{"id":"https://openalex.org/W4311802565","doi":"https://doi.org/10.1145/3550454.3555509","title":"Rapid Face Asset Acquisition with Recurrent Feature Alignment","display_name":"Rapid Face Asset Acquisition with Recurrent Feature Alignment","publication_year":2022,"publication_date":"2022-11-30","ids":{"openalex":"https://openalex.org/W4311802565","doi":"https://doi.org/10.1145/3550454.3555509"},"language":"en","primary_location":{"id":"doi:10.1145/3550454.3555509","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3550454.3555509","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3550454.3555509","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":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3550454.3555509","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101944526","display_name":"Shichen Liu","orcid":"https://orcid.org/0000-0003-3144-4942"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2800817003","display_name":"California Southern University","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shichen Liu","raw_affiliation_strings":["University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090702706","display_name":"Yunxuan Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]},{"id":"https://openalex.org/I4388482679","display_name":"USC Institute for Creative Technologies","ror":"https://ror.org/03hjhvn29","country_code":null,"type":"facility","lineage":["https://openalex.org/I1174212","https://openalex.org/I4388482679"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunxuan Cai","raw_affiliation_strings":["USC Institute for Creative Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USC Institute for Creative Technologies","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I4388482679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101830867","display_name":"Haiwei Chen","orcid":"https://orcid.org/0000-0002-4918-0917"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2800817003","display_name":"California Southern University","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiwei Chen","raw_affiliation_strings":["University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101780760","display_name":"Yichao Zhou","orcid":"https://orcid.org/0009-0003-8632-446X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yichao Zhou","raw_affiliation_strings":["University of California Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101433524","display_name":"Yajie Zhao","orcid":"https://orcid.org/0000-0002-3717-9513"},"institutions":[{"id":"https://openalex.org/I4210087747","display_name":"Creative Technologies (United States)","ror":"https://ror.org/001qkb777","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087747"]},{"id":"https://openalex.org/I4388482679","display_name":"USC Institute for Creative Technologies","ror":"https://ror.org/03hjhvn29","country_code":null,"type":"facility","lineage":["https://openalex.org/I1174212","https://openalex.org/I4388482679"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yajie Zhao","raw_affiliation_strings":["USC Institute for Creative Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USC Institute for Creative Technologies","institution_ids":["https://openalex.org/I4210087747","https://openalex.org/I4388482679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6479,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.66395065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"41","issue":"6","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9991999864578247,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.7509970664978027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7279848456382751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7275287508964539},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6365199089050293},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5224577188491821},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.489539235830307},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.48072555661201477},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46309447288513184},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43740832805633545},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38494646549224854}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.7509970664978027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7279848456382751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7275287508964539},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6365199089050293},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5224577188491821},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.489539235830307},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.48072555661201477},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46309447288513184},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43740832805633545},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38494646549224854},{"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},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3550454.3555509","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3550454.3555509","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3550454.3555509","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"}],"best_oa_location":{"id":"doi:10.1145/3550454.3555509","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3550454.3555509","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3550454.3555509","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"