{"id":"https://openalex.org/W4395673352","doi":"https://doi.org/10.3390/rs16091525","title":"Hierarchical Semantic-Guided Contextual Structure-Aware Network for Spectral Satellite Image Dehazing","display_name":"Hierarchical Semantic-Guided Contextual Structure-Aware Network for Spectral Satellite Image Dehazing","publication_year":2024,"publication_date":"2024-04-25","ids":{"openalex":"https://openalex.org/W4395673352","doi":"https://doi.org/10.3390/rs16091525"},"language":"en","primary_location":{"id":"doi:10.3390/rs16091525","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091525","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1525/pdf?version=1714379309","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/9/1525/pdf?version=1714379309","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Lei Yang","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/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"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":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046292074","display_name":"Jianzhong Cao","orcid":"https://orcid.org/0000-0002-1853-3396"},"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/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"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":false,"raw_author_name":"Jianzhong Cao","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036285598","display_name":"H Wang","orcid":"https://orcid.org/0009-0008-2525-5479"},"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/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"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":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China"],"raw_orcid":"https://orcid.org/0009-0008-2525-5479","affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100562645","display_name":"Sen Dong","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/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Dong","raw_affiliation_strings":["Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055644335","display_name":"Hailong Ning","orcid":"https://orcid.org/0000-0001-8375-1181"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hailong Ning","raw_affiliation_strings":["School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an 710121, China"],"raw_orcid":"https://orcid.org/0000-0001-8375-1181","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an 710121, China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055644335"],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.3159,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79492421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"9","first_page":"1525","last_page":"1525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.816417396068573},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4826286733150482},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4732661247253418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4679837226867676},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3618772625923157},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3321724534034729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.816417396068573},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4826286733150482},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4732661247253418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4679837226867676},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3618772625923157},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3321724534034729},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16091525","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091525","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1525/pdf?version=1714379309","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c6239e8cb2c6406b9ea730f8d30a19e7","is_oa":true,"landing_page_url":"https://doaj.org/article/c6239e8cb2c6406b9ea730f8d30a19e7","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":"Remote Sensing, Vol 16, Iss 9, p 1525 (2024)","raw_type":"article"},{"id":"pmh:oai:ir.opt.ac.cn:181661/97469","is_oa":false,"landing_page_url":"http://ir.opt.ac.cn/handle/181661/97469","pdf_url":null,"source":{"id":"https://openalex.org/S4377196962","display_name":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144662","host_organization_name":"Xi'an Institute of Optics and Precision