{"id":"https://openalex.org/W3015003140","doi":"https://doi.org/10.1109/cvpr42600.2020.00084","title":"AvatarMe: Realistically Renderable 3D Facial Reconstruction \u201cIn-the-Wild\u201d","display_name":"AvatarMe: Realistically Renderable 3D Facial Reconstruction \u201cIn-the-Wild\u201d","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3015003140","doi":"https://doi.org/10.1109/cvpr42600.2020.00084","mag":"3015003140"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr42600.2020.00084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr42600.2020.00084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.13845","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074709231","display_name":"Alexandros Lattas","orcid":"https://orcid.org/0000-0002-9964-6105"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alexandros Lattas","raw_affiliation_strings":["FaceSoft.io","Imperial College London, UK","Imperial College London"],"affiliations":[{"raw_affiliation_string":"FaceSoft.io","institution_ids":[]},{"raw_affiliation_string":"Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081021169","display_name":"Stylianos Moschoglou","orcid":"https://orcid.org/0000-0001-7421-1335"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stylianos Moschoglou","raw_affiliation_strings":["FaceSoft.io","Imperial College London, UK","Imperial College London"],"affiliations":[{"raw_affiliation_string":"FaceSoft.io","institution_ids":[]},{"raw_affiliation_string":"Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043197698","display_name":"Bar\u0131\u015f Ge\u00e7er","orcid":"https://orcid.org/0000-0002-5684-2843"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Baris Gecer","raw_affiliation_strings":["FaceSoft.io","Imperial College London, UK","Imperial College London"],"affiliations":[{"raw_affiliation_string":"FaceSoft.io","institution_ids":[]},{"raw_affiliation_string":"Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088913907","display_name":"Stylianos Ploumpis","orcid":"https://orcid.org/0000-0002-4836-1513"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stylianos Ploumpis","raw_affiliation_strings":["FaceSoft.io","Imperial College London, UK","Imperial College London"],"affiliations":[{"raw_affiliation_string":"FaceSoft.io","institution_ids":[]},{"raw_affiliation_string":"Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055354850","display_name":"Vasileios Triantafyllou","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasileios Triantafyllou","raw_affiliation_strings":["FaceSoft.io","Imperial College London"],"affiliations":[{"raw_affiliation_string":"FaceSoft.io","institution_ids":[]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041875997","display_name":"Abhijeet Ghosh","orcid":"https://orcid.org/0000-0003-1015-1091"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abhijeet Ghosh","raw_affiliation_strings":["Imperial College London, UK","Imperial College London"],"affiliations":[{"raw_affiliation_string":"Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080553022","display_name":"Stefanos Zafeiriou","orcid":"https://orcid.org/0000-0002-5222-1740"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefanos Zafeiriou","raw_affiliation_strings":["FaceSoft.io","Imperial College London, UK","Imperial College London, UK; FaceSoft.io"],"affiliations":[{"raw_affiliation_string":"FaceSoft.io","institution_ids":[]},{"raw_affiliation_string":"Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London, UK; FaceSoft.io","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5074709231"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.3929,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60629594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"757","last_page":"766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9991000294685364,"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/T11448","display_name":"Face recognition and analysis","score":0.9991000294685364,"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/computer-science","display_name":"Computer science","score":0.7804164886474609},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.746842622756958},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.7203159928321838},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6913172602653503},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5384300947189331},{"id":"https://openalex.org/keywords/3d-reconstruction","display_name":"3D reconstruction","score":0.49060025811195374},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.43439334630966187},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.42277786135673523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804164886474609},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.746842622756958},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.7203159928321838},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6913172602653503},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5384300947189331},{"id":"https://openalex.org/C109950114","wikidata":"https://www.wikidata.org/wiki/Q4464732","display_name":"3D reconstruction","level":2,"score":0.49060025811195374},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.43439334630966187},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42277786135673523},{"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":5,"locations":[{"id":"doi:10.1109/cvpr42600.2020.00084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr42600.2020.00084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2003.13845","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.13845","pdf_url":"https://arxiv.org/pdf/2003.13845","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":"mag:3015003140","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2003.13845","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/77830","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/77830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Working Paper"},{"id":"doi:10.48550/arxiv.2003.13845","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.13845","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:2003.13845","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.13845","pdf_url":"https://arxiv.org/pdf/2003.13845","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":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1056865535","display_name":null,"funder_award_id":"Early