{"id":"https://openalex.org/W4224435272","doi":"https://doi.org/10.48550/arxiv.2204.10850","title":"Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation","display_name":"Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation","publication_year":2022,"publication_date":"2022-04-22","ids":{"openalex":"https://openalex.org/W4224435272","doi":"https://doi.org/10.48550/arxiv.2204.10850"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2204.10850","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.10850","pdf_url":"https://arxiv.org/pdf/2204.10850","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.10850","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085292402","display_name":"Verica Lazova","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lazova, Verica","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055234861","display_name":"Vladimir Guzov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guzov, Vladimir","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108705955","display_name":"Kyle Olszewski","orcid":"https://orcid.org/0000-0001-8775-6879"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olszewski, Kyle","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058028206","display_name":"Sergey Tulyakov","orcid":"https://orcid.org/0000-0003-3465-1592"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tulyakov, Sergey","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5076908763","display_name":"Gerard Pons\u2010Moll","orcid":"https://orcid.org/0000-0001-5115-7794"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pons-Moll, Gerard","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085292402"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9977999925613403,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9914000034332275,"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/rendering","display_name":"Rendering (computer graphics)","score":0.8792153596878052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.815186083316803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7237871289253235},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6400002241134644},{"id":"https://openalex.org/keywords/image-based-modeling-and-rendering","display_name":"Image-based modeling and rendering","score":0.508422315120697},{"id":"https://openalex.org/keywords/3d-rendering","display_name":"3D rendering","score":0.4781801998615265},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4776695668697357},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4504389464855194},{"id":"https://openalex.org/keywords/view-synthesis","display_name":"View synthesis","score":0.45013466477394104},{"id":"https://openalex.org/keywords/volume-rendering","display_name":"Volume rendering","score":0.44492438435554504},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43446996808052063}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.8792153596878052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.815186083316803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7237871289253235},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6400002241134644},{"id":"https://openalex.org/C44185422","wikidata":"https://www.wikidata.org/wiki/Q6002064","display_name":"Image-based modeling and rendering","level":3,"score":0.508422315120697},{"id":"https://openalex.org/C36816356","wikidata":"https://www.wikidata.org/wiki/Q16911860","display_name":"3D rendering","level":3,"score":0.4781801998615265},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4776695668697357},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4504389464855194},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.45013466477394104},{"id":"https://openalex.org/C30769735","wikidata":"https://www.wikidata.org/wiki/Q2165951","display_name":"Volume rendering","level":3,"score":0.44492438435554504},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43446996808052063},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":2,"locations":[{"id":"pmh:oai:arXiv.org:2204.10850","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.10850","pdf_url":"https://arxiv.org/pdf/2204.10850","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2204.10850","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2204.10850","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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.10850","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.10850","pdf_url":"https://arxiv.org/pdf/2204.10850","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4224435272.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2067132795","https://openalex.org/W2185876354","https://openalex.org/W2366215510","https://openalex.org/W2187985480","https://openalex.org/W2090047443","https://openalex.org/W2166350707","https://openalex.org/W2746235346","https://openalex.org/W2377218030","https://openalex.org/W2386960075","https://openalex.org/W3035116386"],"abstract_inverted_index":{"We":[0,112,197],"present":[1],"a":[2,36,39,49,93],"novel":[3,15,24,116,195],"method":[4],"for":[5,23,32],"performing":[6],"flexible,":[7],"3D-aware":[8],"image":[9],"content":[10],"manipulation":[11],"while":[12,126,212],"enabling":[13],"high-quality":[14,194],"view":[16,25],"synthesis.":[17],"While":[18],"NeRF-based":[19,69],"approaches":[20],"are":[21,45,163],"effective":[22],"synthesis,":[26],"such":[27,55],"models":[28,44],"memorize":[29],"the":[30,76,121,128,131,140,160,166,189],"radiance":[31],"every":[33],"point":[34],"in":[35],"scene":[37,51,83,94,200],"within":[38],"neural":[40,96,105],"network.":[41,98],"Since":[42],"these":[43],"scene-specific":[46,89,108,122],"and":[47,67,81,110,172,207],"lack":[48],"3D":[50,123],"representation,":[52,102,125],"classical":[53],"editing":[54,66,176],"as":[56],"shape":[57],"manipulation,":[58],"or":[59],"combining":[60,68],"scenes":[61,70,117,174],"is":[62],"not":[63,72],"possible.":[64],"Hence,":[65],"has":[71],"been":[73],"demonstrated.":[74],"With":[75,99],"aim":[77],"of":[78,130,165],"obtaining":[79],"interpretable":[80],"controllable":[82],"representations,":[84],"our":[85,153],"model":[86,191],"couples":[87],"learnt":[88,138],"feature":[90,124,161,179],"volumes":[91,162],"with":[92],"agnostic":[95],"rendering":[97,106,132,136,167,190],"this":[100],"hybrid":[101],"we":[103,169],"decouple":[104],"from":[107],"geometry":[109],"appearance.":[111],"can":[113,144,170,184],"generalize":[114],"to":[115,149,192],"by":[118,175],"optimizing":[119],"only":[120],"keeping":[127],"parameters":[129],"network":[133],"fixed.":[134],"The":[135,181],"function":[137],"during":[139],"initial":[141],"training":[142],"stage":[143],"thus":[145],"be":[146,186],"easily":[147],"applied":[148],"new":[150],"scenes,":[151,204,211],"making":[152],"approach":[154],"more":[155],"flexible.":[156],"More":[157],"importantly,":[158],"since":[159],"independent":[164],"model,":[168],"manipulate":[171],"combine":[173],"their":[177],"corresponding":[178],"volumes.":[180],"edited":[182],"volume":[183],"then":[185],"plugged":[187],"into":[188,210],"synthesize":[193],"views.":[196],"demonstrate":[198],"various":[199],"manipulations,":[201],"including":[202],"mixing":[203],"deforming":[205],"objects":[206,209],"inserting":[208],"still":[213],"producing":[214],"photo-realistic":[215],"results.":[216]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}