{"id":"https://openalex.org/W4283369524","doi":"https://doi.org/10.1145/3478457","title":"SADnet: Semi-supervised Single Image Dehazing Method Based on an Attention Mechanism","display_name":"SADnet: Semi-supervised Single Image Dehazing Method Based on an Attention Mechanism","publication_year":2022,"publication_date":"2022-02-16","ids":{"openalex":"https://openalex.org/W4283369524","doi":"https://doi.org/10.1145/3478457"},"language":"en","primary_location":{"id":"doi:10.1145/3478457","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3478457","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5102705728","display_name":"Ziyi Sun","orcid":"https://orcid.org/0000-0002-2011-4553"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Sun","raw_affiliation_strings":["Shandong University of Finance and Economics, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410998","display_name":"Yunfeng Zhang","orcid":"https://orcid.org/0000-0002-1237-6035"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Zhang","raw_affiliation_strings":["Shandong University of Finance and Economics, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017899846","display_name":"Fangxun Bao","orcid":"https://orcid.org/0000-0002-2985-1349"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangxun Bao","raw_affiliation_strings":["Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338728","display_name":"Ping Wang","orcid":"https://orcid.org/0000-0003-2963-9476"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["Quebec University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quebec University, Montreal, Canada","institution_ids":["https://openalex.org/I159129438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113879762","display_name":"Xunxiang Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xunxiang Yao","raw_affiliation_strings":["University of Technology, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101753050","display_name":"Caiming Zhang","orcid":"https://orcid.org/0000-0003-0217-1543"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caiming Zhang","raw_affiliation_strings":["Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5537,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94136731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"1","last_page":"23"},"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":0.998199999332428,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9947999715805054,"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":0.856201171875},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.7511725425720215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6220511198043823},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5991908311843872},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5399013161659241},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.49736908078193665},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4674836993217468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.856201171875},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7511725425720215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6220511198043823},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5991908311843872},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5399013161659241},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.49736908078193665},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4674836993217468},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3478457","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3478457","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.5}],"awards":[{"id":"https://openalex.org/G394450276","display_name":null,"funder_award_id":"ZR201808160102, ZR2019BF043, and ZR2019MF051","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6697300460","display_name":null,"funder_award_id":"61972227, 61902217, and U1609218","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"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2002299629","https://openalex.org/W2028763589","https://openalex.org/W2028990532","https://openalex.org/W2099791118","https://openalex.org/W2108598243","https://openalex.org/W2114867966","https://openalex.org/W2121880036","https://openalex.org/W2125188192","https://openalex.org/W2128254161","https://openalex.org/W2128272608","https://openalex.org/W2147318913","https://openalex.org/W2156936307","https://openalex.org/W2254711202","https://openalex.org/W2256362396","https://openalex.org/W2344681634","https://openalex.org/W2467473805","https://openalex.org/W2474628748","https://openalex.org/W2519481857","https://openalex.org/W2520742745","https://openalex.org/W2550553598","https://openalex.org/W2593414960","https://openalex.org/W2768975974","https://openalex.org/W2778764040","https://openalex.org/W2779176852","https://openalex.org/W2792829624","https://openalex.org/W2798876216","https://openalex.org/W2799007071","https://openalex.org/W2804078698","https://openalex.org/W2809287713","https://openalex.org/W2866634454","https://openalex.org/W2884585870","https://openalex.org/W2896457183","https://openalex.org/W2902302654","https://openalex.org/W2948905445","https://openalex.org/W2962754725","https://openalex.org/W2963074253","https://openalex.org/W2963152299","https://openalex.org/W2963240575","https://openalex.org/W2963306157","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W2963928582","https://openalex.org/W2971806904","https://openalex.org/W2976715267","https://openalex.org/W2979261558","https://openalex.org/W2982374186","https://openalex.org/W2984422960","https://openalex.org/W2985194834","https://openalex.org/W2988209803","https://openalex.org/W2990007814","https://openalex.org/W2998249728","https://openalex.org/W3066471605","https://openalex.org/W3093266281","https://openalex.org/W3097237744","https://openalex.org/W3099004229","https://openalex.org/W3105853701","https://openalex.org/W3105901005","https://openalex.org/W6752378368"],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W2036807459","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W2755342338","https://openalex.org/W2161229648","https://openalex.org/W2993674027","https://openalex.org/W2130228941"],"abstract_inverted_index":{"Many":[0],"real-life":[1,28],"tasks":[2],"such":[3],"as":[4],"military":[5],"reconnaissance":[6],"and":[7,71,86,140],"traffic":[8],"monitoring":[9],"require":[10],"high-quality":[11],"images.":[12,100],"However,":[13],"images":[14,59,89],"acquired":[15],"in":[16,108],"foggy":[17],"or":[18],"hazy":[19,58,88,99],"weather":[20],"pose":[21],"obstacles":[22],"to":[23,51,54,119],"the":[24,40,103,109,121,125,133],"implementation":[25],"of":[26,42,106,124],"these":[27],"tasks;":[29],"consequently,":[30],"image":[31,47,148],"dehazing":[32,48,74,138,149],"is":[33,117],"an":[34],"important":[35],"research":[36],"problem.":[37],"To":[38],"meet":[39],"requirements":[41],"practical":[43,79],"applications,":[44],"a":[45,69,112],"single":[46],"algorithm":[49,75],"has":[50,94],"be":[52],"able":[53],"effectively":[55],"process":[56],"real-world":[57,98],"with":[60,145],"high":[61],"computational":[62],"efficiency.":[63],"In":[64],"this":[65],"article,":[66],"we":[67],"present":[68],"fast":[70],"robust":[72],"semi-supervised":[73],"named":[76],"SADnet":[77,81],"for":[78,90,97],"applications.":[80],"utilizes":[82],"both":[83],"synthetic":[84],"datasets":[85],"natural":[87],"training,":[91],"so":[92],"it":[93],"good":[95,137],"generalizability":[96],"Furthermore,":[101],"considering":[102],"uneven":[104],"distribution":[105],"haze":[107],"atmospheric":[110],"environment,":[111],"Channel-Spatial":[113],"Self-Attention":[114],"(CSSA)":[115],"mechanism":[116],"presented":[118,134],"enhance":[120],"representational":[122],"power":[123],"proposed":[126],"SADnet.":[127],"Extensive":[128],"experimental":[129],"results":[130],"demonstrate":[131],"that":[132],"approach":[135],"achieves":[136],"performances":[139],"competitive":[141],"running":[142],"times":[143],"compared":[144],"other":[146],"state-of-the-art":[147],"algorithms.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}