{"id":"https://openalex.org/W4200457350","doi":"https://doi.org/10.1145/3478512.3488596","title":"Dynamic Neural Face Morphing for Visual Effects","display_name":"Dynamic Neural Face Morphing for Visual Effects","publication_year":2021,"publication_date":"2021-12-11","ids":{"openalex":"https://openalex.org/W4200457350","doi":"https://doi.org/10.1145/3478512.3488596"},"language":"en","primary_location":{"id":"doi:10.1145/3478512.3488596","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3478512.3488596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2021 Technical Communications","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/A5080831026","display_name":"Lucio Moser","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lucio Moser","raw_affiliation_strings":["Digital Domain, Canada"],"affiliations":[{"raw_affiliation_string":"Digital Domain, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016609290","display_name":"Jason Selfe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason Selfe","raw_affiliation_strings":["Digital Domain, United States of America"],"affiliations":[{"raw_affiliation_string":"Digital Domain, United States of America","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056692855","display_name":"Darren Hendler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Darren Hendler","raw_affiliation_strings":["Digital Domain, United States of America"],"affiliations":[{"raw_affiliation_string":"Digital Domain, United States of America","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067177583","display_name":"Doug Roble","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Doug Roble","raw_affiliation_strings":["Digital Domain, United States of America"],"affiliations":[{"raw_affiliation_string":"Digital Domain, United States of America","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080831026"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16973856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9994999766349792,"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/T11448","display_name":"Face recognition and analysis","score":0.9994999766349792,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9993000030517578,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9945999979972839,"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/morphing","display_name":"Morphing","score":0.984331488609314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7362004518508911},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7361109256744385},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.6949756741523743},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.620882511138916},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5674537420272827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5350775718688965},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5077775120735168},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4593510925769806},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4316714406013489},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4229114353656769},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3890923857688904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15951213240623474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08813920617103577}],"concepts":[{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.984331488609314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7362004518508911},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7361109256744385},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.6949756741523743},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.620882511138916},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5674537420272827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5350775718688965},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5077775120735168},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4593510925769806},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4316714406013489},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4229114353656769},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3890923857688904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15951213240623474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08813920617103577},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3478512.3488596","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3478512.3488596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2021 Technical Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2963073614","https://openalex.org/W3034431451","https://openalex.org/W3043844802","https://openalex.org/W3102061158","https://openalex.org/W3163883640","https://openalex.org/W3201739204","https://openalex.org/W4214666522"],"related_works":["https://openalex.org/W1679315481","https://openalex.org/W3151495635","https://openalex.org/W4385170164","https://openalex.org/W4236870338","https://openalex.org/W2016917053","https://openalex.org/W1580681114","https://openalex.org/W51472912","https://openalex.org/W4362722828","https://openalex.org/W2375652671","https://openalex.org/W2127911712"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3],"present":[4],"a":[5,43,73],"machine":[6],"learning":[7],"approach":[8,123],"for":[9,27,37,54,97,118,130],"face":[10],"morphing":[11,76],"in":[12,128,136],"videos,":[13],"between":[14],"two":[15],"or":[16],"more":[17],"identities.":[18,77],"We":[19,104],"devise":[20],"an":[21,32],"autoencoder":[22],"architecture":[23],"with":[24,31,115],"distinct":[25],"decoders":[26],"each":[28,98],"identity,":[29],"but":[30],"underlying":[33],"learnable":[34,44],"linear":[35],"basis":[36,56],"their":[38],"weights.":[39,121],"Each":[40],"decoder":[41,102],"has":[42,124],"parameter":[45],"that":[46],"defines":[47],"the":[48,55,65,90,94,101,119,131,137],"interpolating":[49],"weights":[50,67,96],"(or":[51],"ID":[52,66],"weights)":[53],"which":[57],"can":[58,68],"successfully":[59,126],"decode":[60],"its":[61],"identity.":[62],"During":[63],"inference,":[64],"be":[69],"interpolated":[70],"to":[71,109],"produce":[72],"range":[74],"of":[75,89,100,133],"Our":[78,122],"method":[79],"produces":[80],"temporally":[81],"consistent":[82],"results":[83],"and":[84],"allows":[85],"blending":[86,95,120],"different":[87],"aspects":[88],"identities":[91],"by":[92],"exposing":[93],"layer":[99],"network.":[103],"deploy":[105],"our":[106],"trained":[107],"models":[108],"image":[110],"compositors":[111],"as":[112],"2D":[113],"nodes":[114],"independent":[116],"controls":[117],"been":[125],"used":[127],"production,":[129],"aging":[132],"David":[134],"Beckham":[135],"Malaria":[138],"Must":[139],"Die":[140],"campaign.":[141]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}