{"id":"https://openalex.org/W4308236040","doi":"https://doi.org/10.1109/icip46576.2022.9897964","title":"Graph Refinement with Regression Prior for 3D Face Reconstruction","display_name":"Graph Refinement with Regression Prior for 3D Face Reconstruction","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308236040","doi":"https://doi.org/10.1109/icip46576.2022.9897964"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897964","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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/A5044560513","display_name":"Chia-Hao Tang","orcid":"https://orcid.org/0000-0003-0402-5777"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chia-Hao Tang","raw_affiliation_strings":["National Taiwan University of Science and Technology,Taipei,Taiwan","National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015206948","display_name":"Gee-Sern Hsu","orcid":"https://orcid.org/0000-0003-2631-0448"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Gee-Sern Jison Hsu","raw_affiliation_strings":["National Taiwan University of Science and Technology,Taipei,Taiwan","National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007242161","display_name":"Ting-Yu Tai","orcid":"https://orcid.org/0009-0000-0011-4831"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ting-Yu Tai","raw_affiliation_strings":["National Taiwan University of Science and Technology,Taipei,Taiwan","National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044560513"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10644517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2436","last_page":"2440"},"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/T11322","display_name":"Facial Rejuvenation and Surgery Techniques","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T12301","display_name":"Facial Nerve Paralysis Treatment and Research","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/polygon-mesh","display_name":"Polygon mesh","score":0.7859943509101868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7076292634010315},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6377687454223633},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.6302443146705627},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5807605385780334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5223254561424255},{"id":"https://openalex.org/keywords/surface-reconstruction","display_name":"Surface reconstruction","score":0.4928712844848633},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4515033960342407},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43088996410369873},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4059203267097473},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39270681142807007},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3144204616546631},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1773647665977478},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.09939777851104736},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07353579998016357},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0711018443107605}],"concepts":[{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.7859943509101868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7076292634010315},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6377687454223633},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.6302443146705627},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5807605385780334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5223254561424255},{"id":"https://openalex.org/C20885615","wikidata":"https://www.wikidata.org/wiki/Q825595","display_name":"Surface reconstruction","level":3,"score":0.4928712844848633},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4515033960342407},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43088996410369873},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4059203267097473},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39270681142807007},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3144204616546631},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1773647665977478},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.09939777851104736},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07353579998016357},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0711018443107605},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897964","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1949778830","https://openalex.org/W2012885984","https://openalex.org/W2058961190","https://openalex.org/W2087007396","https://openalex.org/W2096733369","https://openalex.org/W2117539524","https://openalex.org/W2237250383","https://openalex.org/W2265959009","https://openalex.org/W2519131448","https://openalex.org/W2549139847","https://openalex.org/W2584229793","https://openalex.org/W2787004506","https://openalex.org/W2796822548","https://openalex.org/W2798291180","https://openalex.org/W2871667416","https://openalex.org/W2883221003","https://openalex.org/W2889050557","https://openalex.org/W2912459656","https://openalex.org/W2949662773","https://openalex.org/W2962770929","https://openalex.org/W2962922861","https://openalex.org/W2963342110","https://openalex.org/W2963557052","https://openalex.org/W2964014798","https://openalex.org/W2964321699","https://openalex.org/W2964449965","https://openalex.org/W2981685844","https://openalex.org/W2995341271","https://openalex.org/W3021962567","https://openalex.org/W3034512702","https://openalex.org/W3035104236","https://openalex.org/W3099505600","https://openalex.org/W3101531717","https://openalex.org/W3104300620","https://openalex.org/W3104792420","https://openalex.org/W3109194747","https://openalex.org/W3173814045","https://openalex.org/W6631190155","https://openalex.org/W6720006811","https://openalex.org/W6748204247","https://openalex.org/W6767019538"],"related_works":["https://openalex.org/W1557607869","https://openalex.org/W2366350639","https://openalex.org/W2087496541","https://openalex.org/W2028455732","https://openalex.org/W4313703117","https://openalex.org/W2085564391","https://openalex.org/W1984758362","https://openalex.org/W2042049060","https://openalex.org/W2075574617","https://openalex.org/W2128904762"],"abstract_inverted_index":{"We":[0],"propose":[1],"the":[2,24,29,59,62,69,84,90,96,107,125,131,139,146,154,159,169,172],"Graph":[3],"Refinement":[4],"with":[5,72,180],"Regression":[6],"Prior":[7],"(GRRP)":[8],"framework":[9,16,165],"for":[10,77,183],"3D":[11,25,35,79,111],"face":[12,42],"reconstruction.":[13],"The":[14,34,64,116,163],"GRRP":[15],"is":[17,38,47,120,150,166],"composed":[18],"of":[19,40,61,92,109,113,158],"two":[20,93],"component":[21],"networks,":[22],"namely":[23],"Face":[26,36],"Regressor":[27,37],"and":[28,52,100,104,145,174,178],"Graph-Convolutional":[30],"Refining":[31],"(GCR)":[32],"Network.":[33],"made":[39],"a":[41,54],"reconstruction":[43,80],"pre-trained":[44],"model,":[45],"which":[46],"not":[48],"updated":[49],"during":[50],"training":[51,60],"offers":[53],"pseudo":[55],"target":[56],"to":[57,67,122,152],"guide":[58],"GCR.":[63],"GCR":[65],"proposed":[66,164],"design":[68],"graph-refining":[70],"architecture":[71],"appropriate":[73],"graph":[74],"convolutional":[75],"settings":[76],"enhancing":[78],"accuracy.":[81],"Apart":[82],"from":[83],"network":[85],"design,":[86],"we":[87],"also":[88],"highlight":[89],"influences":[91],"objective":[94],"functions,":[95],"adaptive":[97,117],"vertex":[98,118],"loss":[99,119,149],"surface":[101,147],"normal":[102,148],"loss,":[103],"point":[105],"out":[106],"difficulty":[108],"generating":[110],"faces":[112],"local":[114,126,132],"details.":[115],"designed":[121,151],"adaptively":[123],"optimize":[124],"facial":[127],"meshes":[128],"so":[129],"that":[130],"undesired":[133],"vertices":[134,156],"can":[135,142],"be":[136,143],"rectified":[137],"while":[138],"global":[140],"mesh":[141],"kept,":[144],"eliminate":[153],"flying":[155],"problem":[157],"generated":[160],"shape":[161],"surface.":[162],"verified":[167],"through":[168],"experiments":[170],"on":[171],"AFLW2000-3D":[173],"MICC":[175],"Florence":[176],"datasets":[177],"compared":[179],"contemporary":[181],"approaches":[182],"evaluation.":[184]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}