{"id":"https://openalex.org/W1971756996","doi":"https://doi.org/10.1109/tcyb.2013.2285219","title":"Feature Correlation Hypergraph: Exploiting High-order Potentials for Multimodal Recognition","display_name":"Feature Correlation Hypergraph: Exploiting High-order Potentials for Multimodal Recognition","publication_year":2013,"publication_date":"2013-11-19","ids":{"openalex":"https://openalex.org/W1971756996","doi":"https://doi.org/10.1109/tcyb.2013.2285219","mag":"1971756996","pmid":"https://pubmed.ncbi.nlm.nih.gov/24184790"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2013.2285219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2013.2285219","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5031755593","display_name":"Luming Zhang","orcid":"https://orcid.org/0000-0001-7187-6526"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Luming Zhang","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602494","display_name":"Yue Gao","orcid":"https://orcid.org/0000-0002-4971-590X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yue Gao","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068425936","display_name":"Chaoqun Hong","orcid":"https://orcid.org/0000-0003-4472-7298"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqun Hong","raw_affiliation_strings":["Department of Computer Science, Xiamen University of Technology, Xiamen, China","[Department of Computer Science, Xiamen University of Technology, Xiamen, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Xiamen University of Technology, Xiamen, China","institution_ids":["https://openalex.org/I75867142"]},{"raw_affiliation_string":"[Department of Computer Science, Xiamen University of Technology, Xiamen, China]","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023211608","display_name":"Yinfu Feng","orcid":"https://orcid.org/0000-0001-9136-0965"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinfu Feng","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Zhejiang, China","[College of Computer Science, Zhejiang University, Zhejiang, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"[College of Computer Science, Zhejiang University, Zhejiang, China]","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062252650","display_name":"Jianke Zhu","orcid":"https://orcid.org/0000-0003-1831-0106"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianke Zhu","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Zhejiang, China","[College of Computer Science, Zhejiang University, Zhejiang, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"[College of Computer Science, Zhejiang University, Zhejiang, China]","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037942269","display_name":"Deng Cai","orcid":"https://orcid.org/0000-0001-9817-4065"},"institutions":[{"id":"https://openalex.org/I4210156066","display_name":"State Key Laboratory of Chemical Engineering","ror":"https://ror.org/05803vc71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156066"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deng Cai","raw_affiliation_strings":["State Key Laboratory of CAD & CG, College of Computer Science, Zhejiang University, Zhejiang, China","[State Key Laboratory of CAD & CG, College of Computer Science, Zhejiang University, Zhejiang, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of CAD & CG, College of Computer Science, Zhejiang University, Zhejiang, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4210156066"]},{"raw_affiliation_string":"[State Key Laboratory of CAD & CG, College of Computer Science, Zhejiang University, Zhejiang, China]","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.863,"has_fulltext":false,"cited_by_count":142,"citation_normalized_percentile":{"value":0.99301218,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"44","issue":"8","first_page":"1408","last_page":"1419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987999796867371,"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":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7115749716758728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6920356154441833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6479966044425964},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.598758339881897},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.5350723266601562},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5120973587036133},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4520249366760254},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4419698119163513},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.42725154757499695},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4250243604183197},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23954319953918457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22470489144325256}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7115749716758728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6920356154441833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6479966044425964},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.598758339881897},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.5350723266601562},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5120973587036133},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4520249366760254},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4419698119163513},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.42725154757499695},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4250243604183197},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23954319953918457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22470489144325256},