{"id":"https://openalex.org/W4378528948","doi":"https://doi.org/10.3390/e25060856","title":"Enhanced CycleGAN Network with Adaptive Dark Channel Prior for Unpaired Single-Image Dehazing","display_name":"Enhanced CycleGAN Network with Adaptive Dark Channel Prior for Unpaired Single-Image Dehazing","publication_year":2023,"publication_date":"2023-05-26","ids":{"openalex":"https://openalex.org/W4378528948","doi":"https://doi.org/10.3390/e25060856","pmid":"https://pubmed.ncbi.nlm.nih.gov/37372201"},"language":"en","primary_location":{"id":"doi:10.3390/e25060856","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25060856","pdf_url":"https://www.mdpi.com/1099-4300/25/6/856/pdf?version=1685112976","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/25/6/856/pdf?version=1685112976","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101983753","display_name":"Yijun Xu","orcid":"https://orcid.org/0009-0006-3652-4879"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijun Xu","raw_affiliation_strings":["Westa College, Southwest University, Chongqing 400715, China"],"raw_orcid":"https://orcid.org/0009-0006-3652-4879","affiliations":[{"raw_affiliation_string":"Westa College, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007387652","display_name":"Hanzhi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanzhi Zhang","raw_affiliation_strings":["College of Electronic and Information Engineering, Southwest University, Chongqing 400715, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075129703","display_name":"Fuliang He","orcid":"https://orcid.org/0000-0003-4495-5063"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuliang He","raw_affiliation_strings":["Chongqing Key Laboratory of Nolinear Circuits and Intelligent Information Processing, Southwest University, Chongqing 400715, China","College of Electronic and Information Engineering, Southwest University, Chongqing 400715, China"],"raw_orcid":"https://orcid.org/0000-0003-4495-5063","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Nolinear Circuits and Intelligent Information Processing, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054419457","display_name":"Jiachi Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiachi Guo","raw_affiliation_strings":["Westa College, Southwest University, Chongqing 400715, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westa College, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102897398","display_name":"Zichen Wang","orcid":"https://orcid.org/0009-0005-9109-5440"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zichen Wang","raw_affiliation_strings":["Westa College, Southwest University, Chongqing 400715, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westa College, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075129703"],"corresponding_institution_ids":["https://openalex.org/I142108993"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.7816,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68437551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"6","first_page":"856","last_page":"856"},"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":0.9962999820709229,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/computer-science","display_name":"Computer science","score":0.7834558486938477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6358312368392944},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5779145956039429},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5587194561958313},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5431285500526428},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.489065021276474},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48874974250793457},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45237717032432556},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38860172033309937},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06599858403205872}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834558486938477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6358312368392944},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5779145956039429},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5587194561958313},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5431285500526428},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.489065021276474},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48874974250793457},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45237717032432556},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38860172033309937},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06599858403205872},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e25060856","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25060856","pdf_url":"https://www.mdpi.com/1099-4300/25/6/856/pdf?version=1685112976","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:37372201","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37372201","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10297188","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10297188","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10297188/pdf/entropy-25-00856.