{"id":"https://openalex.org/W4392904262","doi":"https://doi.org/10.1109/icassp48485.2024.10446013","title":"DEGAN: Discrimination Enhanced GAN for Perceptual-Oriented Super-Resolution","display_name":"DEGAN: Discrimination Enhanced GAN for Perceptual-Oriented Super-Resolution","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904262","doi":"https://doi.org/10.1109/icassp48485.2024.10446013"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5101864777","display_name":"Xiaoyu Jin","orcid":"https://orcid.org/0000-0002-1323-3888"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyu Jin","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School","Shenzhen International Graduate School, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103277094","display_name":"Wenqi Huang","orcid":"https://orcid.org/0000-0002-4829-3223"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqi Huang","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112220466","display_name":"Lingyu Liang","orcid":"https://orcid.org/0009-0000-4003-9688"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyu Liang","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101427266","display_name":"Yang Wu","orcid":"https://orcid.org/0000-0003-0692-9462"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wu","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088990560","display_name":"Qunsheng Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qunsheng Zeng","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113046150","display_name":"Ruiye Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiye Zhou","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024455444","display_name":"Zhuojun Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuojun Cai","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015609591","display_name":"Jianing Shang","orcid":"https://orcid.org/0009-0002-5855-4316"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Shang","raw_affiliation_strings":["China Southern Power Grid,Digital Grid Research Institute","Digital Grid Research Institute, China Southern Power Grid"],"affiliations":[{"raw_affiliation_string":"China Southern Power Grid,Digital Grid Research Institute","institution_ids":["https://openalex.org/I74872605"]},{"raw_affiliation_string":"Digital Grid Research Institute, China Southern Power Grid","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026184280","display_name":"Wenming Yang","orcid":"https://orcid.org/0000-0002-2506-1286"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Yang","raw_affiliation_strings":["Tsinghua University,Shenzhen International Graduate School","Shenzhen International Graduate School, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Shenzhen International Graduate School","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101864777"],"corresponding_institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.265,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47001158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4125","last_page":"4129"},"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":0.9954000115394592,"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":0.9945999979972839,"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/discriminator","display_name":"Discriminator","score":0.9548286199569702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8332709074020386},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6940100789070129},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6594995856285095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5424083471298218},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5064646005630493},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5059067606925964},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48945796489715576},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4407663643360138},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4170824885368347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.372222363948822},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10845091938972473}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.9548286199569702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8332709074020386},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6940100789070129},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6594995856285095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5424083471298218},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5064646005630493},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5059067606925964},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48945796489715576},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4407663643360138},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4170824885368347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.372222363948822},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10845091938972473},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446013","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6100000143051147}],"awards":[],"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":21,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2785678896","https://openalex.org/W2810518847","https://openalex.org/W2888285221","https://openalex.org/W2950689937","https://openalex.org/W2952773607","https://openalex.org/W2962785568","https://openalex.org/W2963037581","https://openalex.org/W2963470893","https://openalex.org/W2963814095","https://openalex.org/W2983339877","https://openalex.org/W2985368596","https://openalex.org/W3035557850","https://openalex.org/W3035687950","https://openalex.org/W3147328569","https://openalex.org/W4223483730","https://openalex.org/W4320013936","https://openalex.org/W4386076141","https://openalex.org/W6637373629","https://openalex.org/W6748582592","https://openalex.org/W6754089586"],"related_works":["https://openalex.org/W2995777218","https://openalex.org/W4293320219","https://openalex.org/W2953246223","https://openalex.org/W4283584549","https://openalex.org/W2554314924","https://openalex.org/W4288256692","https://openalex.org/W2998859928","https://openalex.org/W3156863413","https://openalex.org/W4381885966","https://openalex.org/W2969399009"],"abstract_inverted_index":{"Recent":[0],"years,":[1],"generative":[2],"adversarial":[3],"networks":[4],"(GANs)":[5],"have":[6,42],"gained":[7],"significant":[8],"prominence":[9],"in":[10,36],"single":[11],"image":[12],"super-resolution":[13],"(SISR)":[14],"tasks.":[15],"This":[16],"can":[17],"mainly":[18,47],"be":[19],"attributed":[20],"to":[21,25,91],"their":[22],"exceptional":[23],"ability":[24],"generate":[26],"intricate":[27],"details.":[28],"However,":[29],"the":[30,37,51,60,77,81,93,103,120,141],"instability":[31],"and":[32,53,79,99,118,131],"lack":[33],"of":[34,63,102,122,143],"realism":[35],"details":[38],"generated":[39],"by":[40,75],"GANs":[41],"been":[43],"challenges.":[44],"Existing":[45],"methods":[46,136],"concentrate":[48],"on":[49,137],"improving":[50,76],"generator":[52],"designing":[54],"complex":[55],"loss":[56],"functions,":[57],"often":[58],"overlooking":[59],"important":[61],"role":[62],"discrimination.":[64,123],"To":[65],"this":[66],"end,":[67],"we":[68,107],"propose":[69],"our":[70,144],"discrimination":[71,82],"enhanced":[72],"GAN":[73],"(DEGAN)":[74],"discriminator":[78],"simplify":[80],"task.":[83],"We":[84],"introduce":[85,108],"an":[86],"efficient":[87],"wide":[88],"activation":[89],"UNet":[90],"enhance":[92],"discriminator,":[94],"enabling":[95],"a":[96,109],"more":[97,115],"comprehensive":[98],"nuanced":[100],"analysis":[101],"input":[104],"image.":[105],"Additionally,":[106],"texture":[110],"aware":[111],"mask":[112],"that":[113],"provides":[114],"precise":[116],"guidance":[117],"alleviates":[119],"difficulty":[121],"Our":[124],"DEGAN":[125],"is":[126],"simple":[127],"yet":[128],"effective.":[129],"Quantitative":[130],"visual":[132],"comparisons":[133],"with":[134],"state-of-the-art":[135],"benchmark":[138],"datasets":[139],"demonstrate":[140],"superiority":[142],"method.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}