{"id":"https://openalex.org/W4324116694","doi":"https://doi.org/10.1109/tcsvt.2023.3256414","title":"Real-World Non-Homogeneous Haze Removal by Sliding Self-Attention Wavelet Network","display_name":"Real-World Non-Homogeneous Haze Removal by Sliding Self-Attention Wavelet Network","publication_year":2023,"publication_date":"2023-03-13","ids":{"openalex":"https://openalex.org/W4324116694","doi":"https://doi.org/10.1109/tcsvt.2023.3256414"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3256414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3256414","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5101445813","display_name":"Yuxin Feng","orcid":"https://orcid.org/0009-0001-7793-0957"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Feng","raw_affiliation_strings":["School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042413309","display_name":"Xiaozhe Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaozhe Meng","raw_affiliation_strings":["School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090896025","display_name":"Fan Zhou","orcid":"https://orcid.org/0000-0002-0400-9366"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","Research Institute, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Research Institute, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9866-1947","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084552425","display_name":"Zhuo Su","orcid":"https://orcid.org/0000-0002-6090-0110"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Su","raw_affiliation_strings":["School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","Research Institute, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6090-0110","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Research Institute, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5347,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9430436,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"33","issue":"10","first_page":"5470","last_page":"5485"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9987000226974487,"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":0.9965999722480774,"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/haze","display_name":"Haze","score":0.8742364645004272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.678679347038269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.658496618270874},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5777978301048279},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5164132714271545},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.42076575756073},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40073060989379883},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26237940788269043},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20864862203598022},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07465031743049622}],"concepts":[{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.8742364645004272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.678679347038269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.658496618270874},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5777978301048279},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5164132714271545},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.42076575756073},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40073060989379883},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26237940788269043},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20864862203598022},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07465031743049622},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3256414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3256414","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4117575396","display_name":null,"funder_award_id":"JCYJ20200109142612234","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G7677494319","display_name":null,"funder_award_id":"2021A1515012313","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W1979666307","https://openalex.org/W1990592195","https://openalex.org/W1998363013","https://openalex.org/W2028763589","https://openalex.org/W2046331708","https://openalex.org/W2102166818","https://openalex.org/W2114867966","https://openalex.org/W2256362396","https://openalex.org/W2519481857","https://openalex.org/W2748021867","https://openalex.org/W2779176852","https://openalex.org/W2792829624","https://openalex.org/W2890894871","https://openalex.org/W2892730469","https://openalex.org/W2907674209","https://openalex.org/W2962782447","https://openalex.org/W2963152299","https://openalex.org/W2963306157","https://openalex.org/W2963928582","https://openalex.org/W2970360808","https://openalex.org/W2970530557","https://openalex.org/W2990007814","https://openalex.org/W2997210448","https://openalex.org/W2998249728","https://openalex.org/W3015557838","https://openalex.org/W3033003249","https://openalex.org/W3034278302","https://openalex.org/W3034328879","https://openalex.org/W3034331889","https://openalex.org/W3034725788","https://openalex.org/W3107316803","https://openalex.org/W3109202794","https://openalex.org/W3119392823","https://openalex.org/W3121281282","https://openalex.org/W3124953441","https://openalex.org/W3138219084","https://openalex.org/W3138516171","https://openalex.org/W3156772576","https://openalex.org/W3170874841","https://openalex.org/W3173269149","https://openalex.org/W3173342677","https://openalex.org/W3174407746","https://openalex.org/W3176259969","https://openalex.org/W3177247441","https://openalex.org/W3179196239","https://openalex.org/W3180034634","https://openalex.org/W3192459570","https://openalex.org/W3193773061","https://openalex.org/W3207737840","https://openalex.org/W3207918547","https://openalex.org/W3208308045","https://openalex.org/W3208626099","https://openalex.org/W3215632849","https://openalex.org/W4205261430","https://openalex.org/W4205276083","https://openalex.org/W4206628548","https://openalex.org/W4210842488","https://openalex.org/W4214857282","https://openalex.org/W4224013153","https://openalex.org/W4293248314","https://openalex.org/W4312625691","https://openalex.org/W6639204139","https://openalex.org/W6647720530","https://openalex.org/W6726979445","https://openalex.org/W6757526026","https://openalex.org/W6788135285","https://openalex.org/W6809300371"],"related_works":["https://openalex.org/W2397673276","https://openalex.org/W2318437963","https://openalex.org/W2348696601","https://openalex.org/W2394444438","https://openalex.org/W2377355001","https://openalex.org/W2387386748","https://openalex.org/W2377493372","https://openalex.org/W2964624622","https://openalex.org/W2041196008","https://openalex.org/W1598401975"],"abstract_inverted_index":{"In":[0,61],"complex":[1,212],"natural":[2,62],"haze":[3,6,22,34,59,95,101,129,145,213],"scenes,":[4,214],"image":[5,38,52,78],"removal":[7,96],"still":[8],"faces":[9],"significant":[10],"challenges":[11],"in":[12,30,48,131,146],"removing":[13],"non-homogeneous":[14],"and":[15,40,54,67,80,133,152,182,185,191,226],"dense":[16],"haze.":[17],"The":[18],"double":[19],"complexity":[20],"of":[21,33,51,77,82,94,109,144,171,177,229],"distribution,":[23],"on":[24,41,87,210,240],"the":[25,31,36,42,49,70,92,107,141,168,201,224,234,241,248],"one":[26],"hand,":[27,44],"is":[28,46,97],"reflected":[29,47],"interference":[32],"to":[35,100,105,127,199,204,222,233],"global":[37],"information,":[39,184],"other":[43],"it":[45],"imbalance":[50],"brightness":[53],"color":[55],"caused":[56],"by":[57],"random":[58],"distribution.":[60],"scenes":[63],"with":[64],"prominent":[65],"edge":[66],"texture":[68,193],"features,":[69],"above":[71],"problems":[72],"may":[73],"cause":[74],"severe":[75],"degradation":[76],"quality":[79],"performance":[81,108],"various":[83],"tasks.":[84],"Numerous":[85],"studies":[86],"network":[88,203],"learning":[89],"show":[90,246],"that":[91,247],"effect":[93],"closely":[98],"related":[99],"feature":[102,137,175],"expression.":[103],"Therefore,":[104],"improve":[106],"dehazing,":[110],"this":[111],"paper":[112],"proposes":[113],"a":[114,123,160,217],"sliding":[115,124],"self-attention":[116,125],"wavelet":[117,149],"network.":[118],"Specifically,":[119],"we":[120,215],"first":[121],"design":[122],"module":[126],"identify":[128],"regions":[130],"images":[132,209,231],"capture":[134],"rich":[135],"haze-related":[136],"information.":[138],"Then,":[139],"considering":[140],"uneven":[142],"distribution":[143],"images,":[147],"discrete":[148],"transform":[150,154],"(DWT)":[151],"inverse":[153],"(IDWT)":[155],"are":[156],"used":[157],"for":[158],"constructing":[159],"hierarchical":[161],"encoder-decoder":[162],"structure,":[163],"which":[164],"can":[165],"fully":[166],"use":[167],"multi-resolution":[169],"characteristics":[170],"DWT,":[172],"locally":[173],"decompose":[174],"maps":[176],"different":[178,211],"scales,":[179],"extract":[180],"low":[181,225],"high-frequency":[183,227],"then":[186],"gradually":[187],"recover":[188],"sharp":[189],"edges":[190],"precise":[192],"details":[194],"from":[195],"hazy":[196],"images.":[197,237],"Finally,":[198],"enable":[200],"proposed":[202,249],"generate":[205],"more":[206],"realistic":[207],"haze-free":[208],"develop":[216],"DWT-based":[218],"adversarial":[219],"loss":[220],"function":[221],"constrain":[223],"components":[228],"generated":[230],"closer":[232],"corresponding":[235],"clear":[236],"Experimental":[238],"results":[239],"relevant":[242],"public":[243],"benchmark":[244],"datasets":[245],"algorithm":[250],"achieves":[251],"favorable":[252],"dehazing":[253],"performance.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}