{"id":"https://openalex.org/W4404056499","doi":"https://doi.org/10.1109/tai.2024.3492163","title":"Swin-MGNet: Swin Transformer Based Multiview Grouping Network for 3-D Object Recognition","display_name":"Swin-MGNet: Swin Transformer Based Multiview Grouping Network for 3-D Object Recognition","publication_year":2024,"publication_date":"2024-11-05","ids":{"openalex":"https://openalex.org/W4404056499","doi":"https://doi.org/10.1109/tai.2024.3492163"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2024.3492163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3492163","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial 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/A5078037196","display_name":"Xin Ning","orcid":"https://orcid.org/0000-0001-7897-1673"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210149211","display_name":"Institute of Semiconductors","ror":"https://ror.org/048dd0611","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210149211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Ning","raw_affiliation_strings":["AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7897-1673","affiliations":[{"raw_affiliation_string":"AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210149211","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Limin Jiang","orcid":"https://orcid.org/0009-0000-0491-6321"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210149211","display_name":"Institute of Semiconductors","ror":"https://ror.org/048dd0611","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210149211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Jiang","raw_affiliation_strings":["AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-0491-6321","affiliations":[{"raw_affiliation_string":"AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210149211","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003551786","display_name":"Weijun Li","orcid":"https://orcid.org/0000-0001-9668-2883"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210149211","display_name":"Institute of Semiconductors","ror":"https://ror.org/048dd0611","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210149211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijun Li","raw_affiliation_strings":["AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9668-2883","affiliations":[{"raw_affiliation_string":"AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210149211","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085760057","display_name":"Zaiyang Yu","orcid":"https://orcid.org/0000-0002-3425-1153"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210149211","display_name":"Institute of Semiconductors","ror":"https://ror.org/048dd0611","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210149211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiyang Yu","raw_affiliation_strings":["AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3425-1153","affiliations":[{"raw_affiliation_string":"AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210149211","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinlong Xie","orcid":"https://orcid.org/0009-0001-5914-0345"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210149211","display_name":"Institute of Semiconductors","ror":"https://ror.org/048dd0611","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210149211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlong Xie","raw_affiliation_strings":["AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-5914-0345","affiliations":[{"raw_affiliation_string":"AnnLab, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210149211","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006167598","display_name":"Lusi Li","orcid":"https://orcid.org/0000-0002-4323-2632"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lusi Li","raw_affiliation_strings":["Department of Computer Science, Old Dominion University, Norfolk, VA, USA","Department of Computer ScienceOld Dominion University"],"raw_orcid":"https://orcid.org/0000-0002-4323-2632","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]},{"raw_affiliation_string":"Department of Computer ScienceOld Dominion University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082046789","display_name":"Prayag Tiwari","orcid":"https://orcid.org/0000-0002-2851-4260"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Prayag Tiwari","raw_affiliation_strings":["School of Information Technology, Halmstad University, Halmstad, Sweden","Alonso-Fernandez are with the School of Information Technology, Halmstad University, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-2851-4260","affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]},{"raw_affiliation_string":"Alonso-Fernandez are with the School of Information Technology, Halmstad University, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086684870","display_name":"Fernando Alonso\u2010Fernandez","orcid":"https://orcid.org/0000-0002-1400-346X"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fernando Alonso-Fernandez","raw_affiliation_strings":["School of Information Technology, Halmstad University, Halmstad, Sweden","Alonso-Fernandez are with the School of Information Technology, Halmstad University, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1400-346X","affiliations":[{"raw_affiliation_string":"School of Information Technology, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]},{"raw_affiliation_string":"Alonso-Fernandez are with the School of Information Technology, Halmstad