{"id":"https://openalex.org/W4391305878","doi":"https://doi.org/10.1109/tgrs.2024.3359217","title":"Dehazing Network: Asymmetric Unet Based on Physical Model","display_name":"Dehazing Network: Asymmetric Unet Based on Physical Model","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391305878","doi":"https://doi.org/10.1109/tgrs.2024.3359217"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3359217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3359217","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5102934887","display_name":"Yang Du","orcid":"https://orcid.org/0000-0003-0395-0901"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Du","raw_affiliation_strings":["College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361628","display_name":"Jun Li","orcid":"https://orcid.org/0000-0001-6011-9298"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086098426","display_name":"Qinghong Sheng","orcid":"https://orcid.org/0000-0002-7913-2625"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghong Sheng","raw_affiliation_strings":["College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068383472","display_name":"Yuxin Zhu","orcid":"https://orcid.org/0009-0001-4153-1663"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Zhu","raw_affiliation_strings":["College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031296460","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0003-4350-8974"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011629374","display_name":"Xiao Ling","orcid":"https://orcid.org/0000-0001-5890-0691"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Ling","raw_affiliation_strings":["College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102934887"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":5.8797,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97084641,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6562010049819946},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.42130720615386963},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2023506760597229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6562010049819946},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.42130720615386963},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2023506760597229}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3359217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3359217","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2375657414","display_name":null,"funder_award_id":"42301384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2882773441","display_name":null,"funder_award_id":"BK20220888","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G442625174","display_name":null,"funder_award_id":"42271448","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7626514643","display_name":null,"funder_award_id":"KLSMNR-K202205","funder_id":"https://openalex.org/F4320316090","funder_display_name":"Ministry of Natural Resources of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320316090","display_name":"Ministry of Natural Resources of the People's Republic of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W2003258089","https://openalex.org/W2028191110","https://openalex.org/W2031963559","https://openalex.org/W2062993267","https://openalex.org/W2110244969","https://openalex.org/W2123996346","https://openalex.org/W2128254161","https://openalex.org/W2130286023","https://openalex.org/W2256362396","https://openalex.org/W2519481857","https://openalex.org/W2576444478","https://openalex.org/W2606010747","https://openalex.org/W2754480022","https://openalex.org/W2765935119","https://openalex.org/W2779176852","https://openalex.org/W2807823288","https://openalex.org/W2809980286","https://openalex.org/W2883581904","https://openalex.org/W2884585870","https://openalex.org/W2890894871","https://openalex.org/W2892628644","https://openalex.org/W2894289548","https://openalex.org/W2963306157","https://openalex.org/W2963420686","https://openalex.org/W2963866045","https://openalex.org/W2963928582","https://openalex.org/W2981899103","https://openalex.org/W3015356084","https://openalex.org/W3034278302","https://openalex.org/W3034552520","https://openalex.org/W3041172212","https://openalex.org/W3041334470","https://openalex.org/W3046988439","https://openalex.org/W3088852543","https://openalex.org/W3112782334","https://openalex.org/W3120917255","https://openalex.org/W3124953441","https://openalex.org/W3133769291","https://openalex.org/W3162418282","https://openalex.org/W3174198042","https://openalex.org/W3177127346","https://openalex.org/W3190927651","https://openalex.org/W4226270412","https://openalex.org/W4294310997","https://openalex.org/W4309158361","https://openalex.org/W4312585227","https://openalex.org/W4312677615","https://openalex.org/W4321435343","https://openalex.org/W4322746835","https://openalex.org/W4377079849","https://openalex.org/W4380303497","https://openalex.org/W4385748513","https://openalex.org/W4385800876","https://openalex.org/W4386002570","https://openalex.org/W4386952237","https://openalex.org/W6743731764","https://openalex.org/W6783602928","https://openalex.org/W6849574363"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Optical":[0],"remote":[1,34,250],"sensing":[2,35,251],"has":[3],"emerged":[4],"as":[5],"a":[6,61,171],"crucial":[7],"technique":[8],"for":[9,44],"earth":[10],"observation.":[11],"However,":[12],"interference":[13],"of":[14,26,48,64,92,188,206,220,224,233],"clouds":[15],"and":[16,23,37,152,180,192,231,237,245,252],"fog":[17],"can":[18],"adversely":[19],"affect":[20],"the":[21,27,46,65,89,98,102,132,140,186,198,204,207,213,218,229],"spatial":[22],"spectral":[24],"information":[25,191],"images,":[28],"presenting":[29],"significant":[30],"challenges":[31],"in":[32,222],"interpreting":[33],"data":[36],"limiting":[38],"its":[39],"availability.":[40],"Moreover,":[41],"existing":[42],"methods":[43],"addressing":[45],"issue":[47],"cloud":[49],"occlusion":[50],"primarily":[51],"rely":[52],"on":[53,82,114,148,209,249,262],"either":[54],"physical":[55,93],"models":[56],"or":[57],"neural":[58],"networks,":[59],"lacking":[60],"comprehensive":[62],"integration":[63],"advantages":[66],"offered":[67],"by":[68,196],"both":[69],"approaches.":[70],"So,":[71],"we":[72,96,158,240],"propose":[73],"an":[74,83],"end-to-end":[75],"Asymmetric":[76],"Unet":[77,99],"(AU-Net)":[78],"dehazing":[79,142,235],"network":[80,208,236],"based":[81,113,147],"atmospheric":[84,105,133],"scattering":[85,134],"model,":[86],"which":[87],"realizes":[88],"joint":[90],"optimization":[91],"parameters.":[94],"Firstly,":[95],"utilize":[97],"to":[100,121,138],"estimate":[101,122],"relatively":[103],"constant":[104],"light":[106],"<italic":[107,127,144,149,153,160],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[108,128,145,150,154,161],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">A</i>":[109,151],".":[110,130,156],"Simultaneously,":[111],"AU-Net":[112,164,169],"dark":[115],"channel":[116,225],"prior":[117],"guidance":[118],"is":[119,136],"used":[120,137],"more":[123],"complex":[124],"transmission":[125],"map":[126],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">T</i>":[129,155],"Next,":[131],"model":[135],"deduce":[139],"rough":[141],"image":[143,254],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">J</i>":[146,162],"Finally,":[157],"refine":[159],"using":[163],"once":[165],"again.":[166],"More":[167],"specifically,":[168],"incorporates":[170],"plug-and-play":[172],"attention":[173,238],"module,":[174,239],"namely,":[175],"Self-Attention":[176],"with":[177],"Depth":[178],"(SAD)":[179],"Channel":[181],"Attention":[182],"(CA).":[183],"SAD":[184,221],"enhances":[185],"fusion":[187],"deep":[189],"semantic":[190],"shallow":[193],"detail":[194],"features":[195],"expanding":[197],"network\u2019s":[199],"depth,":[200],"thereby":[201],"effectively":[202],"alleviating":[203],"dependence":[205],"long-distance":[210],"information.":[211,226],"On":[212],"other":[214],"hand,":[215],"CA":[216],"addresses":[217],"limitations":[219],"terms":[223],"To":[227],"validate":[228],"effectiveness":[230],"applicability":[232],"proposed":[234],"have":[241],"achieved":[242],"state-of-the-art":[243],"performance":[244],"visually":[246],"appealing":[247],"results":[248],"natural":[253],"datasets.":[255],"The":[256],"code":[257],"will":[258],"be":[259],"made":[260],"public":[261],"https://github.com/Dudujia160918/Dehazing_Network_AU-Net.":[263]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
