{"id":"https://openalex.org/W4390488675","doi":"https://doi.org/10.1109/tmm.2023.3347842","title":"Contrastive Multi-View Learning for 3D Shape Clustering","display_name":"Contrastive Multi-View Learning for 3D Shape Clustering","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390488675","doi":"https://doi.org/10.1109/tmm.2023.3347842"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3347842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3347842","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5061202217","display_name":"Bo Peng","orcid":"https://orcid.org/0000-0002-6616-453X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Peng","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6616-453X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037200386","display_name":"Guoting Lin","orcid":"https://orcid.org/0000-0002-3561-1456"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoting Lin","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-3561-1456","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490093","display_name":"Jianjun Lei","orcid":"https://orcid.org/0000-0003-3171-7680"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Lei","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-3171-7680","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061896813","display_name":"Tianyi Qin","orcid":"https://orcid.org/0000-0002-9322-7321"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Qin","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9322-7321","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068837264","display_name":"Xiaochun Cao","orcid":"https://orcid.org/0000-0001-7141-708X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochun Cao","raw_affiliation_strings":["School of Cyber Science and Technology, Shenzhen Campus, Sun Yat-sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7141-708X","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Shenzhen Campus, Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018686979","display_name":"Nam Ling","orcid":"https://orcid.org/0000-0002-5741-7937"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Ling","raw_affiliation_strings":["Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5741-7937","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5048,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95537934,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":null,"first_page":"6262","last_page":"6272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9639000296592712,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9616000056266785,"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":0.8051795959472656},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7893491983413696},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6939620971679688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6561357975006104},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4816533625125885},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47541218996047974},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40856504440307617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051795959472656},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7893491983413696},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6939620971679688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6561357975006104},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4816533625125885},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47541218996047974},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40856504440307617}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2023.3347842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3347842","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3316409514","display_name":null,"funder_award_id":"62125110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4725545030","display_name":null,"funder_award_id":"61931014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G732678408","display_name":null,"funder_award_id":"62101379","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":57,"referenced_works":["https://openalex.org/W1538422756","https://openalex.org/W1644641054","https://openalex.org/W1920022804","https://openalex.org/W1977556410","https://openalex.org/W2122111042","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2779692282","https://openalex.org/W2796426482","https://openalex.org/W2797653144","https://openalex.org/W2798991696","https://openalex.org/W2883604724","https://openalex.org/W2883725317","https://openalex.org/W2895082017","https://openalex.org/W2896196878","https://openalex.org/W2898233200","https://openalex.org/W2906217954","https://openalex.org/W2962849139","https://openalex.org/W2962852342","https://openalex.org/W2962928839","https://openalex.org/W2962997960","https://openalex.org/W2963443993","https://openalex.org/W2963627347","https://openalex.org/W2963764569","https://openalex.org/W2963926543","https://openalex.org/W2966840649","https://openalex.org/W2986519121","https://openalex.org/W2990500698","https://openalex.org/W2998388430","https://openalex.org/W3000577579","https://openalex.org/W3031112623","https://openalex.org/W3034363127","https://openalex.org/W3035524453","https://openalex.org/W3035663159","https://openalex.org/W3087124270","https://openalex.org/W3097823560","https://openalex.org/W3108655343","https://openalex.org/W3114136294","https://openalex.org/W3118881191","https://openalex.org/W3163957165","https://openalex.org/W3168316785","https://openalex.org/W3169978599","https://openalex.org/W3173972271","https://openalex.org/W3193364460","https://openalex.org/W3204568647","https://openalex.org/W3212924718","https://openalex.org/W4206441147","https://openalex.org/W4214876032","https://openalex.org/W4220873374","https://openalex.org/W4286587761","https://openalex.org/W4308067897","https://openalex.org/W4312926916","https://openalex.org/W4362683540","https://openalex.org/W6685380521","https://openalex.org/W6729001083","https://openalex.org/W6748208425","https://openalex.org/W6779739962"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2088733771","https://openalex.org/W2958404818"],"abstract_inverted_index":{"Unsupervised":[0],"3D":[1,25,39,55,72,97,105],"shape":[2,56,73,98,106],"clustering":[3,58,89,107],"is":[4,51,91,114],"emerging":[5],"as":[6],"a":[7,30,86,102,109],"promising":[8],"research":[9],"topic":[10],"in":[11,66],"multimedia":[12],"and":[13,81],"computer":[14],"vision":[15],"field.":[16],"Considering":[17],"the":[18,45,52,122,139,142],"flexibility":[19],"of":[20,47,124,141],"acquiring":[21],"multiple":[22,42,84],"views":[23],"for":[24,76],"shapes,":[26],"this":[27,50,63],"paper":[28],"proposes":[29],"contrastive":[31,88,112],"multi-view":[32],"learning":[33,120],"network":[34],"(CMVL-Net)":[35],"to":[36,62,68,93,116],"cluster":[37],"unlabeled":[38],"shapes":[40],"from":[41],"views.":[43],"To":[44,100],"best":[46],"our":[48],"knowledge,":[49],"first":[53],"multi-view-oriented":[54],"deep":[57],"method.":[59,144],"The":[60],"key":[61],"method":[64],"lies":[65],"how":[67],"capture":[69],"highly":[70],"discriminative":[71,96],"features":[74],"suitable":[75],"clustering.":[77],"By":[78],"exploring":[79],"consistency":[80,119],"complementarity":[82],"among":[83,128],"views,":[85],"cross-view":[87],"mechanism":[90],"proposed":[92,143],"learn":[94],"clustering-specified":[95],"features.":[99],"obtain":[101],"more":[103],"compact":[104],"structure,":[108],"consensus":[110],"graph-guided":[111],"constraint":[113],"designed":[115],"encourage":[117],"cluster-wise":[118],"under":[121],"guidance":[123],"potential":[125],"category":[126],"associations":[127],"shapes.":[129],"Experimental":[130],"results":[131],"on":[132],"two":[133],"widely":[134],"used":[135],"benchmark":[136],"datasets":[137],"demonstrate":[138],"effectiveness":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}