University, Sweden","institution_ids":["https://openalex.org/I746986"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0936,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79317695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":"3","first_page":"747","last_page":"758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9763000011444092,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9763000011444092,"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":0.9628000259399414,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9587000012397766,"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":0.6519014835357666},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6267481446266174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4911822974681854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3848895728588104},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3755606412887573},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1544850766658783},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15348374843597412},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.04606211185455322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6519014835357666},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6267481446266174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4911822974681854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3848895728588104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3755606412887573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1544850766658783},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15348374843597412},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.04606211185455322}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2024.3492163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3492163","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8748841592","display_name":null,"funder_award_id":"62373343","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"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1644641054","https://openalex.org/W1920022804","https://openalex.org/W1975780119","https://openalex.org/W2027801633","https://openalex.org/W2051998685","https://openalex.org/W2085789144","https://openalex.org/W2799162093","https://openalex.org/W2890018557","https://openalex.org/W2905173041","https://openalex.org/W2917342980","https://openalex.org/W2921891839","https://openalex.org/W2964161804","https://openalex.org/W2964342398","https://openalex.org/W2976674591","https://openalex.org/W2981487534","https://openalex.org/W2986519121","https://openalex.org/W3006245489","https://openalex.org/W3085139254","https://openalex.org/W3091184187","https://openalex.org/W3138516171","https://openalex.org/W3194137276","https://openalex.org/W3204597830","https://openalex.org/W3207918547","https://openalex.org/W4214755140","https://openalex.org/W4225524201","https://openalex.org/W4225696264","https://openalex.org/W4246193833","https://openalex.org/W4281476175","https://openalex.org/W4283691784","https://openalex.org/W4312349930","https://openalex.org/W4312560592","https://openalex.org/W4312788538","https://openalex.org/W4313574681","https://openalex.org/W4316876965","https://openalex.org/W4319300011","https://openalex.org/W4323057853","https://openalex.org/W4385245566","https://openalex.org/W4386075553","https://openalex.org/W4386076582","https://openalex.org/W4386954497","https://openalex.org/W4389664544","https://openalex.org/W4390872370","https://openalex.org/W4396830596","https://openalex.org/W6684191040","https://openalex.org/W6762083118","https://openalex.org/W6779695249","https://openalex.org/W6779879114","https://openalex.org/W6784333009","https://openalex.org/W6787132068","https://openalex.org/W6788071488","https://openalex.org/W6802400115","https://openalex.org/W6810249204","https://openalex.org/W6843496403","https://openalex.org/W6846614515","https://openalex.org/W6847172962","https://openalex.org/W6848557197","https://openalex.org/W6849625675","https://openalex.org/W6850880857"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Recent":[0],"developments":[1],"in":[2,10,37,181],"Swin":[3,35,44,92,116,121],"Transformer":[4,36,45,93,122],"have":[5],"shown":[6],"its":[7],"great":[8],"potential":[9],"various":[11],"computer":[12],"vision":[13],"tasks,":[14],"including":[15],"image":[16],"classification,":[17],"semantic":[18],"segmentation,":[19],"and":[20,53,131,153,164],"object":[21,40,184],"detection.":[22],"However,":[23],"it":[24],"is":[25,156,190],"challenging":[26],"to":[27,61,68,94,106,123,142,147,158],"achieve":[28],"desired":[29],"performance":[30,176],"by":[31,114],"directly":[32],"employing":[33],"the":[34,43,48,63,69,72,78,91,96,115,144,160],"multiview":[38,64,79,129,182],"3-D":[39,183],"recognition":[41,185],"since":[42],"independently":[46],"extracts":[47],"characteristics":[49],"of":[50,71,75,110],"each":[51],"view":[52,135,163],"relies":[54],"heavily":[55],"on":[56],"a":[57,107,151],"subsequent":[58],"fusion":[59,154],"strategy":[60,88],"unify":[62],"information.":[65],"This":[66],"leads":[67],"problem":[70],"insufficient":[73],"extraction":[74],"interdependencies":[76],"between":[77,98],"images.":[80],"To":[81],"this":[82],"end,":[83],"we":[84,119],"propose":[85],"an":[86],"aggregation":[87],"integrated":[89],"into":[90],"reinforce":[95],"connections":[97],"internal":[99],"features":[100,112,146,161],"across":[101],"multiple":[102],"views,":[103],"thus":[104],"leading":[105],"complete":[108],"interpretation":[109],"isolated":[111],"extracted":[113],"Transformer.":[117],"Specifically,":[118],"utilize":[120],"learn":[124],"view-level":[125,145],"feature":[126],"representations":[127],"from":[128,162],"images":[130],"then":[132],"calculate":[133],"their":[134],"discrimination":[136],"scores.":[137],"The":[138,167,187],"scores":[139],"are":[140],"employed":[141],"assign":[143],"different":[148],"groups.":[149],"Finally,":[150],"grouping":[152],"network":[155],"proposed":[157],"aggregate":[159],"group":[165],"levels.":[166],"experimental":[168],"results":[169],"indicate":[170],"that":[171],"our":[172],"method":[173],"attains":[174],"state-of-the-art":[175],"compared":[177],"with":[178],"prior":[179],"approaches":[180],"tasks.":[186],"source":[188],"code":[189],"available":[191],"at":[192],"<uri>https://github.com/Qishaohua94/DEST</uri>.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}