{"id":"https://openalex.org/W4413558909","doi":"https://doi.org/10.1109/3dv66043.2025.00087","title":"MotionDreamer: Exploring Semantic Video Diffusion Features for Zero-Shot 3D Mesh Animation","display_name":"MotionDreamer: Exploring Semantic Video Diffusion Features for Zero-Shot 3D Mesh Animation","publication_year":2025,"publication_date":"2025-03-25","ids":{"openalex":"https://openalex.org/W4413558909","doi":"https://doi.org/10.1109/3dv66043.2025.00087"},"language":"en","primary_location":{"id":"doi:10.1109/3dv66043.2025.00087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/3dv66043.2025.00087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on 3D Vision (3DV)","raw_type":"proceedings-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/A5037538551","display_name":"Lukas Uzolas","orcid":"https://orcid.org/0000-0002-6857-8795"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Lukas Uzolas","raw_affiliation_strings":["Delft University of Technology,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048229839","display_name":"Elmar Eisemann","orcid":"https://orcid.org/0000-0003-4153-065X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Elmar Eisemann","raw_affiliation_strings":["Delft University of Technology,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001327699","display_name":"Petr Kellnhofer","orcid":"https://orcid.org/0000-0001-7881-2285"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Petr Kellnhofer","raw_affiliation_strings":["Delft University of Technology,The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037538551"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28170598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"893","last_page":"904"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9876000285148621,"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":0.9876000285148621,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9797000288963318,"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"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9775000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7006566524505615},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.6874257326126099},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6833998560905457},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5805938243865967},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5512781739234924},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4746989607810974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39812007546424866},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3728575110435486},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09319877624511719},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08121892809867859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7006566524505615},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.6874257326126099},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6833998560905457},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5805938243865967},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5512781739234924},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4746989607810974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39812007546424866},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3728575110435486},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09319877624511719},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08121892809867859},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","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:10.1109/3dv66043.2025.00087","is_oa":false,"landing_page_url":"https://doi.org/10.1109/3dv66043.2025.00087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on 3D Vision (3DV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1516467255","https://openalex.org/W1901129140","https://openalex.org/W1967554269","https://openalex.org/W1993962870","https://openalex.org/W2026720449","https://openalex.org/W2030989822","https://openalex.org/W2072578292","https://openalex.org/W2073246097","https://openalex.org/W2091797932","https://openalex.org/W2099333815","https://openalex.org/W2101032778","https://openalex.org/W2113325037","https://openalex.org/W2131389448","https://openalex.org/W2137267908","https://openalex.org/W2139618623","https://openalex.org/W2141218264","https://openalex.org/W2215643317","https://openalex.org/W2235901111","https://openalex.org/W2237250383","https://openalex.org/W2474702929","https://openalex.org/W2483862638","https://openalex.org/W2555859288","https://openalex.org/W2559085405","https://openalex.org/W2612706635","https://openalex.org/W2768683308","https://openalex.org/W2769666294","https://openalex.org/W2963627347","https://openalex.org/W2971856312","https://openalex.org/W2978956737","https://openalex.org/W3033402379","https://openalex.org/W3109055604","https://openalex.org/W3109585842","https://openalex.org/W3153220274","https://openalex.org/W3204221554","https://openalex.org/W3214712237","https://openalex.org/W4229035826","https://openalex.org/W4286611166","https://openalex.org/W4312344788","https://openalex.org/W4312391718","https://openalex.org/W4312635677","https://openalex.org/W4312676616","https://openalex.org/W4312933868","https://openalex.org/W4313116623","https://openalex.org/W4313145975","https://openalex.org/W4385318467","https://openalex.org/W4385527421","https://openalex.org/W4386075614","https://openalex.org/W4386075651","https://openalex.org/W4386076344","https://openalex.org/W4387453393","https://openalex.org/W4388505252","https://openalex.org/W4389539433","https://openalex.org/W4390873054","https://openalex.org/W4390873331","https://openalex.org/W4396512647","https://openalex.org/W4402704536","https://openalex.org/W4402715826","https://openalex.org/W4402716105","https://openalex.org/W4402722906","https://openalex.org/W4402727067","https://openalex.org/W4402727912","https://openalex.org/W4402753954","https://openalex.org/W4403003238","https://openalex.org/W4403778981"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W4411535265","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W2215755978"],"abstract_inverted_index":{"Animation":[0],"techniques":[1,17,135],"bring":[2],"digital":[3],"3D":[4,37,129],"worlds":[5],"and":[6,15,64,97,108],"characters":[7],"to":[8,21,133],"life.":[9],"However,":[10],"manual":[11],"animation":[12,95,110],"is":[13],"tedious":[14],"automated":[16],"are":[18],"often":[19],"specialized":[20],"narrow":[22],"shape":[23],"classes.":[24],"In":[25],"our":[26,77,85,101,116],"work,":[27],"we":[28,58,65,98,113],"propose":[29],"a":[30,41,46,121,125,137],"technique":[31],"for":[32,94,103],"automatic":[33],"re-animation":[34],"of":[35,79,84,91,128],"various":[36],"shapes":[38,130],"based":[39],"on":[40,61],"motion":[42,86],"prior":[43],"extracted":[44],"from":[45],"video":[47],"diffusion":[48,80,106],"model.":[49],"Unlike":[50],"existing":[51,73,134],"<tex":[52],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[53],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$4":[54],"D$</tex>":[55],"generation":[56],"methods,":[57],"focus":[59],"solely":[60],"the":[62],"motion,":[63],"leverage":[66],"an":[67],"explicit":[68],"mesh-based":[69],"representation":[70],"compatible":[71],"with":[72],"computer-graphics":[74],"pipelines.":[75],"Furthermore,":[76],"utilization":[78],"features":[81,93],"enhances":[82],"accuracy":[83],"fitting.":[87],"We":[88],"analyze":[89],"efficacy":[90],"these":[92],"fitting":[96],"experimentally":[99],"validate":[100],"approach":[102],"two":[104],"different":[105],"models":[107],"four":[109],"models.":[111],"Finally,":[112],"demonstrate":[114],"that":[115],"time-efficient":[117],"zero-shot":[118],"method":[119],"achieves":[120],"superior":[122],"performance":[123],"re-animating":[124],"diverse":[126],"set":[127],"when":[131],"compared":[132],"in":[136],"user":[138],"study.":[139]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}