{"id":"https:\/\/openalex.org\/W4400877979","doi":"https:\/\/doi.org\/10.1109\/tgrs.2024.3431556","title":"Cloud-Guided Fusion With SAR-to-Optical Translation for Thick Cloud Removal","display_name":"Cloud-Guided Fusion With SAR-to-Optical Translation for Thick Cloud Removal","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https:\/\/openalex.org\/W4400877979","doi":"https:\/\/doi.org\/10.1109\/tgrs.2024.3431556"},"language":"en","primary_location":{"id":"doi:10.1109\/tgrs.2024.3431556","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1109\/tgrs.2024.3431556","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\/A5101237563","display_name":"Xuanyu Xiang","orcid":"https:\/\/orcid.org\/0009-0004-4613-3543"},"institutions":[{"id":"https:\/\/openalex.org\/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https:\/\/ror.org\/00p991c53","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuanyu Xiang","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https:\/\/orcid.org\/0009-0004-4613-3543","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https:\/\/openalex.org\/I47720641"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5086504815","display_name":"Yihua Tan","orcid":"https:\/\/orcid.org\/0000-0003-0963-5339"},"institutions":[{"id":"https:\/\/openalex.org\/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https:\/\/ror.org\/00p991c53","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihua Tan","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https:\/\/orcid.org\/0000-0003-0963-5339","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https:\/\/openalex.org\/I47720641"]}]},{"author_position":"last","author":{"id":"https:\/\/openalex.org\/A5033608698","display_name":"Longfei Yan","orcid":"https:\/\/orcid.org\/0009-0003-0532-6288"},"institutions":[{"id":"https:\/\/openalex.org\/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https:\/\/ror.org\/00p991c53","country_code":"CN","type":"education","lineage":["https:\/\/openalex.org\/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longfei Yan","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https:\/\/orcid.org\/0009-0003-0532-6288","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https:\/\/openalex.org\/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https:\/\/openalex.org\/A5101237563"],"corresponding_institution_ids":["https:\/\/openalex.org\/I47720641"],"apc_list":null,"apc_paid":null,"fwci":8.2868,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9789644,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https:\/\/openalex.org\/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.8910999894142151,"subfield":{"id":"https:\/\/openalex.org\/subfields\/3105","display_name":"Instrumentation"},"field":{"id":"https:\/\/openalex.org\/fields\/31","display_name":"Physics and Astronomy"},"domain":{"id":"https:\/\/openalex.org\/domains\/3","display_name":"Physical Sciences"}},"topics":[{"id":"https:\/\/openalex.org\/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.8910999894142151,"subfield":{"id":"https:\/\/openalex.org\/subfields\/3105","display_name":"Instrumentation"},"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\/cloud-computing","display_name":"Cloud computing","score":0.7859796285629272},{"id":"https:\/\/openalex.org\/keywords\/fusion","display_name":"Fusion","score":0.5272024273872375},{"id":"https:\/\/openalex.org\/keywords\/translation","display_name":"Translation (biology)","score":0.5244536399841309},{"id":"https:\/\/openalex.org\/keywords\/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4847121238708496},{"id":"https:\/\/openalex.org\/keywords\/remote-sensing","display_name":"Remote sensing","score":0.42847511172294617},{"id":"https:\/\/openalex.org\/keywords\/computer-science","display_name":"Computer science","score":0.4036600589752197},{"id":"https:\/\/openalex.org\/keywords\/geology","display_name":"Geology","score":0.26154637336730957},{"id":"https:\/\/openalex.org\/keywords\/chemistry","display_name":"Chemistry","score":0.059671640396118164}],"concepts":[{"id":"https:\/\/openalex.org\/C79974875","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q483639","display_name":"Cloud computing","level":2,"score":0.7859796285629272},{"id":"https:\/\/openalex.org\/C158525013","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q2593739","display_name":"Fusion","level":2,"score":0.5272024273872375},{"id":"https:\/\/openalex.org\/C149364088","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q185917","display_name":"Translation (biology)","level":4,"score":0.5244536399841309},{"id":"https:\/\/openalex.org\/C87360688","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4847121238708496},{"id":"https:\/\/openalex.org\/C62649853","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q199687","display_name":"Remote sensing","level":1,"score":0.42847511172294617},{"id":"https:\/\/openalex.org\/C41008148","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q21198","display_name":"Computer science","level":0,"score":0.4036600589752197},{"id":"https:\/\/openalex.org\/C127313418","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1069","display_name":"Geology","level":0,"score":0.26154637336730957},{"id":"https:\/\/openalex.org\/C185592680","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q2329","display_name":"Chemistry","level":0,"score":0.059671640396118164},{"id":"https:\/\/openalex.org\/C138885662","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q5891","display_name":"Philosophy","level":0,"score":0},{"id":"https:\/\/openalex.org\/C41895202","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q8162","display_name":"Linguistics","level":1,"score":0},{"id":"https:\/\/openalex.org\/C55493867","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q7094","display_name":"Biochemistry","level":1,"score":0},{"id":"https:\/\/openalex.org\/C111919701","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q9135","display_name":"Operating