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1942587044","display_name":null,"funder_award_id":"W911NF-14-D-0005","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G2608336305","display_name":null,"funder_award_id":"W911NF-20-2","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G5259331294","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5451360146","display_name":null,"funder_award_id":"W911NF-20-2-0053","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G5618972156","display_name":null,"funder_award_id":"W911NF-14-D-0005","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5649393891","display_name":null,"funder_award_id":"W911NF-20-2-0053","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G7807198690","display_name":null,"funder_award_id":"N00014-21-S-SN03","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320332923","display_name":"U.S. Navy","ror":"https://ror.org/03ar0mv07"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311802565.pdf","grobid_xml":"https://content.openalex.org/works/W4311802565.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1964057156","https://openalex.org/W1985290145","https://openalex.org/W1991330878","https://openalex.org/W2016462422","https://openalex.org/W2069997605","https://openalex.org/W2073029889","https://openalex.org/W2111137905","https://openalex.org/W2127108679","https://openalex.org/W2148457221","https://openalex.org/W2157331557","https://openalex.org/W2158778494","https://openalex.org/W2160126058","https://openalex.org/W2169363967","https://openalex.org/W2180648442","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2235136907","https://openalex.org/W2237250383","https://openalex.org/W2253028467","https://openalex.org/W2307770531","https://openalex.org/W2398381847","https://openalex.org/W2438033273","https://openalex.org/W2486034530","https://openalex.org/W2519683295","https://openalex.org/W2555510177","https://openalex.org/W2771328060","https://openalex.org/W2798291180","https://openalex.org/W2810993953","https://openalex.org/W2886974627","https://openalex.org/W2926429807","https://openalex.org/W2945729334","https://openalex.org/W2963342110","https://openalex.org/W2963451207","https://openalex.org/W2963619659","https://openalex.org/W2963800363","https://openalex.org/W2964153986","https://openalex.org/W3000731301","https://openalex.org/W3015873132","https://openalex.org/W3034530552","https://openalex.org/W3034798648","https://openalex.org/W3035174858","https://openalex.org/W3035413889","https://openalex.org/W3109154889","https://openalex.org/W3109908659","https://openalex.org/W3112871073","https://openalex.org/W3180794345","https://openalex.org/W3201676401","https://openalex.org/W3216983733","https://openalex.org/W4221151978","https://openalex.org/W4241614188","https://openalex.org/W4241868669"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W1647606319","https://openalex.org/W2922442631","https://openalex.org/W4390494008","https://openalex.org/W2053596378","https://openalex.org/W2168523118","https://openalex.org/W2132337154"],"abstract_inverted_index":{"We":[0,163],"present":[1],"Re":[2],"current":[3],"F":[4],"eature":[5],"A":[6,98],"lignment":[7],"(ReFA),":[8],"an":[9],"end-to-end":[10],"neural":[11],"network":[12,83,171],"for":[13,35,130,199],"the":[14,30,50,79,90,95,104,108,112,131,166,181],"very":[15],"rapid":[16],"creation":[17,187],"of":[18,133,145],"production-grade":[19],"face":[20,72,175],"assets":[21,42,176],"from":[22],"multi-view":[23,91],"images.":[24],"ReFA":[25,140],"is":[26,64,151],"on":[27],"par":[28],"with":[29,118],"industrial":[31],"pipelines":[32],"in":[33,78,88,148,160],"quality":[34],"producing":[36],"accurate,":[37],"complete,":[38],"registered,":[39],"and":[40,94,115,156,158,188],"textured":[41],"directly":[43],"applicable":[44],"to":[45,111,153],"physically-based":[46],"rendering,":[47],"but":[48],"produces":[49],"asset":[51],"end-to-end,":[52],"fully":[53],"automatically":[54],"at":[55,60],"a":[56,75,119,142],"significantly":[57,179],"faster":[58],"speed":[59],"4.5":[61],"FPS,":[62],"which":[63],"unprecedented":[65],"among":[66],"neural-based":[67],"techniques.":[68],"Our":[69],"method":[70],"represents":[71],"geometry":[73,105,125,149],"as":[74,185],"position":[76],"map":[77],"UV":[80,96,113],"space.":[81,97],"The":[82,123],"first":[84],"extracts":[85],"per-pixel":[86],"features":[87,110],"both":[89],"image":[92],"space":[93,114],"recurrent":[99],"module":[100],"then":[101,126],"iteratively":[102],"optimizes":[103],"by":[106,169],"projecting":[107],"image-space":[109],"comparing":[116],"them":[117],"reference":[120],"UV-space":[121],"feature.":[122],"optimized":[124],"provides":[127],"pixel-aligned":[128],"signals":[129],"inference":[132],"high-resolution":[134],"textures.":[135],"Experiments":[136],"have":[137],"validated":[138],"that":[139,165,178],"achieves":[141],"median":[143],"error":[144],"0.603":[146],"mm":[147],"reconstruction,":[150],"robust":[152],"extreme":[154],"pose":[155],"expression,":[157],"excels":[159],"sparse-view":[161],"settings.":[162],"believe":[164],"progress":[167],"achieved":[168],"our":[170],"enables":[172],"lightweight,":[173],"fast":[174],"acquisition":[177],"boosts":[180],"downstream":[182],"applications,":[183],"such":[184],"avatar":[186],"facial":[189],"performance":[190],"capture.":[191],"It":[192],"will":[193],"also":[194],"enable":[195],"massive":[196],"database":[197],"capturing":[198],"deep":[200],"learning":[201],"purposes.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
