{"id":"https://openalex.org/W4328007155","doi":"https://doi.org/10.1109/tpami.2023.3259059","title":"Unsupervised 3D Pose Transfer With Cross Consistency and Dual Reconstruction","display_name":"Unsupervised 3D Pose Transfer With Cross Consistency and Dual Reconstruction","publication_year":2023,"publication_date":"2023-03-20","ids":{"openalex":"https://openalex.org/W4328007155","doi":"https://doi.org/10.1109/tpami.2023.3259059","pmid":"https://pubmed.ncbi.nlm.nih.gov/37030769"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2023.3259059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3259059","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5082343037","display_name":"Chaoyue Song","orcid":"https://orcid.org/0000-0002-5537-788X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Chaoyue Song","raw_affiliation_strings":["S-Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5537-788X","affiliations":[{"raw_affiliation_string":"S-Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101803404","display_name":"Jiacheng Wei","orcid":"https://orcid.org/0000-0003-3153-7137"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiacheng Wei","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3153-7137","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082874896","display_name":"Ruibo Li","orcid":"https://orcid.org/0000-0002-5690-8275"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ruibo Li","raw_affiliation_strings":["S-Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5690-8275","affiliations":[{"raw_affiliation_string":"S-Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042271198","display_name":"Fayao Liu","orcid":"https://orcid.org/0000-0001-6649-7660"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fayao Liu","raw_affiliation_strings":["Institute for Inforcomm Research, A*STAR, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6649-7660","affiliations":[{"raw_affiliation_string":"Institute for Inforcomm Research, A*STAR, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029912845","display_name":"Guosheng Lin","orcid":"https://orcid.org/0000-0002-0329-7458"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guosheng Lin","raw_affiliation_strings":["S-Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0329-7458","affiliations":[{"raw_affiliation_string":"S-Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082343037"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":3.6874,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93770045,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"45","issue":"8","first_page":"10488","last_page":"10499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9993000030517578,"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":0.9993000030517578,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9991000294685364,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9988999962806702,"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/pose","display_name":"Pose","score":0.6851011514663696},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.6812934875488281},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.620660662651062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6045213341712952},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.556585967540741},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5138745307922363},{"id":"https://openalex.org/keywords/3d-pose-estimation","display_name":"3D pose estimation","score":0.46271416544914246},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.43804675340652466},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.41593432426452637},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3584318161010742},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3462299704551697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3392457067966461},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32982394099235535},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32027316093444824}],"concepts":[{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.6851011514663696},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.6812934875488281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.620660662651062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6045213341712952},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.556585967540741},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5138745307922363},{"id":"https://openalex.org/C36613465","wikidata":"https://www.wikidata.org/wiki/Q4636322","display_name":"3D pose