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2013.2285219","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2013.2285219","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:24184790","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24184790","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1879824623","display_name":null,"funder_award_id":"61202145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W75825362","https://openalex.org/W1550614472","https://openalex.org/W1566135517","https://openalex.org/W1576445103","https://openalex.org/W1607198972","https://openalex.org/W1968969471","https://openalex.org/W1989085630","https://openalex.org/W1989889610","https://openalex.org/W1994741865","https://openalex.org/W2006904655","https://openalex.org/W2007972815","https://openalex.org/W2010632104","https://openalex.org/W2014854862","https://openalex.org/W2026942141","https://openalex.org/W2027773397","https://openalex.org/W2031823405","https://openalex.org/W2042241913","https://openalex.org/W2047619634","https://openalex.org/W2051376960","https://openalex.org/W2056952330","https://openalex.org/W2066718104","https://openalex.org/W2068078373","https://openalex.org/W2094651715","https://openalex.org/W2098154993","https://openalex.org/W2099206369","https://openalex.org/W2099606917","https://openalex.org/W2100235303","https://openalex.org/W2101057528","https://openalex.org/W2101200205","https://openalex.org/W2108193616","https://openalex.org/W2109154902","https://openalex.org/W2109258005","https://openalex.org/W2112008792","https://openalex.org/W2112074816","https://openalex.org/W2114994812","https://openalex.org/W2120137102","https://openalex.org/W2121568632","https://openalex.org/W2123621948","https://openalex.org/W2124372976","https://openalex.org/W2125148312","https://openalex.org/W2128700566","https://openalex.org/W2131649237","https://openalex.org/W2131855659","https://openalex.org/W2135511047","https://openalex.org/W2135522210","https://openalex.org/W2137758646","https://openalex.org/W2142785776","https://openalex.org/W2143343451","https://openalex.org/W2146025803","https://openalex.org/W2154683974","https://openalex.org/W2156571432","https://openalex.org/W2158275940","https://openalex.org/W2158449659","https://openalex.org/W2160124221","https://openalex.org/W2163352848","https://openalex.org/W2166049352","https://openalex.org/W2166782149","https://openalex.org/W2167112288","https://openalex.org/W2170057991","https://openalex.org/W4205687621","https://openalex.org/W6603036516","https://openalex.org/W6675576870","https://openalex.org/W6677309079","https://openalex.org/W6679194931","https://openalex.org/W6679720372","https://openalex.org/W6685083254"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W2581696209","https://openalex.org/W2020430625","https://openalex.org/W2044065526","https://openalex.org/W2058306460","https://openalex.org/W2955952267","https://openalex.org/W2076436625","https://openalex.org/W2083564146","https://openalex.org/W2148428954","https://openalex.org/W2049095871"],"abstract_inverted_index":{"In":[0],"computer":[1],"vision":[2],"and":[3,42,72],"multimedia":[4],"analysis,":[5],"it":[6,45],"is":[7,46,158,178],"common":[8],"to":[9,16,22,37,48,89,116,146,162,180],"use":[10],"multiple":[11],"features":[12,36,51,167],"(or":[13],"multimodal":[14,50,95,105,123,152,166],"features)":[15],"represent":[17,38],"an":[18],"object.":[19],"For":[20],"example,":[21],"well":[23],"characterize":[24],"a":[25,32,103,113,130,141,155,169,174,182],"natural":[26],"scene":[27],"image,":[28],"we":[29,101,110,139],"typically":[30],"extract":[31],"set":[33,170],"of":[34,62,66,133,171,204],"visual":[35],"its":[39],"color,":[40],"texture,":[41],"shape.":[43],"However,":[44],"challenging":[47],"integrate":[49],"optimally.":[52],"Since":[53],"they":[54,78],"are":[55,74],"usually":[56],"high-order":[57,92,119,149],"correlated,":[58],"e.g.,":[59],"the":[60,81,85,91,118,122,134,148,164,187,202],"histogram":[61],"gradient":[63],"(HOG),":[64],"bag":[65],"scale":[67],"invariant":[68],"feature":[69,106,142],"transform":[70],"descriptors,":[71],"wavelets":[73],"closely":[75],"related":[76],"because":[77],"collaboratively":[79],"reflect":[80],"image":[82],"texture.":[83],"Nevertheless,":[84],"existing":[86],"algorithms":[87],"fail":[88],"capture":[90,117],"correlation":[93,120,143],"among":[94,121,151],"features.":[96,153],"To":[97],"solve":[98],"this":[99],"problem,":[100],"present":[102],"new":[104,114],"integration":[107],"framework.":[108],"Particularly,":[109],"first":[111],"define":[112],"measure":[115],"features,":[124],"which":[125],"can":[126],"be":[127],"deemed":[128],"as":[129],"direct":[131],"extension":[132],"previous":[135],"binary":[136],"correlation.":[137],"Therefore,":[138],"construct":[140],"hypergraph":[144],"(FCH)":[145],"model":[147],"relations":[150],"Finally,":[154],"clustering":[156],"algorithm":[157],"performed":[159],"on":[160,197],"FCH":[161],"group":[163],"original":[165],"into":[168],"partitions.":[172],"Moreover,":[173],"multiclass":[175],"boosting":[176],"strategy":[177],"developed":[179],"obtain":[181],"strong":[183],"classifier":[184],"by":[185],"combining":[186],"weak":[188],"classifiers":[189],"learned":[190],"from":[191],"each":[192],"partition.":[193],"The":[194],"experimental":[195],"results":[196],"seven":[198],"popular":[199],"datasets":[200],"show":[201],"effectiveness":[203],"our":[205],"approach.":[206]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":30},{"year":2017,"cited_by_count":30},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":31},{"year":2014,"cited_by_count":20}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
