{"id":"https://openalex.org/W4377231545","doi":"https://doi.org/10.1109/tcsvt.2023.3278285","title":"Joint Shared-and-Specific Information for Deep Multi-View Clustering","display_name":"Joint Shared-and-Specific Information for Deep Multi-View Clustering","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4377231545","doi":"https://doi.org/10.1109/tcsvt.2023.3278285"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3278285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3278285","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","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/A5101344554","display_name":"Jin Chen","orcid":"https://orcid.org/0009-0004-3312-9588"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Chen","raw_affiliation_strings":["Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101599930","display_name":"Aiping Huang","orcid":"https://orcid.org/0000-0002-6354-9039"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiping Huang","raw_affiliation_strings":["Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6354-9039","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050309466","display_name":"Wei Gao","orcid":"https://orcid.org/0000-0001-7429-5495"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gao","raw_affiliation_strings":["School of Electronic and Computer Engineering, Shenzhen Graduate School, Peking University, Shenzhen, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7429-5495","affiliations":[{"raw_affiliation_string":"School of Electronic and Computer Engineering, Shenzhen Graduate School, Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066931530","display_name":"Yuzhen Niu","orcid":"https://orcid.org/0000-0002-9874-9719"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhen Niu","raw_affiliation_strings":["Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","Key Laboratory of Spatial Data Mining and Information Sharing, Ministry of Education, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0002-9874-9719","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing, Ministry of Education, Fujian, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057108758","display_name":"Tiesong Zhao","orcid":"https://orcid.org/0000-0002-7497-8883"},"institutions":[{"id":"https://openalex.org/I4210156302","display_name":"Tan Kah Kee Innovation Laboratory","ror":"https://ror.org/05jxgts87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156302"]},{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiesong Zhao","raw_affiliation_strings":["Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","Fujian Science and Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7497-8883","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Fujian Science and Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, China","institution_ids":["https://openalex.org/I4210156302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2336,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.89978061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"12","first_page":"7224","last_page":"7235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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/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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9969000220298767,"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/computer-science","display_name":"Computer science","score":0.8180776834487915},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.697050929069519},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.655308187007904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5871309638023376},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5503931045532227},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5388936400413513},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5006904602050781},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4330938458442688},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4326986074447632},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3994782567024231},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39784473180770874},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26389241218566895},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08484849333763123}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8180776834487915},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.697050929069519},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.655308187007904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5871309638023376},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5503931045532227},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5388936400413513},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5006904602050781},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4330938458442688},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4326986074447632},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3994782567024231},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39784473180770874},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26389241218566895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08484849333763123},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3278285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3278285","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G6013411704","display_name":null,"funder_award_id":"2022J02015","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1638081485","https://openalex.org/W2106521131","https://openalex.org/W2108502868","https://openalex.org/W2526639894","https://openalex.org/W2584959193","https://openalex.org/W2605146283","https://openalex.org/W2605224169","https://openalex.org/W2619383789","https://openalex.org/W2756626360","https://openalex.org/W2779176574","https://openalex.org/W2787885212","https://openalex.org/W2892816441","https://openalex.org/W2893140104","https://openalex.org/W2900665190","https://openalex.org/W2903776906","https://openalex.org/W2903938664","https://openalex.org/W2905279478","https://openalex.org/W2921065608","https://openalex.org/W2951897416","https://openalex.org/W2962897020","https://openalex.org/W2964028976","https://openalex.org/W2964744810","https://openalex.org/W2965624713","https://openalex.org/W2966840649","https://openalex.org/W2988613494","https://openalex.org/W3006634967","https://openalex.org/W3093073969","https://openalex.org/W3117195566","https://openalex.org/W3120213044","https://openalex.org/W3122451732","https://openalex.org/W3122870122","https://openalex.org/W3169978599","https://openalex.org/W3183406698","https://openalex.org/W3191867763","https://openalex.org/W3206294656","https://openalex.org/W3212304386","https://openalex.org/W4200226646","https://openalex.org/W4210792995","https://openalex.org/W4226080957","https://openalex.org/W4226276141","https://openalex.org/W4235169531","https://openalex.org/W4240416043","https://openalex.org/W4283792797","https://openalex.org/W4292348099","https://openalex.org/W6639480849","https://openalex.org/W6683885849","https://openalex.org/W6725448924","https://openalex.org/W6729482032","https://openalex.org/W6736527398"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Multi-view":[0],"data":[1,70],"describes":[2],"an":[3,72],"image":[4],"sample":[5],"with":[6,51,99,121,131],"different":[7],"modalities":[8],"of":[9,17,68,129,156],"features,":[10],"thus":[11],"provides":[12],"a":[13,47,104],"more":[14],"comprehensive":[15],"description":[16],"data.":[18],"Its":[19],"three":[20,43],"basic":[21],"characteristics,":[22],"i.e.,":[23],"consensus,":[24,63],"complementary":[25],"and":[26,81,94,117,140,145],"redundancy,":[27,88],"determine":[28],"its":[29],"performances":[30],"in":[31,154],"computer":[32],"vision":[33],"tasks.":[34],"In":[35],"this":[36],"paper,":[37],"we":[38],"effectively":[39],"exploit":[40],"the":[41,62,87,100,110,114,122,127],"above":[42],"characteristics":[44],"to":[45],"propose":[46],"deep":[48],"learning":[49],"scheme":[50],"joint":[52],"shared-and-specific":[53],"information":[54,67],"(JSSI)":[55],"for":[56],"multi-view":[57,69,132],"clustering.":[58],"Aiming":[59,84,107],"at":[60,85,108],"facilitating":[61],"JSSI":[64,89,112,130,149],"extracts":[65],"shared":[66,101,115],"via":[71,103],"adversarial":[73],"similarity":[74],"constraint,":[75],"which":[76],"is":[77],"realized":[78],"by":[79],"classification":[80],"discrimination":[82],"interactions.":[83],"reducing":[86],"separate":[90],"out":[91],"view-specific":[92],"features":[93,102,116],"prevent":[95],"them":[96,120],"from":[97],"interfering":[98],"difference":[105],"constraint.":[106],"ensuring":[109],"complementary,":[111],"aligns":[113],"then":[118],"concatenates":[119],"specific":[123],"features.":[124],"We":[125],"examine":[126],"effectiveness":[128],"clustering":[133],"on":[134],"real-world":[135],"datasets,":[136],"such":[137],"as":[138],"faces":[139],"indoor":[141],"scenes.":[142],"Extensive":[143],"experiments":[144],"comparisons":[146],"show":[147],"that":[148],"outperforms":[150],"other":[151],"state-of-the-art":[152],"methods":[153],"most":[155],"these":[157],"datasets.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
