{"id":"https://openalex.org/W4385576339","doi":"https://doi.org/10.3233/jifs-230320","title":"Progressive Dunhuang murals inpainting based on recurrent feature reasoning network","display_name":"Progressive Dunhuang murals inpainting based on recurrent feature reasoning network","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385576339","doi":"https://doi.org/10.3233/jifs-230320"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-230320","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-230320","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5100403789","display_name":"Jiacheng Li","orcid":"https://orcid.org/0000-0003-3250-5161"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiacheng Li","raw_affiliation_strings":["Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420022","display_name":"Jianhua Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Wang","raw_affiliation_strings":["Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428685","display_name":"Wenjie Liu","orcid":"https://orcid.org/0000-0002-9858-5910"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Liu","raw_affiliation_strings":["Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044043999","display_name":"Shengxia Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengxia Gao","raw_affiliation_strings":["Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009770587","display_name":"Shiqiang Du","orcid":"https://orcid.org/0000-0002-9787-186X"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiqiang Du","raw_affiliation_strings":["College of Mathematics and Computer Science, Northwest Minzu University, Lanzhou, Gansu, China","Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Northwest Minzu University, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I145897649"]},{"raw_affiliation_string":"Key Laboratory of Linguistic and Cultural Computing of Ministry of Education, Chinese National Information Technology Research Institute, Northwest Minzu University, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I145897649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009770587"],"corresponding_institution_ids":["https://openalex.org/I145897649"],"apc_list":null,"apc_paid":null,"fwci":0.3685,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59346296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"45","issue":"4","first_page":"6667","last_page":"6678"},"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":0.9943000078201294,"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":0.9943000078201294,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9860000014305115,"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":0.9811999797821045,"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/feature","display_name":"Feature (linguistics)","score":0.7713234424591064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6895787715911865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.681544840335846},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.609951913356781},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5355361104011536},{"id":"https://openalex.org/keywords/mural","display_name":"Mural","score":0.4984877109527588},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36728936433792114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3396417498588562},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.24204760789871216},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.11090260744094849}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7713234424591064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6895787715911865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.681544840335846},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.609951913356781},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5355361104011536},{"id":"https://openalex.org/C2777420470","wikidata":"https://www.wikidata.org/wiki/Q219423","display_name":"Mural","level":3,"score":0.4984877109527588},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36728936433792114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3396417498588562},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.24204760789871216},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.11090260744094849},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-230320","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-230320","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"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":12,"referenced_works":["https://openalex.org/W1993120651","https://openalex.org/W2055132753","https://openalex.org/W2081351607","https://openalex.org/W2100415658","https://openalex.org/W2117539524","https://openalex.org/W2738588019","https://openalex.org/W3035388163","https://openalex.org/W3096831136","https://openalex.org/W3103556460","https://openalex.org/W4287377265","https://openalex.org/W4328124783","https://openalex.org/W6785302134"],"related_works":["https://openalex.org/W3178025616","https://openalex.org/W2060947339","https://openalex.org/W2131831293","https://openalex.org/W2017457812","https://openalex.org/W1995073329","https://openalex.org/W2946160871","https://openalex.org/W3035059915","https://openalex.org/W425542480","https://openalex.org/W49967185","https://openalex.org/W2107727507"],"abstract_inverted_index":{"The":[0,19,142,169],"Dunhuang":[1,12,20,91,245],"murals,":[2],"notably":[3],"the":[4,7,57,73,104,128,148,152,159,173,179,227,250,254],"paintings":[5],"on":[6,96,237],"interior":[8],"walls":[9],"of":[10,31,42,59,78,107,127,175],"China\u2019s":[11],"Grottoes,":[13],"are":[14,217],"considered":[15],"international":[16],"cultural":[17,53],"treasure.":[18],"murals":[21,43,92],"were":[22,36],"ruined":[23],"to":[24,38,46,56,101,115,190,233],"varied":[25],"degrees":[26],"after":[27],"a":[28,75,89,111,164,200,238,243],"lengthy":[29],"period":[30],"erosion.":[32],"Deep":[33],"learning":[34],"networks":[35],"utilized":[37],"reconstruct":[39],"broken":[40],"parts":[41],"in":[44,72,147,188,199,257],"order":[45],"better":[47],"preserve":[48],"their":[49],"important":[50],"historical":[51],"and":[52,67,69,119,135,242,260],"values.":[54],"Due":[55],"presence":[58],"various":[60],"damages,":[61],"such":[62],"as":[63,163],"large":[64],"peeling,":[65],"mold":[66],"scratches,":[68],"multi-scale":[70],"objects":[71],"mural,":[74],"simple":[76],"porting":[77],"existing":[79],"working":[80],"methods":[81],"is":[82],"suboptimal.":[83],"In":[84],"this":[85],"paper,":[86],"we":[87],"propose":[88],"progressive":[90,112],"inpainting":[93],"(PDMI)":[94],"based":[95],"recurrent":[97,130],"feature":[98,131,149,153,161,186,212,215,222,229],"reasoning":[99,132],"network":[100],"progressively":[102],"infer":[103],"pixel":[105],"values":[106],"hole":[108,155,176],"centers":[109],"by":[110],"approach,":[113],"aiming":[114],"obtain":[116],"visually":[117],"reasonable":[118],"semantically":[120],"consistent":[121],"inpainted":[122,180],"results.":[123],"PDMI":[124],"consists":[125],"mainly":[126],"FFC-based":[129],"(RFR)":[133],"module":[134,144,170],"Multi-scale":[136],"Knowledge":[137],"Consistent":[138],"Attention":[139],"(MKCA)":[140],"module.":[141],"RFR":[143,189],"first":[145],"fills":[146],"value":[150,162],"at":[151],"map\u2019s":[154],"border,":[156],"then":[157,226],"utilizes":[158],"obtained":[160],"clue":[165],"for":[166],"further":[167],"inference.":[168],"steadily":[171],"improved":[172],"limitation":[174],"centers,":[177],"making":[178],"results":[181],"more":[182],"explicit;":[183],"MKCA":[184],"enables":[185],"maps":[187,216,230],"handle":[191],"richer":[192],"background":[193],"information":[194,198],"from":[195],"distant":[196],"location":[197],"flexible":[201],"manner":[202],"while":[203],"preventing":[204],"misuse.":[205],"After":[206],"several":[207],"round-robin":[208],"inferences":[209],"provide":[210],"multiple":[211],"maps,":[213],"these":[214],"fused":[218,228],"using":[219],"an":[220],"adaptive":[221],"weighted":[223],"fusion":[224],"mechanism,":[225],"decode":[231],"back":[232],"RGB":[234],"image.":[235],"Experiments":[236],"publicly":[239],"available":[240],"dataset":[241,247],"self-made":[244],"mural":[246],"reveal":[248],"that":[249],"proposed":[251],"method":[252],"outperforms":[253],"comparison":[255],"algorithm":[256],"both":[258],"qualitative":[259],"quantitative":[261],"aspects.":[262]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}