{"id":"https://openalex.org/W4402124874","doi":"https://doi.org/10.1109/tetci.2024.3436866","title":"3D-IMMC: Incomplete Multi-Modal 3D Shape Clustering via Cross Mapping and Dual Adaptive Fusion","display_name":"3D-IMMC: Incomplete Multi-Modal 3D Shape Clustering via Cross Mapping and Dual Adaptive Fusion","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4402124874","doi":"https://doi.org/10.1109/tetci.2024.3436866"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3436866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3436866","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/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":true,"raw_author_name":"Tianyi Qin","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"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/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"],"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"],"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/A5100845513","display_name":"Jiahui Song","orcid":"https://orcid.org/0009-0001-4180-1416"},"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":"Jiahui Song","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"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/A5037262980","display_name":"Liying Xu","orcid":"https://orcid.org/0000-0002-4628-3179"},"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":"Liying Xu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Huang","raw_affiliation_strings":["School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061896813"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":3.7534,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9411958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":"1","first_page":"99","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9932000041007996,"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":0.9932000041007996,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9746000170707703,"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/dual","display_name":"Dual (grammatical number)","score":0.5154631733894348},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4985160827636719},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4937194287776947},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46982383728027344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4513973593711853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3366813361644745},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11515548825263977},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.08349454402923584}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5154631733894348},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4985160827636719},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4937194287776947},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46982383728027344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4513973593711853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3366813361644745},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11515548825263977},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.08349454402923584},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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":1,"locations":[{"id":"doi:10.1109/tetci.2024.3436866","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3436866","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1920022804","https://openalex.org/W2560722161","https://openalex.org/W2963719070","https://openalex.org/W3008561560","https://openalex.org/W3010797203","https://openalex.org/W3035751812","https://openalex.org/W3092820619","https://openalex.org/W3110556690","https://openalex.org/W3119331429","https://openalex.org/W3120213044","https://openalex.org/W3154902219","https://openalex.org/W3160166991","https://openalex.org/W3162878372","https://openalex.org/W3169978599","https://openalex.org/W3173630221","https://openalex.org/W3196056489","https://openalex.org/W3204568647","https://openalex.org/W3215900581","https://openalex.org/W4214876032","https://openalex.org/W4286587761","https://openalex.org/W4290713716","https://openalex.org/W4297094536","https://openalex.org/W4306833423","https://openalex.org/W4312280106","https://openalex.org/W4312317653","https://openalex.org/W4312367717","https://openalex.org/W4312376671","https://openalex.org/W4312664986","https://openalex.org/W4312926916","https://openalex.org/W4320004450","https://openalex.org/W4360897681","https://openalex.org/W4362562906","https://openalex.org/W4376481209","https://openalex.org/W4386275547","https://openalex.org/W4390488675","https://openalex.org/W4393160175","https://openalex.org/W6668990524","https://openalex.org/W6685380521","https://openalex.org/W6731815755","https://openalex.org/W6739778489"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2083665254","https://openalex.org/W1926736923","https://openalex.org/W2515288625"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"with":[3,65],"the":[4,31,77,81,95,103,107,116,158,170],"rapid":[5],"growth":[6],"number":[7,22],"of":[8,23,80,97,134],"multi-modal":[9,25,32,48,60,86,109],"3D":[10,26,33,49,61,87,110,121,150,159,175],"shapes,":[11,88],"it":[12],"has":[13],"become":[14],"increasingly":[15],"important":[16],"to":[17,75,106,131,147],"efficiently":[18],"recognize":[19],"a":[20,44,124,139],"vast":[21],"unlabeled":[24],"shapes":[27],"through":[28],"clustering.":[29,51,154],"However,":[30],"shape":[34,50,62,111,122,151,160,176],"instances":[35,84],"are":[36],"usually":[37],"incomplete":[38,59,108],"in":[39,85],"practical":[40],"applications,":[41],"which":[42],"poses":[43],"considerable":[45],"challenge":[46],"for":[47,153],"To":[52,94],"this":[53,55,100],"end,":[54],"paper":[56,101],"proposes":[57],"an":[58],"clustering":[63,92,112,177],"method":[64],"cross":[66],"mapping":[67],"and":[68,165],"dual":[69,140],"adaptive":[70,141],"fusion,":[71],"termed":[72],"as":[73],"3D-IMMC,":[74],"alleviate":[76],"negative":[78],"impact":[79],"missing":[82,135],"modal":[83,136],"thus":[89],"obtaining":[90],"competitive":[91],"results.":[93],"best":[96],"our":[98],"knowledge,":[99],"is":[102,129,145],"first":[104],"attempt":[105],"task.":[113],"By":[114],"exploring":[115],"spatial":[117],"relationship":[118],"between":[119],"different":[120],"modalities,":[123],"spatial-aware":[125],"representation":[126,142],"cross-mapping":[127],"module":[128,144],"proposed":[130,171],"generate":[132],"representations":[133,152],"instances.":[137],"Then,":[138],"fusion":[143],"designed":[146],"obtain":[148],"comprehensive":[149],"Extensive":[155],"experiments":[156],"on":[157],"benchmark":[161],"datasets":[162],"(i.e.,":[163],"ModelNet10":[164],"ModelNet40)":[166],"have":[167],"demonstrated":[168],"that":[169],"3D-IMMC":[172],"achieves":[173],"promising":[174],"performance.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
