{"id":"https://openalex.org/W4411019709","doi":"https://doi.org/10.1109/access.2025.3576646","title":"Optimized Image Dehazing Using Dark Channel Prior With Minimum Fusion and Improved Atmospheric Light Handling","display_name":"Optimized Image Dehazing Using Dark Channel Prior With Minimum Fusion and Improved Atmospheric Light Handling","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411019709","doi":"https://doi.org/10.1109/access.2025.3576646"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3576646","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3576646","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3576646","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029435034","display_name":"Ahmad Hussain","orcid":"https://orcid.org/0000-0001-6207-9437"},"institutions":[{"id":"https://openalex.org/I192891849","display_name":"University of Wah","ror":"https://ror.org/020we4134","country_code":"PK","type":"education","lineage":["https://openalex.org/I192891849"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Ahmad Hussain","raw_affiliation_strings":["Department of Computer Science, University of Wah, Wah, Pakistan","Department of Computer Science, University of Wah, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Wah, Wah, Pakistan","institution_ids":["https://openalex.org/I192891849"]},{"raw_affiliation_string":"Department of Computer Science, University of Wah, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I192891849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018921520","display_name":"Mansoor Iqbal","orcid":null},"institutions":[{"id":"https://openalex.org/I192891849","display_name":"University of Wah","ror":"https://ror.org/020we4134","country_code":"PK","type":"education","lineage":["https://openalex.org/I192891849"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mansoor Iqbal","raw_affiliation_strings":["Department of Computer Science, University of Wah, Wah, Pakistan","Department of Computer Science, University of Wah, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Wah, Wah, Pakistan","institution_ids":["https://openalex.org/I192891849"]},{"raw_affiliation_string":"Department of Computer Science, University of Wah, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I192891849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061765479","display_name":"Sheraz Aslam","orcid":"https://orcid.org/0000-0003-4305-0908"},"institutions":[{"id":"https://openalex.org/I4210167238","display_name":"Ctl Eurocollege","ror":"https://ror.org/04z4n1a35","country_code":"CY","type":"education","lineage":["https://openalex.org/I4210167238"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Sheraz Aslam","raw_affiliation_strings":["Department of Computer Science, CTL Eurocollege, Limassol, Cyprus","Department of Computer Science, CTL eurocollege, Limassol, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, CTL Eurocollege, Limassol, Cyprus","institution_ids":["https://openalex.org/I4210167238"]},{"raw_affiliation_string":"Department of Computer Science, CTL eurocollege, Limassol, Cyprus","institution_ids":["https://openalex.org/I4210167238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038683166","display_name":"Saad Alahmari","orcid":"https://orcid.org/0000-0001-9179-8326"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saad Alahmari","raw_affiliation_strings":["Department of Computer Science, Applied College, Northern Border University, Arar, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Applied College, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051303367","display_name":"Abdulwahab Alkharashi","orcid":null},"institutions":[{"id":"https://openalex.org/I120238654","display_name":"Saudi Electronic University","ror":"https://ror.org/05ndh7v49","country_code":"SA","type":"education","lineage":["https://openalex.org/I120238654"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdulwahab Alkharashi","raw_affiliation_strings":["Department of Computer Science, College of Computing and Informatics, Saudi Electronic University, Riyadh, Saudi Arabia","Department of Computer Science, College of Computing and Informatics, Saudi Electronic University, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computing and Informatics, Saudi Electronic University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]},{"raw_affiliation_string":"Department of Computer Science, College of Computing and Informatics, Saudi Electronic University, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029435034"],"corresponding_institution_ids":["https://openalex.org/I192891849"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2512,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80085832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"100720","last_page":"100730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9869999885559082,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9508000016212463,"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/fusion","display_name":"Fusion","score":0.5792878866195679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5632599592208862},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5581952929496765},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5020978450775146},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45546281337738037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42364639043807983},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.42160508036613464},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