{"id":"https://openalex.org/W2059133999","doi":"https://doi.org/10.1145/2766911","title":"Deformation capture and modeling of soft objects","display_name":"Deformation capture and modeling of soft objects","publication_year":2015,"publication_date":"2015-07-27","ids":{"openalex":"https://openalex.org/W2059133999","doi":"https://doi.org/10.1145/2766911","mag":"2059133999"},"language":"en","primary_location":{"id":"doi:10.1145/2766911","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2766911","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","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/A5100372368","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0002-5176-9202"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Bin Wang","raw_affiliation_strings":["Shenzhen VisuCA Key Lab/SIAT and National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen VisuCA Key Lab/SIAT and National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064283565","display_name":"Longhua Wu","orcid":"https://orcid.org/0000-0002-0287-8963"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longhua Wu","raw_affiliation_strings":["Shenzhen VisuCA Key"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen VisuCA Key","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066958130","display_name":"KangKang Yin","orcid":"https://orcid.org/0000-0003-2908-7237"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"KangKang Yin","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030026541","display_name":"Uri M. Ascher","orcid":"https://orcid.org/0000-0002-5177-7181"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Uri Ascher","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038988704","display_name":"Libin Liu","orcid":"https://orcid.org/0000-0003-2280-6817"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Libin Liu","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034304352","display_name":"Hui Huang","orcid":"https://orcid.org/0000-0003-3212-0544"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Huang","raw_affiliation_strings":["Shenzhen VisuCA Key Lab/SIAT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen VisuCA Key Lab/SIAT","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100372368"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":9.0459,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.98418981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"34","issue":"4","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9994000196456909,"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":0.9994000196456909,"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/T12290","display_name":"Human Motion and Animation","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.6150612235069275},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.5567210912704468},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5391287207603455},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.5252870321273804},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48676061630249023},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4772914946079254},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.45943233370780945},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4384712278842926},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4161219894886017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31004202365875244},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16071397066116333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6150612235069275},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.5567210912704468},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5391287207603455},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.5252870321273804},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48676061630249023},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4772914946079254},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.45943233370780945},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4384712278842926},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4161219894886017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31004202365875244},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16071397066116333},{"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2766911","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2766911","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.6305","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.6305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.comp.nus.edu.sg/%7Ekkyin/papers/DCM.