{"id":"https://openalex.org/W2978846005","doi":"https://doi.org/10.1007/s12530-019-09303-7","title":"Restoration of artwork using deep neural networks","display_name":"Restoration of artwork using deep neural networks","publication_year":2019,"publication_date":"2019-10-05","ids":{"openalex":"https://openalex.org/W2978846005","doi":"https://doi.org/10.1007/s12530-019-09303-7","mag":"2978846005"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-019-09303-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-019-09303-7","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving 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/A5083459076","display_name":"Varun Gupta","orcid":"https://orcid.org/0000-0002-2633-5920"},"institutions":[{"id":"https://openalex.org/I860003557","display_name":"Punjab Engineering College","ror":"https://ror.org/00bsj2955","country_code":"IN","type":"education","lineage":["https://openalex.org/I860003557"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Varun Gupta","raw_affiliation_strings":["Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh, India","institution_ids":["https://openalex.org/I860003557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049189583","display_name":"Nitigya Sambyal","orcid":"https://orcid.org/0000-0003-2070-4462"},"institutions":[{"id":"https://openalex.org/I860003557","display_name":"Punjab Engineering College","ror":"https://ror.org/00bsj2955","country_code":"IN","type":"education","lineage":["https://openalex.org/I860003557"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nitigya Sambyal","raw_affiliation_strings":["Department of Computer Science and Engineering, Punjab Engineering College (Deemed to be University), Chandigarh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Punjab Engineering College (Deemed to be University), Chandigarh, India","institution_ids":["https://openalex.org/I860003557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022072475","display_name":"Akhil Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I860003557","display_name":"Punjab Engineering College","ror":"https://ror.org/00bsj2955","country_code":"IN","type":"education","lineage":["https://openalex.org/I860003557"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akhil Sharma","raw_affiliation_strings":["Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh, India","institution_ids":["https://openalex.org/I860003557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101495359","display_name":"P. Praveen Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I860003557","display_name":"Punjab Engineering College","ror":"https://ror.org/00bsj2955","country_code":"IN","type":"education","lineage":["https://openalex.org/I860003557"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Chandigarh College of Engineering and Technology, Chandigarh, India","institution_ids":["https://openalex.org/I860003557"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083459076"],"corresponding_institution_ids":["https://openalex.org/I860003557"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":1.1241,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.82525807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"2","first_page":"439","last_page":"446"},"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":0.9959999918937683,"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":0.9959999918937683,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","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"}}],"keywords":[{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.8698568344116211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8102014660835266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6837625503540039},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.6016730666160583},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5772221684455872},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5421870350837708},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5343552827835083},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5287891030311584},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5267593264579773},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4525924026966095},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44093939661979675},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43085977435112},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4226168096065521},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3906097710132599},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34569650888442993},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.22465026378631592},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10286247730255127},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.09176251292228699},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07235917448997498}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8698568344116211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8102014660835266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6837625503540039},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.6016730666160583},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5772221684455872},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5421870350837708},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5343552827835083},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5287891030311584},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5267593264579773},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4525924026966095},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44093939661979675},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43085977435112},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4226168096065521},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3906097710132599},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34569650888442993},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.22465026378631592},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10286247730255127},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.09176251292228699},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07235917448997498},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-019-09303-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-019-09303-7","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"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":20,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1901129140","https://openalex.org/W1993120651","https://openalex.org/W1999360130","https://openalex.org/W2012875423","https://openalex.org/W2025211488","https://openalex.org/W2030735335","https://openalex.org/W2078633354","https://openalex.org/W2100415658","https://openalex.org/W2295936755","https://openalex.org/W2326925005","https://openalex.org/W2520200494","https://openalex.org/W2737762407","https://openalex.org/W2738588019","https://openalex.org/W2798365772","https://openalex.org/W2962835968","https://openalex.org/W2963150697","https://openalex.org/W2963470893","https://openalex.org/W2963920537","https://openalex.org/W4296580612"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W1504109132","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W2244018504","https://openalex.org/W4298074124","https://openalex.org/W2003548600","https://openalex.org/W1523707610","https://openalex.org/W3214306048"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}