estimation","level":3,"score":0.46271416544914246},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.43804675340652466},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.41593432426452637},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3584318161010742},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3462299704551697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3392457067966461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32982394099235535},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32027316093444824},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013008","descriptor_name":"Somatotypes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2023.3259059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3259059","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:37030769","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37030769","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:dr.ntu.edu.sg:10356/172191","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/172191","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1514947128","https://openalex.org/W1522301498","https://openalex.org/W1594039573","https://openalex.org/W1836465849","https://openalex.org/W1920022804","https://openalex.org/W1967554269","https://openalex.org/W1985907520","https://openalex.org/W2024849762","https://openalex.org/W2122007052","https://openalex.org/W2151636374","https://openalex.org/W2211722331","https://openalex.org/W2235901111","https://openalex.org/W2302255633","https://openalex.org/W2312355711","https://openalex.org/W2502312327","https://openalex.org/W2555859288","https://openalex.org/W2560609797","https://openalex.org/W2603777577","https://openalex.org/W2739748921","https://openalex.org/W2804055080","https://openalex.org/W2883221003","https://openalex.org/W2891571047","https://openalex.org/W2902035653","https://openalex.org/W2902078856","https://openalex.org/W2950099875","https://openalex.org/W2962778872","https://openalex.org/W2962793481","https://openalex.org/W2962928839","https://openalex.org/W2962974533","https://openalex.org/W2963121255","https://openalex.org/W2963563295","https://openalex.org/W2963719584","https://openalex.org/W2979283733","https://openalex.org/W2979557588","https://openalex.org/W2979841973","https://openalex.org/W2993195924","https://openalex.org/W2997233412","https://openalex.org/W2999893578","https://openalex.org/W3034723751","https://openalex.org/W3034948195","https://openalex.org/W3035024952","https://openalex.org/W3035242260","https://openalex.org/W3080084217","https://openalex.org/W3096831136","https://openalex.org/W3106932526","https://openalex.org/W3168920280","https://openalex.org/W3175665448","https://openalex.org/W3196174632","https://openalex.org/W3211851228","https://openalex.org/W4239070329","https://openalex.org/W6630851140","https://openalex.org/W6631190155","https://openalex.org/W6638667902","https://openalex.org/W6640300118","https://openalex.org/W6682441149","https://openalex.org/W6724804524","https://openalex.org/W6739778489","https://openalex.org/W6741832134","https://openalex.org/W6754734773","https://openalex.org/W6762510086","https://openalex.org/W6763422710","https://openalex.org/W6802835642"],"related_works":["https://openalex.org/W4253893311","https://openalex.org/W2798721181","https://openalex.org/W3201205132","https://openalex.org/W4287600488","https://openalex.org/W4312694060","https://openalex.org/W4281696776","https://openalex.org/W4318148659","https://openalex.org/W4387967917","https://openalex.org/W2022566595","https://openalex.org/W4294967731"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,28,40,46,53,174],"3D":[3,41,78,98],"pose":[4,10,42,79,93,99,129,153],"transfer":[5,8,94,130,154],"is":[6,59],"to":[7,15,96,150,169],"the":[9,12,16,21,29,36,51,54,103,128,135,152,166,171,175,195],"from":[11],"source":[13],"mesh":[14,18],"target":[17,30],"while":[19],"preserving":[20],"identity":[22],"information":[23],"(e.g.,":[24],"face,":[25],"body":[26,172],"shape)":[27],"mesh.":[31],"Deep":[32],"learning-based":[33],"methods":[34],"improved":[35],"efficiency":[37],"and":[38,92,117,145,182],"performance":[39,193],"transfer.":[43,80,100],"However,":[44],"most":[45],"them":[47],"are":[48],"trained":[49],"under":[50],"supervision":[52],"ground":[55],"truth,":[56],"whose":[57],"availability":[58],"limited":[60],"in":[61,127,165],"real-world":[62],"scenarios.":[63],"In":[64,81],"this":[65],"work,":[66],"we":[67,83,138,159],"present":[68],"X-DualNet,":[69,82],"a":[70,85,140,146],"simple":[71],"yet":[72],"effective":[73],"approach":[74],"that":[75,186],"enables":[76],"unsupervised":[77],"introduce":[84],"generator":[86],"G":[87,133],"which":[88],"contains":[89],"correspondence":[90,105],"learning":[91,143],"modules":[95],"achieve":[97,191],"We":[101],"learn":[102,151],"shape":[104,173],"by":[106],"solving":[107],"an":[108,162],"optimal":[109],"transport":[110],"problem":[111],"without":[112,155],"any":[113],"key":[114],"point":[115],"annotations":[116],"generate":[118],"high-quality":[119],"meshes":[120],"with":[121],"our":[122,187],"elastic":[123],"instance":[124],"normalization":[125],"(ElaIN)":[126],"module.":[131],"With":[132],"as":[134,194],"basic":[136],"component,":[137],"propose":[139],"cross":[141],"consistency":[142],"scheme":[144],"dual":[147],"reconstruction":[148],"objective":[149],"supervision.":[156],"Besides":[157],"that,":[158],"also":[160],"adopt":[161],"as-rigid-as-possible":[163],"deformer":[164],"training":[167],"process":[168],"fine-tune":[170],"generated":[176],"results.":[177],"Extensive":[178],"experiments":[179],"on":[180],"human":[181],"animal":[183],"data":[184],"demonstrate":[185],"framework":[188],"can":[189],"successfully":[190],"comparable":[192],"state-of-the-art":[196],"supervised":[197],"approaches.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
