{"id":"https://openalex.org/W2803657611","doi":"https://doi.org/10.1109/tcsvt.2018.2839879","title":"Resolution-Aware Network for Image Super-Resolution","display_name":"Resolution-Aware Network for Image Super-Resolution","publication_year":2018,"publication_date":"2018-05-23","ids":{"openalex":"https://openalex.org/W2803657611","doi":"https://doi.org/10.1109/tcsvt.2018.2839879","mag":"2803657611"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2018.2839879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2018.2839879","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","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/A5100398583","display_name":"Yifan Wang","orcid":"https://orcid.org/0000-0003-1223-136X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1223-136X","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318892","display_name":"Lijun Wang","orcid":"https://orcid.org/0000-0003-2538-8358"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422639","display_name":"Hongyu Wang","orcid":"https://orcid.org/0000-0002-1038-412X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-1038-412X","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070918242","display_name":"Peihua Li","orcid":"https://orcid.org/0000-0001-7229-3867"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peihua Li","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-7229-3867","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":1.7687,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.89019514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"29","issue":"5","first_page":"1259","last_page":"1269"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9980999827384949,"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":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.8473002910614014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7698756456375122},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5934650301933289},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5769652128219604},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.5305027961730957},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5144303441047668},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5010886192321777},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4974706470966339},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4941149055957794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48055365681648254},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.41793322563171387},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4172452688217163},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3489200472831726},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3347030580043793},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1280001699924469},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07899990677833557}],"concepts":[{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.8473002910614014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7698756456375122},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5934650301933289},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5769652128219604},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.5305027961730957},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5144303441047668},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5010886192321777},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4974706470966339},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4941149055957794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48055365681648254},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.41793322563171387},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4172452688217163},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3489200472831726},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3347030580043793},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1280001699924469},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07899990677833557},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2018.2839879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2018.2839879","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1500189215","display_name":"\u9ad8\u5149\u8c31\u4e0e\u6781\u5316SAR\u56fe\u50cf\u534f\u540c\u6df1\u5ea6\u5b66\u4e60\u5206\u7c7b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61671103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4507495399","display_name":"\u57fa\u4e8e\u4fe1\u606f\u51e0\u4f55\u548c\u6d4b\u5ea6\u5b66\u4e60\u7684\u6df7\u5408\u9ad8\u65af\u6a21\u578b\u8ddd\u79bb\u7814\u7a76\u53ca\u5728\u56fe\u50cf\u5206\u7c7b\u4e2d\u7684\u5e94\u7528","funder_award_id":"61471082","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W7682646","https://openalex.org/W54257720","https://openalex.org/W935139217","https://openalex.org/W1599195847","https://openalex.org/W1791560514","https://openalex.org/W1885185971","https://openalex.org/W1919542679","https://openalex.org/W1950594372","https://openalex.org/W1973788353","https://openalex.org/W1992303731","https://openalex.org/W1992408872","https://openalex.org/W2035677848","https://openalex.org/W2047920195","https://openalex.org/W2088254198","https://openalex.org/W2098506229","https://openalex.org/W2108598243","https://openalex.org/W2118963448","https://openalex.org/W2121058967","https://openalex.org/W2121927366","https://openalex.org/W2133665775","https://openalex.org/W2137290314","https://openalex.org/W2138237382","https://openalex.org/W2150081556","https://openalex.org/W2157494358","https://openalex.org/W2163935418","https://openalex.org/W2169288322","https://openalex.org/W2194775991","https://openalex.org/W2200594420","https://openalex.org/W2202656999","https://openalex.org/W2211629196","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2342431481","https://openalex.org/W2470456807","https://openalex.org/W2476548250","https://openalex.org/W2503339013","https://openalex.org/W2505593925","https://openalex.org/W2601789736","https://openalex.org/W2740667773","https://openalex.org/W2752965000","https://openalex.org/W2792147336","https://openalex.org/W2963103155","https://openalex.org/W2963470893","https://openalex.org/W6600294690","https://openalex.org/W6624640001","https://openalex.org/W6638194035","https://openalex.org/W6683680428","https://openalex.org/W6724673846","https://openalex.org/W6742421098"],"related_works":["https://openalex.org/W2062399876","https://openalex.org/W2607795551","https://openalex.org/W3155117723","https://openalex.org/W1991429770","https://openalex.org/W1983892167","https://openalex.org/W2281134365","https://openalex.org/W4310746709","https://openalex.org/W4385574037","https://openalex.org/W4386075645","https://openalex.org/W4306309518"],"abstract_inverted_index":{"In":[0],"existing":[1],"deep":[2],"network-based":[3],"image":[4,95,121],"super-resolution":[5],"(SR)":[6],"methods,":[7],"each":[8,86],"network":[9,43,78,108],"is":[10,29,54,60,110],"only":[11],"trained":[12,142],"for":[13,45],"a":[14,41,144],"fixed":[15],"upscaling":[16,176],"factor":[17],"and":[18,97,122,131,139,168],"can":[19,98,171],"hardly":[20],"generalize":[21,173],"to":[22,113,127],"unseen":[23],"factors":[24,59],"at":[25],"test":[26],"time,":[27],"which":[28,85],"non-scalable":[30],"in":[31,84],"real":[32],"applications.":[33],"To":[34,68],"mitigate":[35],"this":[36,38],"issue,":[37],"paper":[39],"proposes":[40],"resolution-aware":[42],"(RAN)":[44],"simultaneous":[46],"SR":[47,56,96,102,150],"of":[48,57,81,92,103,117,152],"multiple":[49,58,153],"factors.":[50,105,154,177],"The":[51],"key":[52],"insight":[53],"that":[55,158],"essentially":[61],"different":[62,104,175],"but":[63],"also":[64],"shares":[65],"common":[66],"operations.":[67],"attain":[69],"stronger":[70],"generalization":[71],"across":[72,174],"factors,":[73],"we":[74],"design":[75],"an":[76,89],"upsampling":[77],"(U-Net)":[79],"consisting":[80],"several":[82],"sub-modules,":[83],"sub-module":[87],"implements":[88],"intermediate":[90],"step":[91],"the":[93,115,118,135,159,165],"overall":[94],"be":[99],"shared":[100],"by":[101],"A":[106],"decision":[107],"(D-Net)":[109],"further":[111],"adopted":[112],"identify":[114],"quality":[116],"input":[119],"low-resolution":[120],"adaptively":[123],"select":[124],"suitable":[125],"sub-modules":[126],"perform":[128],"SR.":[129],"U-Net":[130],"D-Net":[132],"together":[133],"constitute":[134],"proposed":[136,160],"RAN":[137,161],"model,":[138],"are":[140],"jointly":[141],"using":[143],"new":[145],"hierarchical":[146],"loss":[147],"function":[148],"on":[149],"tasks":[151],"Experimental":[155],"evaluations":[156],"demonstrate":[157],"compares":[162],"favorably":[163],"against":[164],"state-of-the-art":[166],"methods":[167],"its":[169],"performance":[170],"well":[172]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
