{"id":"https://openalex.org/W3194874121","doi":"https://doi.org/10.1109/icip42928.2021.9506103","title":"Real-Time 3d Face Reconstruction From Single Image Using End-To-End Cnn Regression","display_name":"Real-Time 3d Face Reconstruction From Single Image Using End-To-End Cnn Regression","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3194874121","doi":"https://doi.org/10.1109/icip42928.2021.9506103","mag":"3194874121"},"language":"en","primary_location":{"id":"doi:10.1109/icip42928.2021.9506103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","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/A5100388412","display_name":"Shan Wang","orcid":"https://orcid.org/0000-0001-5991-5254"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shan Wang","raw_affiliation_strings":["Beihang University,State Key Laboratory of Virtual Reality Technology and Systems,Beijing","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing","School of New Media Art and Design, Beihang University, Beijing"],"affiliations":[{"raw_affiliation_string":"Beihang University,State Key Laboratory of Virtual Reality Technology and Systems,Beijing","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I4392738276"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of New Media Art and Design, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064912514","display_name":"Xukun Shen","orcid":"https://orcid.org/0000-0001-8509-9393"},"institutions":[{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xukun Shen","raw_affiliation_strings":["Beihang University,State Key Laboratory of Virtual Reality Technology and Systems,Beijing","School of New Media Art and Design, Beihang University, Beijing","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing"],"affiliations":[{"raw_affiliation_string":"Beihang University,State Key Laboratory of Virtual Reality Technology and Systems,Beijing","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I4392738276"]},{"raw_affiliation_string":"School of New Media Art and Design, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017591415","display_name":"Kun Yu","orcid":"https://orcid.org/0000-0001-7587-8027"},"institutions":[{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Yu","raw_affiliation_strings":["Beihang University,State Key Laboratory of Virtual Reality Technology and Systems,Beijing","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing"],"affiliations":[{"raw_affiliation_string":"Beihang University,State Key Laboratory of Virtual Reality Technology and Systems,Beijing","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I4392738276"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100388412"],"corresponding_institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.1921,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48681373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3293","last_page":"3297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11322","display_name":"Facial Rejuvenation and Surgery Techniques","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7934029698371887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7383604049682617},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6800693273544312},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.6119356155395508},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6003586053848267},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5757988095283508},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5304630994796753},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.49479812383651733},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.49082764983177185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48880264163017273},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47525545954704285},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4662206470966339},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45140185952186584},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41954272985458374},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.417066752910614},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.41498637199401855},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.41055041551589966},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10303923487663269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7934029698371887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7383604049682617},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6800693273544312},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.6119356155395508},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6003586053848267},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5757988095283508},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5304630994796753},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.49479812383651733},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.49082764983177185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48880264163017273},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47525545954704285},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4662206470966339},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45140185952186584},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41954272985458374},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.417066752910614},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.41498637199401855},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.41055041551589966},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10303923487663269},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip42928.2021.9506103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip42928.2021.9506103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.800000011920929,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W764651262","https://openalex.org/W1899185266","https://openalex.org/W2058961190","https://openalex.org/W2194775991","https://openalex.org/W2237250383","https://openalex.org/W2519131448","https://openalex.org/W2555510177","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2582523095","https://openalex.org/W2584229793","https://openalex.org/W2599226450","https://openalex.org/W2803705807","https://openalex.org/W2810993953","https://openalex.org/W2962780596","https://openalex.org/W2963073614","https://openalex.org/W2990431681","https://openalex.org/W3000731301","https://openalex.org/W3034798648","https://openalex.org/W3035413889","https://openalex.org/W6639927594"],"related_works":["https://openalex.org/W3179968364","https://openalex.org/W2381850946","https://openalex.org/W4380449851","https://openalex.org/W3125091513","https://openalex.org/W4318832338","https://openalex.org/W2151749779","https://openalex.org/W2993564273","https://openalex.org/W4286907753","https://openalex.org/W3208389169","https://openalex.org/W3134004915"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,12,36,43,58,63,110],"learning-based":[4],"method":[5,20,169],"for":[6],"detailed":[7,64],"3D":[8,40,65],"face":[9,41,66,88,95],"reconstruction":[10,50,71,89,99,179],"from":[11,42],"single":[13],"unconstrained":[14,174],"image.":[15,46],"The":[16,27,163],"core":[17],"of":[18,29,39,62,79,86,139,156],"our":[19,70,150,168],"is":[21,33,107,131],"an":[22],"end-to-end":[23,105,151],"multi-task":[24],"network":[25,32,106,126,152],"architecture.":[26],"purpose":[28],"the":[30,77,84,104,144,154,157,186],"proposed":[31,132],"to":[34,67,118,135,185],"predict":[35],"geometric":[37],"representation":[38,61],"given":[44],"facial":[45],"Unlike":[47],"most":[48],"existing":[49],"methods":[51],"using":[52],"low-dimension":[53],"morphable":[54],"models,":[55],"we":[56],"propose":[57],"pixel-based":[59],"multi-scale":[60],"ensure":[68],"that":[69,167],"results":[72,165],"are":[73,94],"not":[74],"limited":[75],"by":[76,143],"expressiveness":[78],"linear":[80],"models.":[81],"We":[82,148],"break":[83],"task":[85],"high-fidelity":[87],"into":[90],"three":[91,115,145],"subtasks,":[92],"which":[93,113],"region":[96],"segmentation,":[97],"coarse-scale":[98],"and":[100,176],"detail":[101],"recovery.":[102],"So":[103],"constructed":[108],"as":[109,133],"multitask":[111],"mode,":[112],"contains":[114],"subtask":[116,146],"networks":[117],"deal":[119],"with":[120,127,172,181],"different":[121,137],"subtasks":[122],"respectively.":[123],"A":[124],"backbone":[125],"feature":[128,140],"pyramid":[129],"structure":[130],"well":[134],"provide":[136],"levels":[138],"maps":[141],"required":[142],"networks.":[147],"train":[149],"in":[153],"spirit":[155],"recent":[158],"photo-realistic":[159],"data":[160],"generation":[161],"approach.":[162],"experimental":[164],"demonstrate":[166],"can":[170],"work":[171],"totally":[173],"images":[175],"produce":[177],"high-quality":[178],"but":[180],"less":[182],"runtime":[183],"compared":[184],"state-of-the-art.":[187]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
