{"id":"https://openalex.org/W4213091815","doi":"https://doi.org/10.1007/s00530-021-00852-z","title":"Unsupervised single image dehazing with generative adversarial network","display_name":"Unsupervised single image dehazing with generative adversarial network","publication_year":2022,"publication_date":"2022-02-17","ids":{"openalex":"https://openalex.org/W4213091815","doi":"https://doi.org/10.1007/s00530-021-00852-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-021-00852-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-021-00852-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-021-00852-z.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00530-021-00852-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101709078","display_name":"Wei Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Ren","raw_affiliation_strings":["Institute of Microelectronics, Chinese Academy of Sciences, Beijing, China","University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3579-8812","affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742875","display_name":"Li Zhou","orcid":"https://orcid.org/0000-0002-9867-9626"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhou","raw_affiliation_strings":["Institute of Microelectronics, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100782730","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0001-8419-4620"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Chen","raw_affiliation_strings":["Institute of Microelectronics, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100782730","https://openalex.org/A5101709078"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392","https://openalex.org/I4210165038"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":{"value":3090,"currency":"USD","value_usd":3090},"fwci":1.6256,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.84014973,"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":"2923","last_page":"2933"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980000257492065,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9980000257492065,"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":0.9546562433242798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8456658124923706},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.8217880725860596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6469225883483887},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6410608291625977},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6200816631317139},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5851914286613464},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4876331388950348},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.4792071282863617},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.45064857602119446},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4184669256210327},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3999604284763336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39106547832489014},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29356467723846436}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.9546562433242798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8456658124923706},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.8217880725860596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6469225883483887},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6410608291625977},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6200816631317139},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5851914286613464},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4876331388950348},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.4792071282863617},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.45064857602119446},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4184669256210327},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3999604284763336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39106547832489014},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29356467723846436},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-021-00852-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-021-00852-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-021-00852-z.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00530-021-00852-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00530-021-00852-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00530-021-00852-z.pdf","source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213091815.pdf","grobid_xml":"https://content.openalex.org/works/W4213091815.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1494869093","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2133665775","https://openalex.org/W2147318913","https://openalex.org/W2156936307","https://openalex.org/W2193145675","https://openalex.org/W2256362396","https://openalex.org/W2331128040","https://openalex.org/W2467473805","https://openalex.org/W2508647300","https://openalex.org/W2519481857","https://openalex.org/W2536722097","https://openalex.org/W2593414223","https://openalex.org/W2738588019","https://openalex.org/W2779176852","https://openalex.org/W2788682721","https://openalex.org/W2798876216","https://openalex.org/W2948606054","https://openalex.org/W2962793481","https://openalex.org/W2963037989","https://openalex.org/W2963073614","https://openalex.org/W2963074253","https://openalex.org/W2963566548","https://openalex.org/W2964095005","https://openalex.org/W2964119864","https://openalex.org/W2982247743","https://openalex.org/W2985194834","https://openalex.org/W3001576889","https://openalex.org/W3033696290","https://openalex.org/W3094074252","https://openalex.org/W3105901005","https://openalex.org/W3106250896","https://openalex.org/W3184853743","https://openalex.org/W3187034021","https://openalex.org/W3205591618","https://openalex.org/W4320013936","https://openalex.org/W6600281463","https://openalex.org/W6750330310","https://openalex.org/W6772348372"],"related_works":["https://openalex.org/W4289106901","https://openalex.org/W2951387371","https://openalex.org/W3217069185","https://openalex.org/W3049340819","https://openalex.org/W4308928038","https://openalex.org/W4200430540","https://openalex.org/W3141413246","https://openalex.org/W2808862658","https://openalex.org/W4322709305","https://openalex.org/W3002487853"],"abstract_inverted_index":{"Abstract":[0],"Most":[1],"recent":[2],"learning":[3],"algorithms":[4],"for":[5],"single":[6],"image":[7],"dehazing":[8,42],"are":[9,33],"designed":[10],"to":[11,29,35,47,108],"train":[12],"with":[13,62],"paired":[14,25],"hazy":[15,66],"and":[16,60,65,75,93],"corresponding":[17],"ground":[18],"truth":[19],"images,":[20,67],"typically":[21],"synthesized":[22],"images.":[23],"Real":[24],"datasets":[26],"can":[27],"help":[28],"improve":[30],"performance,":[31],"but":[32],"tough":[34],"acquire.":[36],"This":[37],"paper":[38],"proposes":[39],"an":[40],"unsupervised":[41,131],"algorithm":[43],"based":[44,54,103],"on":[45,55,115],"GAN":[46,56],"alleviate":[48],"this":[49],"issue.":[50],"An":[51],"end-to-end":[52],"network":[53,82],"architecture":[57],"is":[58,77,106],"established":[59],"fed":[61],"unpaired":[63],"clean":[64],"signifying":[68],"that":[69],"the":[70,121,124],"estimation":[71],"of":[72,84,123],"atmospheric":[73],"light":[74],"transmission":[76],"not":[78],"required.":[79],"The":[80],"proposed":[81,125],"consists":[83],"three":[85],"parts:":[86],"a":[87,89,94,99,134],"generator,":[88],"global":[90],"test":[91],"discriminator,":[92],"local":[95],"context":[96],"discriminator.":[97],"Moreover,":[98],"dark":[100],"channel":[101],"prior":[102],"attention":[104],"mechanism":[105],"applied":[107],"handle":[109],"inconsistency":[110],"haze.":[111],"We":[112],"conduct":[113],"experiments":[114,119],"RESIDE":[116],"datasets.":[117],"Extensive":[118],"demonstrated":[120],"effectiveness":[122],"approach":[126],"which":[127],"outperformed":[128],"previous":[129],"state-of-the-art":[130],"methods":[132],"by":[133],"large":[135],"margin.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