Career Fellowship","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1361938442","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2177744983","display_name":"Computational Imaging and Analysis of Scene Appearance","funder_award_id":"EP/N006259/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2246775589","display_name":"DEFORM: Large Scale Shape Analysis of Deformable Models of Humans","funder_award_id":"EP/S010203/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3006763692","display_name":null,"funder_award_id":"EP/N006259/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8835316786","display_name":null,"funder_award_id":"EP/S010203/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8886761049","display_name":null,"funder_award_id":"EPSRC Fellowship","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8895942654","display_name":null,"funder_award_id":"Imperial College","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320283","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015003140.pdf","grobid_xml":"https://content.openalex.org/works/W3015003140.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W2016462422","https://openalex.org/W2064076387","https://openalex.org/W2093533725","https://openalex.org/W2097108975","https://openalex.org/W2099471712","https://openalex.org/W2100810849","https://openalex.org/W2102924784","https://openalex.org/W2126733192","https://openalex.org/W2161969291","https://openalex.org/W2235136907","https://openalex.org/W2237250383","https://openalex.org/W2431101926","https://openalex.org/W2519131448","https://openalex.org/W2560535660","https://openalex.org/W2582523095","https://openalex.org/W2584229793","https://openalex.org/W2607170299","https://openalex.org/W2736596523","https://openalex.org/W2766527293","https://openalex.org/W2770096058","https://openalex.org/W2771328060","https://openalex.org/W2798409702","https://openalex.org/W2803705807","https://openalex.org/W2810993953","https://openalex.org/W2811490555","https://openalex.org/W2866634454","https://openalex.org/W2888861855","https://openalex.org/W2889050557","https://openalex.org/W2903420996","https://openalex.org/W2912459656","https://openalex.org/W2924628531","https://openalex.org/W2962780596","https://openalex.org/W2962793481","https://openalex.org/W2962922861","https://openalex.org/W2963073614","https://openalex.org/W2963586535","https://openalex.org/W2963650738","https://openalex.org/W2963800363","https://openalex.org/W2963812294","https://openalex.org/W2964094607","https://openalex.org/W2969985801","https://openalex.org/W2974403539","https://openalex.org/W2990431681","https://openalex.org/W2991598389","https://openalex.org/W3000731301","https://openalex.org/W3097002254","https://openalex.org/W3101531717","https://openalex.org/W3103596843","https://openalex.org/W4231149888","https://openalex.org/W6675302214","https://openalex.org/W6750395864","https://openalex.org/W6753074096","https://openalex.org/W6754170188"],"related_works":["https://openalex.org/W3035413889","https://openalex.org/W2791044228","https://openalex.org/W2993252619","https://openalex.org/W2614905815","https://openalex.org/W2995318735","https://openalex.org/W2296297070","https://openalex.org/W3008102851","https://openalex.org/W3019764284","https://openalex.org/W2787329814","https://openalex.org/W3091790746","https://openalex.org/W2950434686","https://openalex.org/W2550910056","https://openalex.org/W2612090010","https://openalex.org/W2247276356","https://openalex.org/W2982095233","https://openalex.org/W3187229678","https://openalex.org/W2904288048","https://openalex.org/W2950916229","https://openalex.org/W3085316785","https://openalex.org/W3127639500"],"abstract_inverted_index":{"Over":[0],"the":[1,5,40,94,147,172,194,198],"last":[2],"years,":[3],"with":[4,20,110],"advent":[6],"of":[7,42,68,76,114,124,165],"Generative":[8],"Adversarial":[9],"Networks":[10],"(GANs),":[11],"many":[12],"face":[13,27,31],"analysis":[14],"tasks":[15],"have":[16],"accomplished":[17],"astounding":[18],"performance,":[19],"applications":[21],"including,":[22],"but":[23],"not":[24],"limited":[25],"to,":[26],"generation":[28],"and":[29,59,73,127,129,136,140,150,167,179],"3D":[30,54,103,134,185],"reconstruction":[32,138],"from":[33,56,105,187],"a":[34,106,121,132,163,176,188],"single":[35,107,189],"\"in-the-wild\"":[36,57,108],"image.":[37],"Nevertheless,":[38],"to":[39,64,100],"best":[41],"our":[43],"knowledge,":[44],"there":[45],"is":[46,98],"no":[47],"method":[48,96,139],"which":[49],"can":[50,61,80],"produce":[51],"high-resolution":[52,86],"photorealistic":[53,102],"faces":[55,104,186],"images":[58],"this":[60,89],"be":[62,82],"attributed":[63],"the:":[65],"(a)":[66],"scarcity":[67],"available":[69],"data":[70],"for":[71,156,193],"training,":[72],"(b)":[74],"lack":[75],"robust":[77],"methodologies":[78],"that":[79,97,153],"successfully":[81],"applied":[83],"on":[84,131],"very":[85],"data.":[87],"In":[88],"paper,":[90],"we":[91,119,160],"introduce":[92],"AvatarMe,":[93],"first":[95,195],"able":[99],"reconstruct":[101],"image":[109,191],"an":[111],"increasing":[112],"level":[113],"detail.":[115],"To":[116],"achieve":[117],"this,":[118],"capture":[120],"large":[122],"dataset":[123],"facial":[125],"shape":[126,137],"reflectance":[128],"build":[130],"state-of-the-art":[133],"texture":[135],"successively":[141],"refine":[142],"its":[143],"results,":[144],"while":[145],"generating":[146],"per-pixel":[148],"diffuse":[149],"specular":[151],"components":[152],"are":[154],"required":[155],"realistic":[157],"rendering.":[158],"As":[159],"demonstrate":[161],"in":[162],"series":[164],"qualitative":[166],"quantitative":[168],"experiments,":[169],"AvatarMe":[170],"outperforms":[171],"existing":[173],"arts":[174],"by":[175,183],"significant":[177],"margin":[178],"reconstructs":[180],"authentic,":[181],"4K":[182],"6K-resolution":[184],"low-resolution":[190],"that,":[192],"time,":[196],"bridges":[197],"uncanny":[199],"valley.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