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W852449","https://openalex.org/W1561021726","https://openalex.org/W1965602071","https://openalex.org/W1983512267","https://openalex.org/W1985290145","https://openalex.org/W1985787666","https://openalex.org/W1986724888","https://openalex.org/W1989871863","https://openalex.org/W1991683736","https://openalex.org/W2002980568","https://openalex.org/W2004987096","https://openalex.org/W2013832277","https://openalex.org/W2016663152","https://openalex.org/W2025412867","https://openalex.org/W2027783854","https://openalex.org/W2031214880","https://openalex.org/W2036688247","https://openalex.org/W2046090405","https://openalex.org/W2052728883","https://openalex.org/W2053162587","https://openalex.org/W2057893452","https://openalex.org/W2060981518","https://openalex.org/W2076897996","https://openalex.org/W2081927584","https://openalex.org/W2082145490","https://openalex.org/W2082254676","https://openalex.org/W2084308514","https://openalex.org/W2091843001","https://openalex.org/W2096404799","https://openalex.org/W2101219494","https://openalex.org/W2101506489","https://openalex.org/W2104095591","https://openalex.org/W2109752307","https://openalex.org/W2113148808","https://openalex.org/W2122578066","https://openalex.org/W2125292104","https://openalex.org/W2128025903","https://openalex.org/W2141654056","https://openalex.org/W2152047877","https://openalex.org/W2153961306","https://openalex.org/W2155322197","https://openalex.org/W2156410578","https://openalex.org/W2160578123","https://openalex.org/W2168685057","https://openalex.org/W2595142274","https://openalex.org/W2615226098","https://openalex.org/W3006964082","https://openalex.org/W3010627761","https://openalex.org/W3029645440","https://openalex.org/W3103363701","https://openalex.org/W3138143451","https://openalex.org/W3138963505","https://openalex.org/W4229519752"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W2494523064","https://openalex.org/W2943623134","https://openalex.org/W2588219639","https://openalex.org/W2030292806","https://openalex.org/W2215759665","https://openalex.org/W2960358116","https://openalex.org/W2023861399","https://openalex.org/W3041172967","https://openalex.org/W2749065928"],"abstract_inverted_index":{"We":[0,14,64,187,252],"present":[1],"a":[2,59,66,189,270],"data-driven":[3],"method":[4,70,240],"for":[5,24,30,42,167,269],"deformation":[6,26,34,44,96,115,141,200,267],"capture":[7,58],"and":[8,28,46,61,78,128,150,180,199,203,214,279],"modeling":[9],"of":[10,21,33,105,139,209,226,257,272],"general":[11],"soft":[12,168,228,273],"objects.":[13,169],"adopt":[15],"an":[16],"iterative":[17],"framework":[18],"that":[19,125,193,238],"consists":[20],"one":[22],"component":[23],"physics-based":[25],"tracking":[27,69,107,127],"another":[29],"spacetime":[31,82,137],"optimization":[32,83,130,138,172,198,208],"parameters.":[35],"Low":[36],"cost":[37],"depth":[38],"sensors":[39],"are":[40],"used":[41,100],"the":[43,56,87,91,103,106,114,126,140,146,156,164,207,255],"capture,":[45],"we":[47],"do":[48],"not":[49,144,241],"require":[50],"any":[51],"force-displacement":[52],"measurements,":[53],"thus":[54,204],"making":[55],"data":[57],"cheap":[60],"convenient":[62],"process.":[63],"augment":[65],"state-of-the-art":[67],"probabilistic":[68],"to":[71,85,101,182,232,249],"robustly":[72],"handle":[73],"noise,":[74],"occlusions,":[75],"fast":[76],"movements":[77],"large":[79],"deformations.":[80],"The":[81,94,170],"aims":[84],"match":[86],"simulated":[88],"trajectories":[89],"with":[90,184,260],"tracked":[92],"ones.":[93],"optimized":[95,266],"model":[97,142],"is":[98,174,243],"then":[99],"boost":[102],"accuracy":[104],"results,":[108],"which":[109,159],"can":[110,160],"in":[111,119,177,230],"turn":[112],"improve":[113],"parameter":[116,129,201],"estimation":[117],"itself":[118],"later":[120],"iterations.":[121],"Numerical":[122],"experiments":[123,236],"demonstrate":[124],"components":[131],"complement":[132],"each":[133,210],"other":[134],"nicely.":[135],"Our":[136,216],"includes":[143],"only":[145,242],"material":[147],"elasticity":[148],"parameters":[149,268],"dynamic":[151],"damping":[152],"coefficients,":[153],"but":[154,245],"also":[155,246,253],"reference":[157,196],"shape":[158,166,197],"differ":[161],"significantly":[162],"from":[163,265],"static":[165],"resulting":[171],"problem":[173],"highly":[175],"nonlinear":[176],"high":[178,261],"dimensions,":[179],"challenging":[181],"solve":[183],"previous":[185],"methods.":[186],"propose":[188],"novel":[190],"splitting":[191],"algorithm":[192],"alternates":[194],"between":[195],"estimation,":[202],"enables":[205,218],"tailoring":[206],"subproblem":[211],"more":[212],"efficiently":[213],"robustly.":[215],"system":[217,259],"realistic":[219],"motion":[220],"reconstruction":[221],"as":[222,224,276],"well":[223],"synthesis":[225],"virtual":[227],"objects":[229],"response":[231],"user":[233],"stimulation.":[234],"Validation":[235],"show":[237],"our":[239,258],"accurate,":[244],"compares":[247],"favorably":[248],"existing":[250],"techniques.":[251],"showcase":[254],"ability":[256],"quality":[262],"animations":[263],"generated":[264],"variety":[271],"objects,":[274],"such":[275],"live":[277],"plants":[278],"fabricated":[280],"models.":[281]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":6}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}