{"id":"https://openalex.org/W4386137987","doi":"https://doi.org/10.1007/s00530-023-01166-y","title":"View-target relation-guided unsupervised 2D image-based 3D model retrieval via transformer","display_name":"View-target relation-guided unsupervised 2D image-based 3D model retrieval via transformer","publication_year":2023,"publication_date":"2023-08-24","ids":{"openalex":"https://openalex.org/W4386137987","doi":"https://doi.org/10.1007/s00530-023-01166-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-023-01166-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-023-01166-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-023-01166-y.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00530-023-01166-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009069367","display_name":"Jiacheng Chang","orcid":"https://orcid.org/0009-0001-2267-3981"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiacheng Chang","raw_affiliation_strings":["College of Intelligent Systems Science and Engineering, Harbin Engineering University, 145 Nantong Street, Nangang District, Harbin, 150001, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, 145 Nantong Street, Nangang District, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074004119","display_name":"Lanyong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanyong Zhang","raw_affiliation_strings":["College of Intelligent Systems Science and Engineering, Harbin Engineering University, 145 Nantong Street, Nangang District, Harbin, 150001, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, 145 Nantong Street, Nangang District, Harbin, 150001, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077948412","display_name":"Zhuang Shao","orcid":"https://orcid.org/0000-0001-7824-0985"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zhuang Shao","raw_affiliation_strings":["Warwick Manufacturing Group, University of Warwick, IMC Centre, Coventry, CV4 7AL, UK"],"affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, University of Warwick, IMC Centre, Coventry, CV4 7AL, UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077948412"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":3.6763,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94071158,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"29","issue":"6","first_page":"3891","last_page":"3901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9991999864578247,"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":0.9991999864578247,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9983999729156494,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8384777307510376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6142742037773132},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6021278500556946},{"id":"https://openalex.org/keywords/3d-model","display_name":"3d model","score":0.4455321431159973},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4449208676815033},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4290613830089569},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.42097264528274536},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38408204913139343},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3736579418182373},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3685474991798401},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3179844319820404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8384777307510376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6142742037773132},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6021278500556946},{"id":"https://openalex.org/C3019007443","wikidata":"https://www.wikidata.org/wiki/Q568742","display_name":"3d model","level":2,"score":0.4455321431159973},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4449208676815033},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4290613830089569},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.42097264528274536},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38408204913139343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3736579418182373},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3685474991798401},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3179844319820404},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-023-01166-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-023-01166-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-023-01166-y.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00530-023-01166-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-023-01166-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-023-01166-y.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G309674882","display_name":null,"funder_award_id":"2021YFB3901300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6661788989","display_name":null,"funder_award_id":"SKLRS-2023-KF-17","funder_id":"https://openalex.org/F4320327001","funder_display_name":"State Key Laboratory of Robotics and System"},{"id":"https://openalex.org/G8992687533","display_name":null,"funder_award_id":"62203133","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/F4320327001","display_name":"State Key Laboratory of Robotics and System","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386137987.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W770922146","https://openalex.org/W1644641054","https://openalex.org/W2322020277","https://openalex.org/W2612326916","https://openalex.org/W2616287544","https://openalex.org/W2618530766","https://openalex.org/W2776346076","https://openalex.org/W2884771968","https://openalex.org/W2902078856","https://openalex.org/W2922085350","https://openalex.org/W2963341956","https://openalex.org/W2974212192","https://openalex.org/W2981506675","https://openalex.org/W2981540341","https://openalex.org/W3034706886","https://openalex.org/W3092675243","https://openalex.org/W3103114094","https://openalex.org/W3111980808","https://openalex.org/W3112065721","https://openalex.org/W3190654993","https://openalex.org/W3205493274","https://openalex.org/W3210811820","https://openalex.org/W4205312993","https://openalex.org/W4206998227","https://openalex.org/W4286486474","https://openalex.org/W4292794050","https://openalex.org/W4294009699","https://openalex.org/W4297450596","https://openalex.org/W4308785766","https://openalex.org/W4311759245","https://openalex.org/W4312361860","https://openalex.org/W4312560592","https://openalex.org/W4312719508","https://openalex.org/W4312768455","https://openalex.org/W4312792979","https://openalex.org/W4313184106","https://openalex.org/W4321232185","https://openalex.org/W4327923876","https://openalex.org/W4386280799","https://openalex.org/W4387643249"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W4306353150","https://openalex.org/W8219677","https://openalex.org/W2168054807","https://openalex.org/W2058990474","https://openalex.org/W2026860389","https://openalex.org/W2043363698","https://openalex.org/W3207883763","https://openalex.org/W4386977688","https://openalex.org/W2383394264"],"abstract_inverted_index":{"Abstract":[0],"Unsupervised":[1],"2D":[2,20,40],"image-based":[3],"3D":[4,15,43,65,105,115,131],"model":[5,44,66,106,116],"retrieval":[6,107,117],"aims":[7],"at":[8],"retrieving":[9],"images":[10,41],"from":[11],"the":[12,18,23,51,55,64,71,85,126,148,151,160,170],"gallery":[13,45,67],"of":[14,39,87,95,111,125,130,150,172],"models":[16],"by":[17,70,84],"given":[19],"images.":[21],"Despite":[22],"encouraging":[24],"progress":[25],"made":[26],"in":[27,63,91,98,138],"this":[28,99],"task,":[29],"there":[30],"are":[31],"still":[32,47],"two":[33,56],"significant":[34],"limitations:":[35],"(1)":[36],"feature":[37],"alignment":[38,152],"and":[42],"is":[46,157],"difficult":[48],"due":[49],"to":[50,76,122,146,176],"huge":[52],"gap":[53],"between":[54],"modalities.":[57],"(2)":[58],"The":[59,154,164],"important":[60],"view":[61,128],"information":[62,129],"was":[68],"ignored":[69],"prior":[72],"arts,":[73],"which":[74],"led":[75],"inaccurate":[77],"results.":[78],"To":[79],"alleviate":[80],"these":[81],"limitations,":[82],"inspired":[83],"success":[86],"vision":[88,96],"transformers":[89],"(ViT)":[90],"a":[92],"great":[93],"variety":[94],"tasks,":[97],"paper,":[100],"we":[101,133],"propose":[102],"an":[103,135],"end-to-end":[104],"architecture":[108],"on":[109,159],"top":[110],"ViT,":[112],"termly":[113],"transformer-based":[114],"network":[118],"(T3DRN).":[119],"In":[120],"addition,":[121],"take":[123],"advantage":[124],"valuable":[127],"models,":[132],"present":[134],"attentive":[136,143],"module":[137,144],"T3DRN":[139],"named":[140],"shared":[141],"view-guided":[142],"(SVAM)":[145],"guide":[147],"learning":[149],"features.":[153],"proposed":[155,174],"method":[156,175],"tested":[158],"challenging":[161],"dataset,":[162],"MI3DOR-1.":[163],"extensive":[165],"experimental":[166],"results":[167],"have":[168],"proved":[169],"superiority":[171],"our":[173],"state-of-the-art":[177],"methods.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
