{"id":"https://openalex.org/W3002273117","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965727","title":"Dual Discriminator Generative Adversarial Network for Single Image Super-Resolution","display_name":"Dual Discriminator Generative Adversarial Network for Single Image Super-Resolution","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3002273117","doi":"https://doi.org/10.1109/cisp-bmei48845.2019.8965727","mag":"3002273117"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei48845.2019.8965727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-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/A5045396204","display_name":"Piaoyi Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Piaoyi Yuan","raw_affiliation_strings":["Yunnan Normal University,Kunming,China,650500","Yunnan Normal University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Yunnan Normal University,Kunming,China,650500","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100366785","display_name":"Yaping Zhang","orcid":"https://orcid.org/0009-0009-9295-1367"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Zhang","raw_affiliation_strings":["Yunnan Normal University,Kunming,China,650500","Yunnan Normal University, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Yunnan Normal University,Kunming,China,650500","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045396204"],"corresponding_institution_ids":["https://openalex.org/I120825670"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16961904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9933000206947327,"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":0.989300012588501,"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/discriminator","display_name":"Discriminator","score":0.9555007219314575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7436448335647583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6372861266136169},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.6202970743179321},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5154114961624146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47651803493499756},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4699461758136749},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46787071228027344},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4345845580101013},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4320659637451172},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.42792007327079773},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4206770062446594},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4105411767959595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16376519203186035}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.9555007219314575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7436448335647583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6372861266136169},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.6202970743179321},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5154114961624146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47651803493499756},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4699461758136749},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46787071228027344},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4345845580101013},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4320659637451172},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.42792007327079773},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4206770062446594},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4105411767959595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16376519203186035},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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:10.1109/cisp-bmei48845.2019.8965727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei48845.2019.8965727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1885185971","https://openalex.org/W1973207880","https://openalex.org/W2099471712","https://openalex.org/W2101750273","https://openalex.org/W2121927366","https://openalex.org/W2133665775","https://openalex.org/W2242218935","https://openalex.org/W2476548250","https://openalex.org/W2562637781","https://openalex.org/W2580080206","https://openalex.org/W2605135824","https://openalex.org/W2607770697","https://openalex.org/W2735224642","https://openalex.org/W2743529218","https://openalex.org/W2747898905","https://openalex.org/W2750699642","https://openalex.org/W2780544323","https://openalex.org/W2780978202","https://openalex.org/W2785678896","https://openalex.org/W2797067719","https://openalex.org/W2798365772","https://openalex.org/W2891158090","https://openalex.org/W2892111734","https://openalex.org/W2899248093","https://openalex.org/W2952773607","https://openalex.org/W2962903125","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2963836885","https://openalex.org/W2964125708","https://openalex.org/W4294596616","https://openalex.org/W4295521014","https://openalex.org/W4300595868"],"related_works":["https://openalex.org/W3217069185","https://openalex.org/W4308928038","https://openalex.org/W3049340819","https://openalex.org/W4200430540","https://openalex.org/W3141413246","https://openalex.org/W4322709305","https://openalex.org/W2808862658","https://openalex.org/W4391899165","https://openalex.org/W3010213975","https://openalex.org/W2967552310"],"abstract_inverted_index":{"Single":[0],"image":[1,9,41],"super-resolution(SISR)":[2],"is":[3,84],"to":[4,36,59,65,128],"reconstruct":[5],"a":[6,11,30,61],"high":[7],"resolution(HR)":[8],"from":[10],"single":[12],"low":[13],"resolution(LR)":[14],"image.":[15],"In":[16],"this":[17],"paper,":[18],"with":[19,55],"generative":[20],"adversarial":[21],"networks(GAN)":[22],"model":[23,96,106],"as":[24],"the":[25,38,53,67,73,81,94,98,103,110,115,120,125,130,143],"basic":[26],"component,":[27],"we":[28,51],"build":[29,109,129],"dual":[31],"discriminator":[32,47],"super-resolution":[33,42],"reconstruction":[34,99],"network(DDSRRN)":[35],"improve":[37,102],"quality":[39],"of":[40,77,93,105,124],"reconstruction.":[43],"By":[44],"adding":[45],"another":[46],"based":[48],"on":[49],"GAN,":[50],"combine":[52],"Kullback-Leibler(KL)":[54],"reverse":[56],"KL":[57],"divergence":[58],"make":[60],"unified":[62],"objective":[63,162],"function":[64,113,133],"train":[66],"two":[68,79,126],"discriminators,":[69],"and":[70,101,118,134,149,155,161],"by":[71],"using":[72,114],"complementary":[74],"statistical":[75],"characteristics":[76],"these":[78],"divergences,":[80],"prediction":[82],"density":[83],"effectively":[85],"dispersed":[86],"in":[87,152],"multi-mode,":[88],"which":[89],"can":[90],"avoid":[91],"collapse":[92],"network":[95],"during":[97],"process":[100],"stability":[104],"training.":[107],"We":[108],"content":[111],"loss":[112,117,132,136],"Charbonnier":[116],"use":[119],"intermediate":[121],"features":[122],"information":[123],"discriminators":[127],"perceptual":[131],"style":[135],"function.":[137],"The":[138],"experimental":[139],"results":[140],"show":[141],"that":[142],"proposed":[144],"method":[145],"has":[146],"sharp":[147],"edges":[148],"rich":[150],"details":[151],"subjective":[153,158],"vision,":[154],"obtains":[156],"better":[157],"visual":[159],"evaluation":[160],"quantitative":[163],"evaluation.":[164]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}