{"id":"https://openalex.org/W4393318231","doi":"https://doi.org/10.1007/s00530-024-01290-3","title":"Image inpainting method based on AU-GAN","display_name":"Image inpainting method based on AU-GAN","publication_year":2024,"publication_date":"2024-03-29","ids":{"openalex":"https://openalex.org/W4393318231","doi":"https://doi.org/10.1007/s00530-024-01290-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-024-01290-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-024-01290-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-024-01290-3.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00530-024-01290-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010168696","display_name":"Chuangchuang Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuangchuang Dong","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101929839","display_name":"Huaming Liu","orcid":"https://orcid.org/0000-0002-0268-7745"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huaming Liu","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085875850","display_name":"Xiuyou Wang","orcid":"https://orcid.org/0009-0004-2850-921X"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuyou Wang","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058339909","display_name":"Xuehui Bi","orcid":"https://orcid.org/0009-0005-0704-2777"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehui Bi","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Normal University, 100 Qinghe West Road, Fuyang, 236037, Anhui Province, China","institution_ids":["https://openalex.org/I13175533"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101929839"],"corresponding_institution_ids":["https://openalex.org/I13175533"],"apc_list":null,"apc_paid":null,"fwci":3.0597,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.924337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"30","issue":"2","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":0.9991999864578247,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T11105","display_name":"Advanced Image Processing Techniques","score":0.993399977684021,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.8593124747276306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.659502387046814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5215334892272949},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.514703094959259},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.48739033937454224},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48184359073638916},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4183200001716614},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24026593565940857}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8593124747276306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.659502387046814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5215334892272949},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.514703094959259},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.48739033937454224},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48184359073638916},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4183200001716614},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24026593565940857}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-024-01290-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-024-01290-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-024-01290-3.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00530-024-01290-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-024-01290-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-024-01290-3.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327585","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393318231.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1554980273","https://openalex.org/W1993120651","https://openalex.org/W2016331656","https://openalex.org/W2029411311","https://openalex.org/W2105038642","https://openalex.org/W2109898560","https://openalex.org/W2295936755","https://openalex.org/W2557414982","https://openalex.org/W2738588019","https://openalex.org/W2794704434","https://openalex.org/W2798365772","https://openalex.org/W2799277064","https://openalex.org/W2896434438","https://openalex.org/W2947622416","https://openalex.org/W2963270367","https://openalex.org/W2963420272","https://openalex.org/W2963917315","https://openalex.org/W2982763192","https://openalex.org/W2991377405","https://openalex.org/W2997669187","https://openalex.org/W2998075999","https://openalex.org/W3010665766","https://openalex.org/W3035512475","https://openalex.org/W3035574324","https://openalex.org/W3035678046","https://openalex.org/W3043547428","https://openalex.org/W3096831136","https://openalex.org/W3100750233","https://openalex.org/W3108554146","https://openalex.org/W3135026708","https://openalex.org/W3136958399","https://openalex.org/W3145291360","https://openalex.org/W3166762869","https://openalex.org/W3170697543","https://openalex.org/W3171933509","https://openalex.org/W3174754903","https://openalex.org/W3202418656","https://openalex.org/W3203035638","https://openalex.org/W3203538104","https://openalex.org/W3207918547","https://openalex.org/W3210146405","https://openalex.org/W4225672218","https://openalex.org/W4240726888","https://openalex.org/W4312238440","https://openalex.org/W4312383858","https://openalex.org/W4312771828","https://openalex.org/W4313051036","https://openalex.org/W4403701529"],"related_works":["https://openalex.org/W2017457812","https://openalex.org/W3178025616","https://openalex.org/W2131831293","https://openalex.org/W2946160871","https://openalex.org/W3035059915","https://openalex.org/W1995073329","https://openalex.org/W2060947339","https://openalex.org/W425542480","https://openalex.org/W49967185","https://openalex.org/W2107727507"],"abstract_inverted_index":{"Abstract":[0],"Image":[1],"inpainting":[2],"refers":[3],"to":[4,28,64,83,94,113,116,133,138,170],"the":[5,38,50,56,84,96,100,104,114,122,134,152,157],"process":[6],"of":[7,23,40,55,99,108],"filling":[8],"in":[9,32,156],"missing":[10,48],"regions":[11,110],"or":[12],"removing":[13],"objects,":[14],"and":[15,52,120,143,151,159],"has":[16,26,164],"broad":[17],"application":[18],"prospects.":[19],"The":[20,147],"rapid":[21],"development":[22],"deep":[24],"learning":[25],"led":[27],"new":[29],"technological":[30],"breakthroughs":[31],"image":[33,41,57],"repair":[34,119],"technology,":[35],"continuously":[36],"improving":[37],"quality":[39],"inpainting.":[42],"However,":[43],"when":[44,168],"we":[45,71],"inpaint":[46],"large":[47],"regions,":[49],"texture":[51,97],"structural":[53],"features":[54],"cannot":[58],"be":[59],"comprehensively":[60],"utilized.":[61],"This":[62,162],"leads":[63],"blurry":[65],"images.":[66],"To":[67],"solve":[68],"this":[69],"problem,":[70],"propose":[72],"an":[73,80],"improved":[74],"dual-stream":[75],"U-Net":[76,86],"algorithm":[77],"that":[78],"adds":[79],"attention":[81],"mechanism":[82],"two":[85],"networks":[87],"known":[88],"as":[89],"a":[90],"dual":[91],"AU-Net":[92],"network":[93,115,118,123,137],"improve":[95],"details":[98,142],"image.":[101],"In":[102],"addition,":[103],"location":[105],"code":[106],"(LC)":[107],"damaged":[109],"is":[111,131,149,154],"added":[112,132],"guide":[117],"accelerate":[121],"convergence":[124],"speed.":[125],"Least":[126],"squares":[127],"GAN":[128],"(LSGAN)":[129],"loss":[130],"generator\u2019s":[135],"adversarial":[136],"capture":[139],"more":[140],"content":[141],"enhance":[144],"training":[145],"stability.":[146],"PSNR":[148],"33.93":[150],"SSIM":[153],"0.931":[155],"CelebA":[158],"Paris":[160],"datasets.":[161],"method":[163],"been":[165],"proven":[166],"effective":[167],"compared":[169],"other":[171],"methods.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
