{"id":"https://openalex.org/W4308236273","doi":"https://doi.org/10.1109/icip46576.2022.9897209","title":"Exploring Occlusion-Sensitive Deep Network for Single-View 3D Face Reconstruction","display_name":"Exploring Occlusion-Sensitive Deep Network for Single-View 3D Face Reconstruction","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308236273","doi":"https://doi.org/10.1109/icip46576.2022.9897209"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897209","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":"conference-paper","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/A5100378356","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0001-7578-7010"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101435571","display_name":"Shikun Zhang","orcid":"https://orcid.org/0000-0002-8576-2674"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shikun Zhang","raw_affiliation_strings":["Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021604612","display_name":"Fengyi Song","orcid":"https://orcid.org/0000-0001-6587-3038"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyi Song","raw_affiliation_strings":["Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","School of Computer Science and Engineering, Nanjing University of Science and Technology, China","School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619501","display_name":"Ge Song","orcid":"https://orcid.org/0000-0002-2159-8203"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Song","raw_affiliation_strings":["Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034985240","display_name":"Ming Yang","orcid":"https://orcid.org/0009-0002-4952-1790"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yang","raw_affiliation_strings":["Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University,School of Computer and Electronic Information/School of Artificial Intelligence,China","institution_ids":["https://openalex.org/I152031979"]},{"raw_affiliation_string":"School of Computer and Electronic Information/School of Artificial Intelligence, Nanjing Normal University, China","institution_ids":["https://openalex.org/I152031979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1821","last_page":"1825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":1.0,"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":1.0,"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":0.9950000047683716,"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":0.9896000027656555,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7626101970672607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7454783916473389},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7187314629554749},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6774227619171143},{"id":"https://openalex.org/keywords/occlusion","display_name":"Occlusion","score":0.6379852294921875},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5587431788444519},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5064302682876587},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5041877031326294},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.480996698141098},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46578019857406616},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3795531094074249}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7626101970672607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7454783916473389},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7187314629554749},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6774227619171143},{"id":"https://openalex.org/C2776268601","wikidata":"https://www.wikidata.org/wiki/Q968808","display_name":"Occlusion","level":2,"score":0.6379852294921875},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5587431788444519},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5064302682876587},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5041877031326294},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.480996698141098},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46578019857406616},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3795531094074249},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897209","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2012885984","https://openalex.org/W2168722300","https://openalex.org/W2237250383","https://openalex.org/W2265959009","https://openalex.org/W2560722161","https://openalex.org/W2963253045","https://openalex.org/W2964014798","https://openalex.org/W2990935086","https://openalex.org/W2995982174","https://openalex.org/W3163434270","https://openalex.org/W3182318349","https://openalex.org/W4297775537","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W1970611213","https://openalex.org/W4206560911","https://openalex.org/W4372260270"],"abstract_inverted_index":{"Recovering":[0],"3D":[1,133],"geometry":[2],"from":[3],"a":[4],"single-view":[5],"2D":[6],"face":[7,134,137],"image":[8],"is":[9,57,101],"an":[10,75],"ill-posed":[11],"task":[12],"full":[13],"of":[14,66,113,128],"various":[15,93],"challenges,":[16],"especially":[17],"under":[18],"occlusion":[19],"conditions":[20],"commonly":[21],"seen":[22],"with":[23],"large":[24],"poses,":[25],"while":[26],"partial":[27],"facial":[28],"information":[29],"missing":[30],"makes":[31],"the":[32,44,53,64,81,97,105,111,114,125],"burden":[33],"much":[34],"heavier.":[35],"Although":[36],"existing":[37],"methods":[38,61],"could":[39],"solve":[40],"this":[41],"problem":[42],"in":[43,52],"end-to-end":[45],"fashion,":[46],"they":[47],"still":[48],"have":[49],"limited":[50],"performance":[51,127],"occluded":[54,68,84],"scenes.":[55],"It":[56],"intuitively":[58],"for":[59,70,79,95,131],"many":[60],"to":[62,103],"depress":[63],"influence":[65],"those":[67],"regions":[69],"reconstruction.":[71],"But":[72],"we":[73],"propose":[74],"occlusion-sensitive":[76,115],"weighting":[77],"mechanism":[78],"balancing":[80],"contributions":[82],"among":[83],"and":[85,136],"non-occluded":[86],"regions.":[87],"Meanwhile,":[88],"considering":[89],"no":[90],"dataset":[91],"contains":[92],"occlusions":[94],"learning,":[96],"data":[98],"augmentation":[99],"technique":[100],"exploited":[102],"expand":[104],"training":[106],"dataset,":[107],"which":[108],"further":[109],"facilitates":[110],"learning":[112],"deep":[116],"network.":[117],"Extensive":[118],"experiments":[119],"on":[120],"two":[121],"challenging":[122],"datasets":[123],"validate":[124],"advanced":[126],"our":[129],"method":[130],"both":[132],"reconstruction":[135],"alignment.":[138],"<sup":[139],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[140],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}