{"id":"https://openalex.org/W3198448324","doi":"https://doi.org/10.1145/3460426.3463669","title":"MSAV","display_name":"MSAV","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3198448324","doi":"https://doi.org/10.1145/3460426.3463669","mag":"3198448324"},"language":"en","primary_location":{"id":"doi:10.1145/3460426.3463669","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460426.3463669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-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/A5024442284","display_name":"Huibing Wang","orcid":"https://orcid.org/0000-0002-6591-9304"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huibing Wang","raw_affiliation_strings":["Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007974953","display_name":"Guangqi Jiang","orcid":"https://orcid.org/0000-0001-9748-0407"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangqi Jiang","raw_affiliation_strings":["Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026903418","display_name":"Jinjia Peng","orcid":"https://orcid.org/0000-0001-7320-9508"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjia Peng","raw_affiliation_strings":["Hebei University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061942743","display_name":"Xianping Fu","orcid":"https://orcid.org/0000-0001-9888-9327"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianping Fu","raw_affiliation_strings":["Dalian Maritime University &amp; Pengcheng Laboratory, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University &amp; Pengcheng Laboratory, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024442284"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":0.1921,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49058824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"653","last_page":"659"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.995199978351593,"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":0.995199978351593,"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/T10860","display_name":"Speech and Audio Processing","score":0.995199978351593,"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":0.9930999875068665,"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":0.7591853141784668},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.605418860912323},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5751863121986389},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5450385808944702},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.5220410823822021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49817514419555664},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48913127183914185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3962198793888092},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35336458683013916},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.344290554523468},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18413904309272766}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7591853141784668},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.605418860912323},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5751863121986389},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5450385808944702},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.5220410823822021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49817514419555664},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48913127183914185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3962198793888092},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35336458683013916},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.344290554523468},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18413904309272766},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3460426.3463669","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460426.3463669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8058024318","display_name":null,"funder_award_id":"62002041","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":30,"referenced_works":["https://openalex.org/W1514406729","https://openalex.org/W1545641654","https://openalex.org/W1589137271","https://openalex.org/W1907775068","https://openalex.org/W1977601302","https://openalex.org/W2070127246","https://openalex.org/W2071207147","https://openalex.org/W2129812935","https://openalex.org/W2145072179","https://openalex.org/W2166782149","https://openalex.org/W2186500555","https://openalex.org/W2532338691","https://openalex.org/W2551492216","https://openalex.org/W2571958202","https://openalex.org/W2725922920","https://openalex.org/W2799150641","https://openalex.org/W2808646376","https://openalex.org/W2881233020","https://openalex.org/W2926636120","https://openalex.org/W2954484506","https://openalex.org/W3007380221","https://openalex.org/W3033250778","https://openalex.org/W3034209284","https://openalex.org/W3043613541","https://openalex.org/W3105204788","https://openalex.org/W3111340645","https://openalex.org/W3148981562","https://openalex.org/W3154552252","https://openalex.org/W3184092807","https://openalex.org/W4240153047"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W1980381208","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W2086435982"],"abstract_inverted_index":{"With":[0],"the":[1,41,46,66,112,119,147,169],"development":[2],"of":[3,48,60,118,149,171],"multimedia":[4],"period,":[5],"information":[6,29],"is":[7,22,37,155],"always":[8],"caputred":[9],"with":[10,65,83],"multiple":[11,122],"views,":[12,151],"which":[13,87],"causes":[14],"a":[15,127],"research":[16],"upsurge":[17],"on":[18,163],"multi-view":[19,25,42,55,100,105],"learning.":[20],"It":[21],"obvious":[23],"that":[24],"data":[26,106,120],"contains":[27],"more":[28],"than":[30],"those":[31,94],"single":[32],"view":[33],"ones.":[34],"Therefore,":[35],"it":[36],"crucial":[38],"to":[39,44,92,110,131,139,145,167],"develop":[40],"algorithms":[43,56,98],"adapt":[45],"demand":[47],"many":[49],"applications.":[50],"Even":[51],"though":[52],"some":[53],"excellent":[54],"were":[57],"proposed,":[58],"most":[59],"them":[61],"can":[62],"only":[63],"deal":[64],"specific":[67],"problems.":[68],"To":[69],"tacle":[70],"this":[71,73],"problem,":[72],"paper":[74],"proposes":[75],"an":[76,89],"unified":[77,90],"framework":[78],"named":[79],"Multi-view":[80],"Subspace":[81],"Analysis":[82],"View":[84],"Consistence":[85],"(MSAV),":[86],"provides":[88],"means":[91],"extend":[93],"single-view":[95],"dimension":[96],"reduciton":[97],"into":[99,107],"versions.":[101],"MSAV":[102],"first":[103],"extends":[104],"kernel":[108],"space":[109],"avoid":[111],"problem":[113],"caused":[114],"by":[115,157],"different":[116],"dimensions":[117],"from":[121],"views.":[123],"Then,":[124],"we":[125],"introduced":[126],"self-weighted":[128],"learning":[129],"strategy":[130],"automatically":[132],"assign":[133],"weights":[134],"for":[135],"all":[136,150],"views":[137],"according":[138],"their":[140],"importance.":[141],"Finally,":[142],"in":[143],"order":[144],"promote":[146],"consistence":[148],"Hilbert-Schmidt":[152],"Independence":[153],"Criterion":[154],"adopted":[156],"MSAV.":[158,172],"Furthermore,":[159],"We":[160],"conducted":[161],"experiments":[162],"several":[164],"benchmark":[165],"datasets":[166],"verify":[168],"performance":[170]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-09-13T00:00:00"}
