187478542327881},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6405091285705566},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6374368667602539},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.610971987247467},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5810080170631409},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.478752076625824},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.43349123001098633},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.41351762413978577},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3539623022079468},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.10805800557136536},{"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/icpr.2008.4761877","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761877","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"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":"2008 19th International Conference on Pattern Recognition","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":12,"referenced_works":["https://openalex.org/W1585588639","https://openalex.org/W1947957290","https://openalex.org/W1981578346","https://openalex.org/W2099854653","https://openalex.org/W2140341294","https://openalex.org/W2152565110","https://openalex.org/W2156909104","https://openalex.org/W2170245688","https://openalex.org/W2172000360","https://openalex.org/W2770393502","https://openalex.org/W4253407057","https://openalex.org/W7066305848"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2350522004","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W2370755174","https://openalex.org/W2124951708","https://openalex.org/W1544811710","https://openalex.org/W2377101006","https://openalex.org/W172072032","https://openalex.org/W2136729892"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,67,110],"novel":[4],"formulation":[5],"of":[6,15,86],"multiclass":[7,23,59],"support":[8,26],"vector":[9,27],"machine":[10,28],"by":[11],"integrating":[12],"the":[13,34,74,87,116,120,126],"concepts":[14],"soft":[16,25,30],"labels":[17,31],"and":[18,39,43,55,102,123],"granular":[19,44],"computing.":[20],"The":[21,57],"proposed":[22,58,117],"mv-granular":[24],"uses":[29],"to":[32,37,46,50,82],"address":[33],"issues":[35],"due":[36],"noisy":[38],"incorrectly":[40],"labeled":[41],"data,":[42],"computing":[45],"make":[47],"it":[48],"adaptable":[49],"data":[51],"distributions":[52],"both":[53],"globally":[54],"locally.":[56],"classifier":[60],"is":[61,80],"used":[62,81],"for":[63,73],"dynamic":[64],"selection":[65],"in":[66],"multispectral":[68,98,103,111],"face":[69,77,92,96,99,112],"recognition":[70],"application.":[71],"Specifically,":[72],"given":[75],"probe":[76],"images,":[78],"mv-GSSVM":[79],"optimally":[83],"choose":[84],"one":[85],"four":[88],"options:":[89],"visible":[90],"spectrum":[91],"recognition,":[93,97],"short-wave":[94],"infrared":[95],"image":[100],"fusion,":[101],"match":[104],"score":[105],"fusion.":[106],"Experimental":[107],"results":[108],"on":[109],"database":[113],"show":[114],"that":[115],"algorithm":[118],"improves":[119],"verification":[121],"accuracy":[122],"also":[124],"decreases":[125],"computational":[127],"time.":[128]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
