{"id":"https://openalex.org/W7117353681","doi":"https://doi.org/10.1007/s10489-025-07058-0","title":"Cultural relic image restoration using two-stage transformer-CNN framework","display_name":"Cultural relic image restoration using two-stage transformer-CNN framework","publication_year":2025,"publication_date":"2025-12-27","ids":{"openalex":"https://openalex.org/W7117353681","doi":"https://doi.org/10.1007/s10489-025-07058-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-07058-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-07058-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5121387735","display_name":"Xing Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xing Wu","raw_affiliation_strings":["Key Laboratory of Silicate Cultural Relics Conservation (Shanghai University), Ministry of Education, Shanghai, 200444, China","Materials Genome Institute, Shanghai University, Shanghai, 200444, China","School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China","Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, 200444, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Silicate Cultural Relics Conservation (Shanghai University), Ministry of Education, Shanghai, 200444, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Materials Genome Institute, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121369792","display_name":"Deyu Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyu Gao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382207","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0001-5074-4049"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121399605","display_name":"Junfeng Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103174","display_name":"EA Technology","ror":"https://ror.org/00qwj7906","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210103174"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Junfeng Yao","raw_affiliation_strings":["CSSC Seago System Technology Co., Ltd, Shanghai, 200444, China"],"affiliations":[{"raw_affiliation_string":"CSSC Seago System Technology Co., Ltd, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210103174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055563435","display_name":"Quan QIAN","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Qian","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121380322","display_name":"Jun Song","orcid":null},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jun Song","raw_affiliation_strings":["Department of Geography, Hong Kong Baptist University, Hong Kong, 999077, China"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Hong Kong Baptist University, Hong Kong, 999077, China","institution_ids":["https://openalex.org/I141568987"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5121387735"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I141962983"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.2181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86258519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"56","issue":"1","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":0.8603000044822693,"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":0.8603000044822693,"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":0.028999999165534973,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.025699999183416367,"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/image-restoration","display_name":"Image restoration","score":0.6517000198364258},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.5031999945640564},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.43290001153945923},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4169999957084656},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3837999999523163},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.38339999318122864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8295000195503235},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.6517000198364258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5554999709129333},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.5031999945640564},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.43290001153945923},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4169999957084656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4034999907016754},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3837999999523163},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.3513999879360199},{"id":"https://openalex.org/C75887256","wikidata":"https://www.wikidata.org/wiki/Q46993143","display_name":"Conservation","level":2,"score":0.3188000023365021},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.2989000082015991},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.2827000021934509}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-07058-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-07058-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7524541616439819,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G320462068","display_name":null,"funder_award_id":"No. 62172267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1975049209","https://openalex.org/W1993120651","https://openalex.org/W2100415658","https://openalex.org/W2124592697","https://openalex.org/W2789569109","https://openalex.org/W2798365772","https://openalex.org/W2951474009","https://openalex.org/W2963270367","https://openalex.org/W2963925437","https://openalex.org/W2988217457","https://openalex.org/W2990559938","https://openalex.org/W2991377405","https://openalex.org/W2992838650","https://openalex.org/W3012604956","https://openalex.org/W3015897657","https://openalex.org/W3034885317","https://openalex.org/W3043547428","https://openalex.org/W3106817660","https://openalex.org/W3114688163","https://openalex.org/W3136958399","https://openalex.org/W3174537181","https://openalex.org/W3199003182","https://openalex.org/W3204170321","https://openalex.org/W4293215332","https://openalex.org/W4312383858","https://openalex.org/W4312497550","https://openalex.org/W4312933868","https://openalex.org/W4385490110","https://openalex.org/W4387004586","https://openalex.org/W4392908907","https://openalex.org/W4404328609","https://openalex.org/W4404433939","https://openalex.org/W4404801419","https://openalex.org/W4404825944","https://openalex.org/W4409152881"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-12-27T00:00:00"}