{"id":"https://openalex.org/W4200441333","doi":"https://doi.org/10.1142/s0218126622501146","title":"Generative Image Inpainting with Dilated Deformable Convolution","display_name":"Generative Image Inpainting with Dilated Deformable Convolution","publication_year":2021,"publication_date":"2021-12-11","ids":{"openalex":"https://openalex.org/W4200441333","doi":"https://doi.org/10.1142/s0218126622501146"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126622501146","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126622501146","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-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/A5100305052","display_name":"Zhao Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Qiu","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou 570228, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou 570228, P. R. China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071778068","display_name":"Lin Yuan","orcid":"https://orcid.org/0000-0003-1505-8611"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Yuan","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou 570228, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-1505-8611","affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou 570228, P. R. China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085801450","display_name":"Lihao Liu","orcid":"https://orcid.org/0000-0002-7091-7119"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihao Liu","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou 570228, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou 570228, P. R. China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017784727","display_name":"Zheng Yuan","orcid":"https://orcid.org/0000-0001-8788-6817"},"institutions":[{"id":"https://openalex.org/I4210100550","display_name":"Zhejiang DongFang Vocational and Technical College","ror":"https://ror.org/00yejqr65","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210100550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Yuan","raw_affiliation_strings":["Finance and Economics, Zhejiang Dongfang Polytechnic, Wenzhou 325000, Zhejiang, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Finance and Economics, Zhejiang Dongfang Polytechnic, Wenzhou 325000, Zhejiang, P. R. China","institution_ids":["https://openalex.org/I4210100550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075177714","display_name":"Tao Chen","orcid":"https://orcid.org/0000-0001-8239-1698"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Chen","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou 570228, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou 570228, P. R. China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103933227","display_name":"Zihan Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zihan Xiao","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Ottawa, Ottawa ON, K1N 6N5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Ottawa, Ottawa ON, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071778068"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":null,"apc_paid":null,"fwci":0.3879,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62585539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":"06","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9994999766349792,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9994999766349792,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.998199999332428,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9958999752998352,"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/inpainting","display_name":"Inpainting","score":0.7681049108505249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7129876613616943},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6062145829200745},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5844824314117432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.580411970615387},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5537272691726685},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4551711678504944},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4456537067890167},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3252601623535156},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16799473762512207}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.7681049108505249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7129876613616943},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6062145829200745},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5844824314117432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.580411970615387},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5537272691726685},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4551711678504944},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4456537067890167},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3252601623535156},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16799473762512207}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126622501146","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126622501146","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1993120651","https://openalex.org/W2105038642","https://openalex.org/W2295936755","https://openalex.org/W2348664362","https://openalex.org/W2559655401","https://openalex.org/W2601564443","https://openalex.org/W2738588019","https://openalex.org/W2963270367","https://openalex.org/W2963420272","https://openalex.org/W2963917315","https://openalex.org/W2966926453","https://openalex.org/W3088034552","https://openalex.org/W3117926661","https://openalex.org/W3122230257","https://openalex.org/W3140904135","https://openalex.org/W3161325351","https://openalex.org/W3186745756","https://openalex.org/W3200420680","https://openalex.org/W4240726888"],"related_works":["https://openalex.org/W2980422611","https://openalex.org/W3178025616","https://openalex.org/W2131831293","https://openalex.org/W2017457812","https://openalex.org/W2946160871","https://openalex.org/W1995073329","https://openalex.org/W3035059915","https://openalex.org/W2060947339","https://openalex.org/W425542480","https://openalex.org/W49967185"],"abstract_inverted_index":{"The":[0,44],"image":[1,12,19,26,32,47,56,86,125],"generation":[2,48,126],"and":[3,36,49,58,61,79,102,127],"completion":[4,50],"model":[5],"complement":[6],"the":[7,11,18,22,25,30,41,53,59,65,99,114,130],"missing":[8],"area":[9],"of":[10,24,46,55,64,108],"to":[13,17,38],"be":[14],"repaired":[15,31],"according":[16],"itself":[20],"or":[21],"information":[23],"library":[27],"so":[28],"that":[29,113],"looks":[33],"very":[34],"natural":[35],"difficult":[37],"distinguish":[39],"from":[40],"undamaged":[42],"image.":[43,67],"difficulty":[45],"lies":[51],"in":[52,118,124],"reasonableness":[54],"semantics":[57],"clear":[60],"true":[62],"texture":[63],"generated":[66],"In":[68],"this":[69,119],"paper,":[70],"a":[71,104],"Wasserstein":[72],"generative":[73,132],"adversarial":[74,133],"network":[75],"with":[76],"dilated":[77,95],"convolution":[78,81],"deformable":[80,89],"(DDC-WGAN)":[82],"is":[83,91],"proposed":[84,117],"for":[85],"completion.":[87],"A":[88],"offset":[90],"added":[92],"based":[93],"on":[94],"convolution,":[96],"which":[97],"enlarges":[98],"receptive":[100],"field":[101],"provides":[103],"more":[105],"stable":[106],"representation":[107],"geometric":[109],"deformation.":[110],"Experiments":[111],"show":[112],"DDC-WGAN":[115],"method":[116],"paper":[120],"has":[121],"better":[122],"performance":[123],"complementation":[128,134],"than":[129],"traditional":[131],"network.":[135]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}