{"id":"https://openalex.org/W3205433146","doi":"https://doi.org/10.1109/lsp.2021.3120322","title":"Single Image Dehazing via Semi-Supervised Domain Translation and Architecture Search","display_name":"Single Image Dehazing via Semi-Supervised Domain Translation and Architecture Search","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3205433146","doi":"https://doi.org/10.1109/lsp.2021.3120322","mag":"3205433146"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2021.3120322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2021.3120322","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5069531870","display_name":"Kuangshi Zhang","orcid":"https://orcid.org/0000-0002-4838-650X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuangshi Zhang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, 12605 Tianjin, China, 300072 (e-mail: zks@tju.edu.cn)","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"raw_orcid":"https://orcid.org/0000-0002-4838-650X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, 12605 Tianjin, China, 300072 (e-mail: zks@tju.edu.cn)","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036663477","display_name":"Yuenan Li","orcid":"https://orcid.org/0000-0001-8932-851X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuenan Li","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, Tianjin, China, 300072 (e-mail: ynli@tju.edu.cn)","School of Electrical and Information Engineering, Tianjin University, Tianjin China"],"raw_orcid":"https://orcid.org/0000-0001-8932-851X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, Tianjin, China, 300072 (e-mail: ynli@tju.edu.cn)","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":1.1306,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.80421392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"28","issue":null,"first_page":"2127","last_page":"2131"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9965000152587891,"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":0.9923999905586243,"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":0.8511511087417603},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.7066051959991455},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.6566240787506104},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6427557468414307},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6386561393737793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6115274429321289},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45515578985214233},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4371921718120575},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4283004105091095},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40396541357040405},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3596162497997284},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32690003514289856},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06506213545799255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8511511087417603},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.7066051959991455},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.6566240787506104},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6427557468414307},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6386561393737793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6115274429321289},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45515578985214233},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4371921718120575},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4283004105091095},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40396541357040405},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3596162497997284},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32690003514289856},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06506213545799255},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2021.3120322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2021.3120322","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.699999988079071,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G7157349618","display_name":"\u5bf9\u6297\u535a\u5f08\u548c\u6570\u636e\u9a71\u52a8\u6a21\u5f0f\u4e0b\u7684\u56fe\u50cf\u5185\u5bb9\u6307\u7eb9\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61972281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8014380674","display_name":"\u6a21\u62df\u89c6\u89c9\u7cfb\u7edf\u4fe1\u606f\u5904\u7406\u673a\u5236\u7684\u751f\u7269\u542f\u53d1\u5f0f\u56fe\u50cf\u54c8\u5e0c\u7814\u7a76","funder_award_id":"61572352","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1967369969","https://openalex.org/W2086161653","https://openalex.org/W2128254161","https://openalex.org/W2156936307","https://openalex.org/W2214802144","https://openalex.org/W2256362396","https://openalex.org/W2519481857","https://openalex.org/W2593414223","https://openalex.org/W2779176852","https://openalex.org/W2810075754","https://openalex.org/W2941547246","https://openalex.org/W2951104886","https://openalex.org/W2962754725","https://openalex.org/W2962782447","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963074253","https://openalex.org/W2963608065","https://openalex.org/W2963928582","https://openalex.org/W2970360808","https://openalex.org/W2985194834","https://openalex.org/W2988209803","https://openalex.org/W2991006905","https://openalex.org/W2998249728","https://openalex.org/W3010637479","https://openalex.org/W3034278302","https://openalex.org/W3034331889","https://openalex.org/W3034647178","https://openalex.org/W3035601380","https://openalex.org/W3105901005","https://openalex.org/W3112782334","https://openalex.org/W3128218412","https://openalex.org/W6752515464","https://openalex.org/W6777128944"],"related_works":["https://openalex.org/W3109545856","https://openalex.org/W4288069866","https://openalex.org/W4389232935","https://openalex.org/W3155045749","https://openalex.org/W2990774877","https://openalex.org/W2936127876","https://openalex.org/W3192242026","https://openalex.org/W4387421677","https://openalex.org/W4213477128","https://openalex.org/W2806541789"],"abstract_inverted_index":{"Data-driven":[0],"methods":[1],"have":[2],"demonstrated":[3],"great":[4],"potential":[5],"in":[6,107,147],"single":[7],"image":[8],"dehazing,":[9],"most":[10],"of":[11,51,84,124,131],"which":[12],"are":[13,78,105,169],"trained":[14],"using":[15,135],"the":[16,21,26,31,38,46,82,97,102,122,125,129,132,144],"hazy":[17,53,90],"images":[18,54,91],"synthesized":[19],"by":[20,35,111,161,172],"atmospheric":[22],"scattering":[23],"model.":[24],"However,":[25],"model":[27],"cannot":[28],"accurately":[29],"describe":[30],"complicated":[32],"degradation":[33],"caused":[34],"haze.":[36],"At":[37],"same":[39],"time,":[40],"it":[41,151],"is":[42],"impractical":[43],"to":[44,80,92,95,120],"obtain":[45],"pixel-to-pixel":[47],"aligned":[48],"clear-scene":[49],"counterparts":[50],"real-world":[52,85,93,140],"for":[55],"supervised":[56],"training.":[57],"In":[58],"this":[59],"letter,":[60],"we":[61,116],"formulate":[62],"dehazing":[63],"as":[64],"a":[65,112],"semi-supervised":[66],"domain":[67,75,98,163],"translation":[68,76,164],"problem.":[69],"For":[70],"better":[71],"generalization,":[72],"two":[73],"auxiliary":[74,103,162],"tasks":[77,104,165],"designed":[79],"capture":[81],"properties":[83],"haze":[86],"and":[87,101,115,138,150,166],"align":[88],"synthetic":[89,137],"ones":[94],"reduce":[96],"gap.":[99],"Dehazing":[100],"conducted":[106],"shared":[108],"latent":[109],"spaces":[110],"unified":[113],"framework,":[114],"use":[117],"differential":[118],"optimization":[119],"search":[121,168],"architectures":[123],"framework.":[126],"We":[127],"evaluate":[128],"efficacy":[130],"proposed":[133],"work":[134],"one":[136],"three":[139],"benchmarks":[141],"that":[142],"cover":[143],"challenging":[145],"cases":[146],"wild":[148],"scenarios,":[149],"outperforms":[152],"state-of-the-art":[153],"algorithms":[154],"on":[155],"these":[156],"benchmarks.":[157],"The":[158],"benefits":[159],"brought":[160],"architecture":[167],"also":[170],"verified":[171],"ablation":[173],"experiments.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}