{"id":"https://openalex.org/W7137858058","doi":"https://doi.org/10.48550/arxiv.2603.14790","title":"Mind-of-Director: Multi-modal Agent-Driven Film Previsualization via Collaborative Decision-Making","display_name":"Mind-of-Director: Multi-modal Agent-Driven Film Previsualization via Collaborative Decision-Making","publication_year":2026,"publication_date":"2026-03-16","ids":{"openalex":"https://openalex.org/W7137858058","doi":"https://doi.org/10.48550/arxiv.2603.14790"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.14790","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.14790","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.14790","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110705374","display_name":"Shufeng Nan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nan, Shufeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129665630","display_name":"Mengtian Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Mengtian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090851249","display_name":"Sixiao Zheng","orcid":"https://orcid.org/0000-0001-8324-1528"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Sixiao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129749897","display_name":"Yuwei Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu, Yuwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129692513","display_name":"Han Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Han","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5129664351","display_name":"Yanwei Fu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fu, Yanwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.31209999322891235,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.31209999322891235,"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/T12290","display_name":"Human Motion and Animation","score":0.28790000081062317,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.03550000116229057,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.7282000184059143},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.5600000023841858},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5468000173568726},{"id":"https://openalex.org/keywords/blocking","display_name":"Blocking (statistics)","score":0.44429999589920044},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4074000120162964},{"id":"https://openalex.org/keywords/virtual-actor","display_name":"Virtual actor","score":0.37619999051094055},{"id":"https://openalex.org/keywords/composition","display_name":"Composition (language)","score":0.36550000309944153},{"id":"https://openalex.org/keywords/game-engine","display_name":"Game engine","score":0.3483000099658966}],"concepts":[{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.7282000184059143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6829000115394592},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5663999915122986},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.5600000023841858},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5468000173568726},{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.44429999589920044},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4413999915122986},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4074000120162964},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.382999986410141},{"id":"https://openalex.org/C150303390","wikidata":"https://www.wikidata.org/wiki/Q1983852","display_name":"Virtual actor","level":3,"score":0.37619999051094055},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.36550000309944153},{"id":"https://openalex.org/C2986528223","wikidata":"https://www.wikidata.org/wiki/Q193564","display_name":"Game engine","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.34790000319480896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34450000524520874},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C35674477","wikidata":"https://www.wikidata.org/wiki/Q5519933","display_name":"Game development tool","level":5,"score":0.2678999900817871},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C80646779","wikidata":"https://www.wikidata.org/wiki/Q5519919","display_name":"Game art design","level":4,"score":0.2630000114440918},{"id":"https://openalex.org/C3019565508","wikidata":"https://www.wikidata.org/wiki/Q444835","display_name":"Virtual world","level":2,"score":0.257099986076355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.14790","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.14790","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.14790","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.14790","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7912241220474243}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0],"present":[1],"Mind-of-Director,":[2],"a":[3,17,22],"multi-modal":[4],"agent-driven":[5],"framework":[6,39],"for":[7,84,137],"film":[8,18],"previz":[9,32,123],"that":[10,117],"models":[11],"the":[12,35,52,95,132],"collaborative":[13],"decision-making":[14],"process":[15],"of":[16,41,134],"production":[19],"team.":[20],"Given":[21],"creative":[23],"idea,":[24,130],"Mind-of-Director":[25,118],"orchestrates":[26],"multiple":[27],"specialized":[28],"agents":[29,48],"to":[30],"produce":[31],"sequences":[33,124],"within":[34],"game":[36,96],"engine.":[37],"The":[38],"consists":[40],"four":[42],"cooperative":[43],"modules:":[44],"Script":[45],"Development,":[46],"where":[47],"draft":[49],"and":[50,73,75,82,102,109,113,141],"refine":[51],"screenplay":[53],"iteratively;":[54],"Virtual":[55],"Scene":[56],"Design,":[57],"which":[58,69,78],"transforms":[59],"text":[60],"into":[61],"semantically":[62,121],"aligned":[63],"3D":[64],"environments;":[65],"Character":[66],"Behaviour":[67],"Control,":[68],"determines":[70],"character":[71],"blocking":[72],"motion;":[74],"Camera":[76],"Planning,":[77],"optimizes":[79],"framing,":[80],"movement,":[81],"composition":[83],"cinematic":[85],"camera":[86],"effects.":[87],"A":[88],"real-time":[89],"visual":[90],"editing":[91],"system":[92],"built":[93],"in":[94,125],"engine":[97],"further":[98],"enables":[99],"interactive":[100],"inspection":[101],"synchronized":[103],"timeline":[104],"adjustment":[105],"across":[106],"scenes,":[107],"behaviours,":[108],"cameras.":[110],"Extensive":[111],"experiments":[112],"human":[114],"evaluations":[115],"show":[116],"generates":[119],"high-quality,":[120],"grounded":[122],"approximately":[126],"25":[127],"minutes":[128],"per":[129],"demonstrating":[131],"effectiveness":[133],"agent":[135],"collaboration":[136],"both":[138],"automated":[139],"prototyping":[140],"human-in-the-loop":[142],"filmmaking.":[143]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-03-18T00:00:00"}