Mechanics","host_organization_lineage":["https://openalex.org/I4210144662"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"}],"best_oa_location":{"id":"doi:10.3390/rs16091525","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091525","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1525/pdf?version=1714379309","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G1786215156","display_name":null,"funder_award_id":"2022JQ-592","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2539141628","display_name":null,"funder_award_id":"22JK0568","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3013341972","display_name":null,"funder_award_id":"2022JQ-592","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G3741425308","display_name":null,"funder_award_id":"62201452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5699819602","display_name":null,"funder_award_id":"62201452","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G6366590799","display_name":null,"funder_award_id":"22JK0568","funder_id":"https://openalex.org/F4320325627","funder_display_name":"Education Department of Shaanxi Province"},{"id":"https://openalex.org/G7115173475","display_name":null,"funder_award_id":"22JK0568","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325627","display_name":"Education Department of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395673352.pdf","grobid_xml":"https://content.openalex.org/works/W4395673352.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1990592195","https://openalex.org/W2156936307","https://openalex.org/W2256362396","https://openalex.org/W2467473805","https://openalex.org/W2618011341","https://openalex.org/W2698984883","https://openalex.org/W2767420414","https://openalex.org/W2779176852","https://openalex.org/W2794405642","https://openalex.org/W2802075425","https://openalex.org/W2917503345","https://openalex.org/W2921713131","https://openalex.org/W2921932380","https://openalex.org/W2994681282","https://openalex.org/W2998249728","https://openalex.org/W3012965216","https://openalex.org/W3025800305","https://openalex.org/W3034278302","https://openalex.org/W3041172212","https://openalex.org/W3094502228","https://openalex.org/W3138516171","https://openalex.org/W3158867137","https://openalex.org/W3193648066","https://openalex.org/W3204515269","https://openalex.org/W3210445124","https://openalex.org/W4225672218","https://openalex.org/W4282934494","https://openalex.org/W4285280178","https://openalex.org/W4309002249","https://openalex.org/W4312272867","https://openalex.org/W4319300839","https://openalex.org/W4319459150","https://openalex.org/W4319786748","https://openalex.org/W4327702802","https://openalex.org/W4327808545","https://openalex.org/W4360930317","https://openalex.org/W4380303497","https://openalex.org/W4386996272","https://openalex.org/W4387789877","https://openalex.org/W4388470054","https://openalex.org/W4388505425","https://openalex.org/W4389104871","https://openalex.org/W4390669373","https://openalex.org/W4390872931","https://openalex.org/W6647720530","https://openalex.org/W6794656189","https://openalex.org/W6851201599","https://openalex.org/W6853227976","https://openalex.org/W6857661527"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Haze":[0],"or":[1],"cloud":[2],"always":[3],"shrouds":[4],"satellite":[5,32,51,84],"images,":[6],"obscuring":[7],"valuable":[8],"geographic":[9],"information":[10,60,106],"for":[11,28,42,50,82],"military":[12],"surveillance,":[13],"natural":[14,43],"calamity":[15],"surveillance":[16],"and":[17,45,61,145,158,170],"mineral":[18],"resource":[19],"exploration.":[20],"Satellite":[21],"image":[22,85],"dehazing":[23,38,169],"(SID)":[24],"provides":[25],"the":[26,36,57,126,131,139,142,155,163],"possibility":[27],"better":[29],"applications":[30],"of":[31,35],"images.":[33],"Most":[34],"existing":[37,172],"methods":[39],"are":[40,46,64],"tailored":[41],"images":[44,52],"not":[47,65],"very":[48],"effective":[49,168],"with":[53,93,148],"non-homogeneous":[54],"haze":[55],"since":[56],"semantic":[58,96,104],"structure":[59,105],"inconsistent":[62],"attenuation":[63],"fully":[66],"considered.":[67],"To":[68],"tackle":[69],"this":[70,72],"problem,":[71],"study":[73],"proposes":[74],"a":[75,88,94,116],"hierarchical":[76,95],"semantic-guided":[77],"contextual":[78],"structure-aware":[79],"network":[80],"(SCSNet)":[81],"spectral":[83],"dehazing.":[86],"Specifically,":[87],"hybrid":[89],"CNN\u2013Transformer":[90],"architecture":[91],"integrated":[92],"guidance":[97],"(HSG)":[98],"module":[99,120],"is":[100,121],"presented":[101],"to":[102,124,137,141],"learn":[103],"by":[107],"synergetically":[108],"complementing":[109],"local":[110],"representation":[111],"from":[112],"non-local":[113],"features.":[114],"Furthermore,":[115],"cross-layer":[117],"fusion":[118],"(CLF)":[119],"specially":[122],"designed":[123],"replace":[125],"traditional":[127],"skip":[128],"connection":[129],"during":[130],"feature":[132,146],"decoding":[133],"stage":[134],"so":[135],"as":[136],"reinforce":[138],"attention":[140],"spatial":[143],"regions":[144],"channels":[147],"more":[149],"serious":[150],"attenuation.":[151],"The":[152],"results":[153],"on":[154],"SateHaze1k,":[156],"RS-Haze,":[157],"RSID":[159],"datasets":[160],"demonstrated":[161],"that":[162],"proposed":[164],"SCSNet":[165],"can":[166],"achieve":[167],"outperforms":[171],"state-of-the-art":[173],"methods.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