3528894782066345},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15806442499160767},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.07570838928222656},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0594879686832428}],"concepts":[{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5792878866195679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5632599592208862},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5581952929496765},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5020978450775146},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45546281337738037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42364639043807983},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.42160508036613464},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3528894782066345},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15806442499160767},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.07570838928222656},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0594879686832428},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3576646","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3576646","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cf8630b029c54e7c92aafc731cb328b9","is_oa":true,"landing_page_url":"https://doaj.org/article/cf8630b029c54e7c92aafc731cb328b9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 100720-100730 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3576646","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3576646","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1539193458","https://openalex.org/W1990613440","https://openalex.org/W2086350410","https://openalex.org/W2128254161","https://openalex.org/W2147318913","https://openalex.org/W2782796222","https://openalex.org/W2785862905","https://openalex.org/W2787013428","https://openalex.org/W2884421382","https://openalex.org/W2948606054","https://openalex.org/W2963306157","https://openalex.org/W2996367318","https://openalex.org/W2998249728","https://openalex.org/W3011062333","https://openalex.org/W3022662467","https://openalex.org/W3097639209","https://openalex.org/W3134503197","https://openalex.org/W3190868014","https://openalex.org/W4206931670","https://openalex.org/W4211011341","https://openalex.org/W4281787931","https://openalex.org/W4288077480","https://openalex.org/W4294069273","https://openalex.org/W4297792614","https://openalex.org/W4310644579","https://openalex.org/W4310880121","https://openalex.org/W4312788317","https://openalex.org/W4318428673","https://openalex.org/W4382395536","https://openalex.org/W4386994189","https://openalex.org/W4402313832"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272","https://openalex.org/W1989561795"],"abstract_inverted_index":{"Haze-induced":[0],"image":[1,30,211],"degradation":[2],"in":[3,60,202,213],"outdoor":[4,203],"scenes,":[5],"caused":[6],"by":[7,32],"atmospheric":[8,66],"scattering":[9],"and":[10,22,41,105,128,136,152,165,173,182,209],"absorption,":[11],"poses":[12],"significant":[13],"challenges":[14],"for":[15,94,185,199],"applications":[16],"such":[17,160],"as":[18,161,195],"surveillance,":[19],"autonomous":[20],"navigation,":[21],"remote":[23],"sensing.":[24],"This":[25],"research":[26],"focuses":[27],"on":[28,113],"improving":[29],"dehazing":[31,79,187],"enhancing":[33],"two":[34],"key":[35],"components:":[36],"Dark":[37],"Channel":[38],"Prior":[39],"(DCP)":[40],"Atmospheric":[42],"Light":[43],"Estimation":[44],"(ALE).":[45],"DCP":[46],"exploits":[47],"the":[48,90,114,119,137,141,192],"statistical":[49],"property":[50],"that":[51],"haze-free":[52],"regions":[53],"exhibit":[54],"low":[55],"minimum":[56,91],"intensity":[57,92],"values,":[58],"aiding":[59],"accurate":[61,210],"haze":[62,74],"detection.":[63],"ALE":[64],"estimates":[65],"light":[67],"from":[68,118],"distant,":[69],"less-scattered":[70],"sources,":[71],"ensuring":[72],"precise":[73],"removal.":[75],"To":[76],"further":[77],"enhance":[78],"performance,":[80],"this":[81],"study":[82],"introduces":[83],"a":[84,147,179,196],"Minimum":[85,138],"Fusion":[86,139],"Technique,":[87,140],"which":[88],"selects":[89],"value":[93],"each":[95],"pixel":[96],"across":[97],"multiple":[98],"dehazed":[99],"outputs,":[100],"effectively":[101],"preserving":[102],"fine":[103],"details":[104],"reducing":[106],"artifacts.":[107],"The":[108],"proposed":[109,193],"method":[110,194],"is":[111],"evaluated":[112],"SOTS":[115],"Outdoor":[116],"dataset":[117],"RESIDE":[120],"benchmark,":[121],"comprising":[122],"500":[123],"pairs":[124],"of":[125,149,155],"real-world":[126,186],"hazy":[127],"clear":[129],"images.":[130],"By":[131],"integrating":[132],"optimized":[133],"DCP,":[134,163],"ALE,":[135],"approach":[142,198],"achieves":[143],"superior":[144],"performance":[145],"with":[146],"PSNR":[148],"35.45":[150],"dB":[151],"an":[153],"SSIM":[154],"0.97,":[156],"outperforming":[157],"existing":[158],"methods":[159],"Scene-Specific":[162],"TON,":[164],"FFA_NET.":[166],"Additionally,":[167],"it":[168,178],"demonstrates":[169],"reduced":[170],"execution":[171],"time":[172],"enhanced":[174],"visual":[175],"quality,":[176],"making":[177],"more":[180,207],"efficient":[181],"reliable":[183],"solution":[184],"applications.":[188],"These":[189],"improvements":[190],"establish":[191],"state-of-the-art":[197],"restoring":[200],"clarity":[201],"images,":[204],"contributing":[205],"to":[206],"effective":[208],"reconstruction":[212],"challenging":[214],"environments.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
