{"id":"https://openalex.org/W3021946797","doi":"https://doi.org/10.1007/s11633-019-1183-x","title":"Deep Learning Based Single Image Super-resolution: A Survey","display_name":"Deep Learning Based Single Image Super-resolution: A Survey","publication_year":2019,"publication_date":"2019-07-19","ids":{"openalex":"https://openalex.org/W3021946797","doi":"https://doi.org/10.1007/s11633-019-1183-x","mag":"3021946797"},"language":"en","primary_location":{"id":"doi:10.1007/s11633-019-1183-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11633-019-1183-x","pdf_url":null,"source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"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":"International Journal of Automation and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://rgu-repository.worktribe.com/output/1085637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069691009","display_name":"Viet Khanh Ha","orcid":"https://orcid.org/0000-0002-6965-4024"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Viet Khanh Ha","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, G1 1XW, UK"],"raw_orcid":"https://orcid.org/0000-0002-6965-4024","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, G1 1XW, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084316677","display_name":"Jinchang Ren","orcid":"https://orcid.org/0000-0001-6116-3194"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]},{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jin-Chang Ren","raw_affiliation_strings":["College of Information Engineering, Taiyuan University of Technology, Taiyuan, 030024, China","Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, G1 1XW, UK"],"raw_orcid":"https://orcid.org/0000-0001-6116-3194","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, G1 1XW, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100550197","display_name":"Xin-Ying Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin-Ying Xu","raw_affiliation_strings":["College of Information Engineering, Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014909341","display_name":"Sophia Zhao","orcid":"https://orcid.org/0009-0008-6914-3583"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sophia Zhao","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, G1 1XW, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, G1 1XW, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042609299","display_name":"Gang Xie","orcid":"https://orcid.org/0000-0001-5769-0565"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Xie","raw_affiliation_strings":["School of Electronic Information Engineering, Taiyuan University of Science and Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Taiyuan University of Science and Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015428799","display_name":"Valent\u00edn Masero","orcid":"https://orcid.org/0000-0003-4839-8292"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Valentin Masero","raw_affiliation_strings":["Department of Computer Systems and Telematics Engineering, University of Extremadura, Badajoz, 06006, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Systems and Telematics Engineering, University of Extremadura, Badajoz, 06006, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]},{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]},{"id":"https://openalex.org/I4210109416","display_name":"Anhui Science and Technology University","ror":"https://ror.org/01pn91c28","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210109416"]},{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Anhui, 230039, China","School of Computing, Edinburgh Napier University, Edinburgh, EH10 5DT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Anhui, 230039, China","institution_ids":["https://openalex.org/I4210109416","https://openalex.org/I184681353","https://openalex.org/I143868143","https://openalex.org/I92178344"]},{"raw_affiliation_string":"School of Computing, Edinburgh Napier University, Edinburgh, EH10 5DT, UK","institution_ids":["https://openalex.org/I251738"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069691009"],"corresponding_institution_ids":["https://openalex.org/I181647926"],"apc_list":null,"apc_paid":null,"fwci":5.9225,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.97004855,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"4","first_page":"413","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9934999942779541,"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/deep-learning","display_name":"Deep learning","score":0.7556866407394409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6886218190193176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6490135192871094},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47289931774139404},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.463555246591568},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.4558907151222229},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4444717466831207},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4369509816169739},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.41743940114974976},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39082956314086914},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.22406277060508728},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06659659743309021}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7556866407394409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886218190193176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6490135192871094},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47289931774139404},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.463555246591568},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.4558907151222229},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4444717466831207},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4369509816169739},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.41743940114974976},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39082956314086914},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.22406277060508728},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06659659743309021},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11633-019-1183-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11633-019-1183-x","pdf_url":null,"source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"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":"International Journal of Automation and Computing","raw_type":"journal-article"},{"id":"pmh:oai:rgu-repository.worktribe.com:1085637","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1085637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:rgu-repository.worktribe.com:1085637","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1085637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W935139217","https://openalex.org/W1578089973","https://openalex.org/W1785273029","https://openalex.org/W1791560514","https://openalex.org/W1885185971","https://openalex.org/W1930824406","https://openalex.org/W1950594372","https://openalex.org/W1982013307","https://openalex.org/W1998226234","https://openalex.org/W2013103522","https://openalex.org/W2027717882","https://openalex.org/W2047920195","https://openalex.org/W2057065563","https://openalex.org/W2057688677","https://openalex.org/W2088254198","https://openalex.org/W2097074225","https://openalex.org/W2098506229","https://openalex.org/W2099471712","https://openalex.org/W2118963448","https://openalex.org/W2120824855","https://openalex.org/W2121058967","https://openalex.org/W2121927366","https://openalex.org/W2148312679","https://openalex.org/W2149760002","https://openalex.org/W2150081556","https://openalex.org/W2150199685","https://openalex.org/W2172283661","https://openalex.org/W2200594420","https://openalex.org/W2214802144","https://openalex.org/W2219715551","https://openalex.org/W2242218935","https://openalex.org/W2283543653","https://openalex.org/W2331128040","https://openalex.org/W2337199865","https://openalex.org/W2432004435","https://openalex.org/W2462651488","https://openalex.org/W2471801048","https://openalex.org/W2503339013","https://openalex.org/W2534320940","https://openalex.org/W2554314924","https://openalex.org/W2607041014","https://openalex.org/W2735457106","https://openalex.org/W2747898905","https://openalex.org/W2771390659","https://openalex.org/W2780544323","https://openalex.org/W2787272945","https://openalex.org/W2795024892","https://openalex.org/W2795824235","https://openalex.org/W2799120945","https://openalex.org/W2805163084","https://openalex.org/W2866634454","https://openalex.org/W2888285221","https://openalex.org/W2890276988","https://openalex.org/W2895240252","https://openalex.org/W2895568328","https://openalex.org/W2912500072","https://openalex.org/W2952820535","https://openalex.org/W2963037581","https://openalex.org/W2963091558","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2963620158","https://openalex.org/W2963645458","https://openalex.org/W2963704386","https://openalex.org/W2963729050","https://openalex.org/W2963814095","https://openalex.org/W2964042923","https://openalex.org/W2964101377","https://openalex.org/W2964125708","https://openalex.org/W2964201867","https://openalex.org/W2964277374","https://openalex.org/W3104720471","https://openalex.org/W4293320219","https://openalex.org/W4377561911","https://openalex.org/W6718379498","https://openalex.org/W6752237900"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W3024479225","https://openalex.org/W3171371563","https://openalex.org/W2995680918","https://openalex.org/W3133954817","https://openalex.org/W3003847115","https://openalex.org/W4377047569"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}