{"id":"https://openalex.org/W2038363175","doi":"https://doi.org/10.1109/icmlc.2010.5581035","title":"Classifier fusion of improved Laplacianfaces","display_name":"Classifier fusion of improved Laplacianfaces","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2038363175","doi":"https://doi.org/10.1109/icmlc.2010.5581035","mag":"2038363175"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5581035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","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/A5071243359","display_name":"Zengshun Zhao","orcid":"https://orcid.org/0000-0003-0602-7741"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeng-Shun Zhao","raw_affiliation_strings":["Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China","Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001355176","display_name":"Ji-Zhen Wang","orcid":"https://orcid.org/0000-0002-5864-3151"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji-Zhen Wang","raw_affiliation_strings":["Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China","Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005972499","display_name":"Qing-Ji Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing-Ji Tian","raw_affiliation_strings":["Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China","Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101785218","display_name":"Jian-Ming Zhou","orcid":"https://orcid.org/0000-0001-7652-9216"},"institutions":[{"id":"https://openalex.org/I66883779","display_name":"Weifang University","ror":"https://ror.org/01frp7483","country_code":"CN","type":"education","lineage":["https://openalex.org/I66883779"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Ming Zhou","raw_affiliation_strings":["Weifang College of Education, Qingzhou, China","Weifang College of Education, Qing-zhou 262500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Weifang College of Education, Qingzhou, China","institution_ids":["https://openalex.org/I66883779"]},{"raw_affiliation_string":"Weifang College of Education, Qing-zhou 262500, China","institution_ids":["https://openalex.org/I66883779"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14678498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"375","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9997000098228455,"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":0.9997000098228455,"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/T13579","display_name":"Image and Video Stabilization","score":0.9902999997138977,"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/T10828","display_name":"Biometric Identification and Security","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.783344030380249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7202756404876709},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7100986838340759},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6766952276229858},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6127899289131165},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6039122343063354},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.596867561340332},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.4951888620853424},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4599643349647522},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4587692320346832},{"id":"https://openalex.org/keywords/kernel-fisher-discriminant-analysis","display_name":"Kernel Fisher discriminant analysis","score":0.4547140598297119},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.41977059841156006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33364441990852356},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1599605679512024}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.783344030380249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7202756404876709},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7100986838340759},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6766952276229858},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6127899289131165},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6039122343063354},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.596867561340332},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.4951888620853424},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4599643349647522},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4587692320346832},{"id":"https://openalex.org/C181367576","wikidata":"https://www.wikidata.org/wiki/Q6394184","display_name":"Kernel Fisher discriminant analysis","level":4,"score":0.4547140598297119},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.41977059841156006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33364441990852356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1599605679512024},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5581035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1578196132","https://openalex.org/W1989702938","https://openalex.org/W2001141328","https://openalex.org/W2053186076","https://openalex.org/W2117553576","https://openalex.org/W2120954940","https://openalex.org/W2121647436","https://openalex.org/W2133180260","https://openalex.org/W2138451337","https://openalex.org/W2154872931","https://openalex.org/W2156718197","https://openalex.org/W2159857630","https://openalex.org/W2165731615","https://openalex.org/W2180187800","https://openalex.org/W6682644385","https://openalex.org/W6682755970","https://openalex.org/W6684177424"],"related_works":["https://openalex.org/W2538559652","https://openalex.org/W1963649114","https://openalex.org/W1978302214","https://openalex.org/W2141981133","https://openalex.org/W2068218029","https://openalex.org/W2162393942","https://openalex.org/W3147024994","https://openalex.org/W200201533","https://openalex.org/W1741177776","https://openalex.org/W4171918"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"new":[4,30],"face":[5,50],"recognition":[6,39,51],"method":[7],"for":[8,41],"human-robot":[9],"interaction.":[10],"Laplacianface":[11],"is":[12,53],"recently":[13],"proposed,":[14],"which":[15],"can":[16,27],"find":[17],"an":[18],"embedding":[19],"subspace":[20],"that":[21],"preserves":[22],"local":[23],"structure":[24],"information,":[25],"and":[26,67,75],"deal":[28],"with":[29,79],"test":[31],"data":[32],"easily.":[33],"However,":[34],"it":[35],"has":[36],"limitations":[37],"in":[38],"tasks":[40],"not":[42],"taking":[43],"class-specific":[44],"information":[45],"into":[46],"account.":[47],"A":[48],"novel":[49],"approach":[52],"proposed":[54],"based":[55],"on":[56],"the":[57,60,73],"combination":[58],"of":[59],"Gabor":[61],"wavelet,":[62],"Kernel":[63],"Discriminant":[64],"Laplacianfaces":[65],"(KDL)":[66],"classifier":[68],"fusion.":[69],"The":[70],"experiments":[71],"show":[72],"effectiveness":[74],"encouraging":[76],"performance":[77],"compared":[78],"some":[80],"other":[81],"existing":[82],"methods.":[83]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