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:71b63c802efc4422a2bb92a790b0ff34","is_oa":true,"landing_page_url":"https://doaj.org/article/71b63c802efc4422a2bb92a790b0ff34","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 25, Iss 6, p 856 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/25/6/856/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e25060856","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Entropy; Volume 25; Issue 6; Pages: 856","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e25060856","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e25060856","pdf_url":"https://www.mdpi.com/1099-4300/25/6/856/pdf?version=1685112976","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G365751099","display_name":null,"funder_award_id":"cx2019133","funder_id":"https://openalex.org/F4320327835","funder_display_name":"Venture and Innovation Support Program for Chongqing Overseas Returnees"}],"funders":[{"id":"https://openalex.org/F4320327835","display_name":"Venture and Innovation Support Program for Chongqing Overseas Returnees","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378528948.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1990592195","https://openalex.org/W2028763589","https://openalex.org/W2028990532","https://openalex.org/W2033439196","https://openalex.org/W2102166818","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2150721269","https://openalex.org/W2156936307","https://openalex.org/W2256362396","https://openalex.org/W2467473805","https://openalex.org/W2576444478","https://openalex.org/W2582488595","https://openalex.org/W2771988559","https://openalex.org/W2779176852","https://openalex.org/W2792830341","https://openalex.org/W2798876216","https://openalex.org/W2943899226","https://openalex.org/W2948606054","https://openalex.org/W2962782447","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963074253","https://openalex.org/W2963152299","https://openalex.org/W2963306157","https://openalex.org/W2963928582","https://openalex.org/W2966858528","https://openalex.org/W2968878340","https://openalex.org/W2998249728","https://openalex.org/W3011919688","https://openalex.org/W3016545720","https://openalex.org/W3023630091","https://openalex.org/W3042498204","https://openalex.org/W3047824668","https://openalex.org/W3066471605","https://openalex.org/W3133769291","https://openalex.org/W3177890994","https://openalex.org/W4205528160","https://openalex.org/W4226078259","https://openalex.org/W4232616525","https://openalex.org/W4312272867","https://openalex.org/W4312625691","https://openalex.org/W4312832682","https://openalex.org/W4361802848","https://openalex.org/W6647720530"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2005437358","https://openalex.org/W1669643531","https://openalex.org/W2008656436","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W2110230079","https://openalex.org/W1982826852","https://openalex.org/W2613186388","https://openalex.org/W1967061043"],"abstract_inverted_index":{"Unpaired":[0],"single-image":[1,33,79],"dehazing":[2,34],"has":[3],"become":[4],"a":[5,66,82,162,177],"challenging":[6],"research":[7],"hotspot":[8],"due":[9],"to":[10,89,99,122,140],"its":[11],"wide":[12],"application":[13],"in":[14,32,193],"modern":[15],"transportation,":[16],"remote":[17],"sensing,":[18],"and":[19,56,104,116,161,170,176,198],"intelligent":[20],"surveillance,":[21],"among":[22],"other":[23],"applications.":[24],"Recently,":[25],"CycleGAN-based":[26],"approaches":[27],"have":[28],"been":[29],"popularly":[30],"adopted":[31],"as":[35,51],"the":[36,57,91,94,102,108,124,129,133,167,182],"foundations":[37],"of":[38,59,93,159,164,174,179],"unpaired":[39,78],"unsupervised":[40],"training.":[41],"However,":[42],"there":[43],"are":[44,137,148],"still":[45],"deficiencies":[46],"with":[47,71],"these":[48],"approaches,":[49],"such":[50],"obvious":[52],"artificial":[53],"recovery":[54],"traces":[55],"distortion":[58],"image":[60],"processing":[61],"results.":[62],"This":[63],"paper":[64],"proposes":[65],"novel":[67],"enhanced":[68,143],"CycleGAN":[69,144],"network":[70],"an":[72,142,157,172],"adaptive":[73],"dark":[74,95],"channel":[75,96],"prior":[76,97],"for":[77],"dehazing.":[80],"First,":[81],"Wave-Vit":[83],"semantic":[84],"segmentation":[85],"model":[86,155,187],"is":[87,120],"utilized":[88,121],"achieve":[90],"adaption":[92],"(DCP)":[98],"accurately":[100],"recover":[101],"transmittance":[103],"atmospheric":[105,130],"light.":[106],"Then,":[107],"scattering":[109,131],"coefficient":[110],"derived":[111],"from":[112],"both":[113,194],"physical":[114],"calculations":[115],"random":[117],"sampling":[118],"means":[119],"optimize":[123],"rehazing":[125],"process.":[126],"Bridged":[127],"by":[128],"model,":[132],"dehazing/rehazing":[134],"cycle":[135],"branches":[136],"successfully":[138],"combined":[139],"form":[141],"framework.":[145],"Finally,":[146],"experiments":[147],"conducted":[149],"on":[150,166,181],"reference/no-reference":[151],"datasets.":[152],"The":[153,185],"proposed":[154,186],"achieved":[156],"SSIM":[158,173],"94.9%":[160],"PSNR":[163,178],"26.95":[165],"SOTS-outdoor":[168],"dataset":[169],"obtained":[171],"84.71%":[175],"22.72":[180],"O-HAZE":[183],"dataset.":[184],"significantly":[188],"outperforms":[189],"typical":[190],"existing":[191],"algorithms":[192],"objective":[195],"quantitative":[196],"evaluation":[197],"subjective":[199],"visual":[200],"effect.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