system","level":1,"score":0},{"id":"https:\/\/openalex.org\/C105580179","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q188928","display_name":"Messenger RNA","level":3,"score":0},{"id":"https:\/\/openalex.org\/C104317684","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q7187","display_name":"Gene","level":2,"score":0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109\/tgrs.2024.3431556","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1109\/tgrs.2024.3431556","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\/G3384908188","display_name":null,"funder_award_id":"62371201","funder_id":"https:\/\/openalex.org\/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https:\/\/openalex.org\/G8913854466","display_name":null,"funder_award_id":"2023JCYJ020","funder_id":"https:\/\/openalex.org\/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":47,"referenced_works":["https:\/\/openalex.org\/W1901129140","https:\/\/openalex.org\/W1982867473","https:\/\/openalex.org\/W1989632727","https:\/\/openalex.org\/W1998557720","https:\/\/openalex.org\/W2017169137","https:\/\/openalex.org\/W2028191110","https:\/\/openalex.org\/W2083733711","https:\/\/openalex.org\/W2565639579","https:\/\/openalex.org\/W2593414223","https:\/\/openalex.org\/W2601589328","https:\/\/openalex.org\/W2785924090","https:\/\/openalex.org\/W2810454813","https:\/\/openalex.org\/W2894340056","https:\/\/openalex.org\/W2901339722","https:\/\/openalex.org\/W2914965007","https:\/\/openalex.org\/W2950689937","https:\/\/openalex.org\/W2963073614","https:\/\/openalex.org\/W2963372104","https:\/\/openalex.org\/W2963470893","https:\/\/openalex.org\/W2963684088","https:\/\/openalex.org\/W2963800363","https:\/\/openalex.org\/W2970335204","https:\/\/openalex.org\/W2972279533","https:\/\/openalex.org\/W2973660294","https:\/\/openalex.org\/W2974147355","https:\/\/openalex.org\/W2982763192","https:\/\/openalex.org\/W2997860833","https:\/\/openalex.org\/W3000672846","https:\/\/openalex.org\/W3008202438","https:\/\/openalex.org\/W3038579873","https:\/\/openalex.org\/W3088852543","https:\/\/openalex.org\/W3096643492","https:\/\/openalex.org\/W3105052070","https:\/\/openalex.org\/W3115007495","https:\/\/openalex.org\/W3147951545","https:\/\/openalex.org\/W3195905735","https:\/\/openalex.org\/W3215865232","https:\/\/openalex.org\/W4213333386","https:\/\/openalex.org\/W4285394585","https:\/\/openalex.org\/W4292826012","https:\/\/openalex.org\/W4294167286","https:\/\/openalex.org\/W4294215798","https:\/\/openalex.org\/W6631943919","https:\/\/openalex.org\/W6685352114","https:\/\/openalex.org\/W6765779288","https:\/\/openalex.org\/W6779841522","https:\/\/openalex.org\/W6783602928"],"related_works":["https:\/\/openalex.org\/W4244478748","https:\/\/openalex.org\/W4223488648","https:\/\/openalex.org\/W2134969820","https:\/\/openalex.org\/W2251605416","https:\/\/openalex.org\/W2560439919","https:\/\/openalex.org\/W4389340727","https:\/\/openalex.org\/W3150465815","https:\/\/openalex.org\/W1997222214","https:\/\/openalex.org\/W2802581102","https:\/\/openalex.org\/W4252699458"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"has":[2],"been":[3,29],"widely":[4],"used":[5,30,194],"in":[6,33,58,171],"thick":[7,16],"cloud":[8,178,191],"removal":[9],"(TCR)":[10],"for":[11],"optical":[12,53,61,132,140],"satellite":[13],"images.":[14,174],"Since":[15],"clouds":[17],"completely":[18],"block":[19],"the":[20,34,46,67,83,87,110,117,123,126,144,148,151,155,159,167,172,176,190,197,215,223],"surface,":[21],"synthetic":[22],"aperture":[23],"radar":[24],"(SAR)":[25],"images":[26,133,137,153,163],"have":[27],"recently":[28],"to":[31,71,134,164,182,195],"assist":[32],"recovery":[35],"of":[36,109,199],"occluded":[37,60,145],"information.":[38,146],"However,":[39],"this":[40,92],"approach":[41],"faces":[42],"several":[43],"challenges:":[44],"1)":[45],"significant":[47],"domain":[48],"gap":[49,149],"between":[50,73,82,129,150,184],"SAR":[51,64,130,136],"and":[52,65,75,86,116,131,154,186,210],"features":[54,128],"can":[55],"cause":[56],"interference":[57],"recovering":[59,143],"information":[62],"from":[63],"2)":[66],"TCR":[68,99],"methods":[69],"need":[70],"distinguish":[72,183],"cloudy":[74,162,185],"non-cloudy":[76,89,187,203],"regions;":[77],"otherwise,":[78],"inconsistencies":[79],"may":[80],"arise":[81],"recovered":[84,200],"regions":[85,201],"remaining":[88],"regions.":[90,188,204],"To":[91],"end,":[93],"we":[94],"propose":[95],"a":[96,103],"new":[97],"SAR-assisted":[98],"method":[100],"based":[101],"on":[102,207],"two-step":[104],"fusion":[105,119],"framework,":[106],"which":[107],"consists":[108],"feature":[111],"alignment":[112],"translation":[113],"(FAT)":[114],"network":[115],"cloud-guided":[118],"(CGF)":[120],"network.":[121],"First,":[122],"FAT":[124],"leverages":[125],"common":[127],"translate":[135],"into":[138],"corresponding":[139],"images,":[141,158,169],"thus":[142],"Considering":[147],"translated":[152,168],"real":[156,211],"cloud-free":[157],"CGF":[160],"utilizes":[161],"further":[165],"refine":[166],"resulting":[170],"cloud-removed":[173],"In":[175],"CGF,":[177],"distribution":[179,192],"is":[180,193],"predicted":[181],"Then,":[189],"guide":[196],"refinement":[198],"using":[202],"Extensive":[205],"experiments":[206],"both":[208],"simulated":[209],"datasets":[212],"show":[213],"that":[214],"proposed":[216],"algorithm":[217],"achieves":[218],"better":[219],"performance":[220],"compared":[221],"with":[222],"state-of-the-art":[224],"methods.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}