{"id":"https://openalex.org/W3041734497","doi":"https://doi.org/10.1155/2020/8841811","title":"Estimation of Particulate Levels Using Deep Dehazing Network and Temporal Prior","display_name":"Estimation of Particulate Levels Using Deep Dehazing Network and Temporal Prior","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W3041734497","doi":"https://doi.org/10.1155/2020/8841811","mag":"3041734497"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8841811","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/8841811","pdf_url":"https://downloads.hindawi.com/journals/js/2020/8841811.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/js/2020/8841811.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048124618","display_name":"SeHee Jung","orcid":"https://orcid.org/0000-0001-7980-3911"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"SeHee Jung","raw_affiliation_strings":["AI Analytics Team, DeepVisions, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-7980-3911","affiliations":[{"raw_affiliation_string":"AI Analytics Team, DeepVisions, Seoul, Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067757216","display_name":"Sung-Min Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"SungMin Yang","raw_affiliation_strings":["Department of Applied Statistics, Konkuk University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Statistics, Konkuk University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015550942","display_name":"Eunseok Lee","orcid":"https://orcid.org/0000-0002-6557-8087"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eunseok Lee","raw_affiliation_strings":["AI Analytics Team, DeepVisions, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Analytics Team, DeepVisions, Seoul, Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011738541","display_name":"Yonghak Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YongHak Lee","raw_affiliation_strings":["Department of Applied Statistics, Konkuk University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Statistics, Konkuk University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084539253","display_name":"Jisun Ko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jisun Ko","raw_affiliation_strings":["AI Analytics Team, DeepVisions, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Analytics Team, DeepVisions, Seoul, Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078270930","display_name":"Sungjae Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sungjae Lee","raw_affiliation_strings":["AI Analytics Team, DeepVisions, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Analytics Team, DeepVisions, Seoul, Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101603050","display_name":"Junsang Cho","orcid":"https://orcid.org/0000-0002-8403-0834"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"JunSang Cho","raw_affiliation_strings":["Industry University Cooperation Foundation Konkuk University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industry University Cooperation Foundation Konkuk University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101927099","display_name":"Jaehwa Lee","orcid":"https://orcid.org/0000-0002-5029-476X"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I4210144776","display_name":"Earth System Science Interdisciplinary Center","ror":"https://ror.org/042607708","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaehwa Lee","raw_affiliation_strings":["Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA","NASA Goddard Space Flight Center, Greenbelt, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]},{"raw_affiliation_string":"NASA Goddard Space Flight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100430150","display_name":"Sunghwan Kim","orcid":"https://orcid.org/0000-0002-0442-7795"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"SungHwan Kim","raw_affiliation_strings":["Department of Applied Statistics, Konkuk University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-0442-7795","affiliations":[{"raw_affiliation_string":"Department of Applied Statistics, Konkuk University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I24062138"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100430150"],"corresponding_institution_ids":["https://openalex.org/I24062138"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.1962,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49277162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.6515374183654785},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5496602058410645},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.528588056564331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5074941515922546},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4341175854206085},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37078261375427246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11578688025474548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6515374183654785},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5496602058410645},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.528588056564331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5074941515922546},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4341175854206085},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37078261375427246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11578688025474548},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/8841811","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/8841811","pdf_url":"https://downloads.hindawi.com/journals/js/2020/8841811.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e47465bc02724a2d855251f460065caf","is_oa":false,"landing_page_url":"https://doaj.org/article/e47465bc02724a2d855251f460065caf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Sensors, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2020/8841811","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8841811","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2020/8841811","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/8841811","pdf_url":"https://downloads.hindawi.com/journals/js/2020/8841811.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G1868371298","display_name":null,"funder_award_id":"2020R1C1C1A01005229","funder_id":"https://openalex.org/F4320321372","funder_display_name":"Konkuk University"},{"id":"https://openalex.org/G3107293911","display_name":null,"funder_award_id":"2020R1C1C1A01005229","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321372","display_name":"Konkuk University","ror":"https://ror.org/025h1m602"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3041734497.pdf","grobid_xml":"https://content.openalex.org/works/W3041734497.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1225775150","https://openalex.org/W2002803136","https://openalex.org/W2024355140","https://openalex.org/W2035773017","https://openalex.org/W2090985202","https://openalex.org/W2100495367","https://openalex.org/W2107552147","https://openalex.org/W2128254161","https://openalex.org/W2255698143","https://openalex.org/W2549850705","https://openalex.org/W2590407211","https://openalex.org/W2724685202","https://openalex.org/W2735646912","https://openalex.org/W2802524726","https://openalex.org/W2901899013","https://openalex.org/W2953718224","https://openalex.org/W2963226402","https://openalex.org/W2963620158","https://openalex.org/W2964128214","https://openalex.org/W2998045098"],"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":{"Particulate":[0],"matters":[1],"(PM)":[2],"have":[3,49],"become":[4],"one":[5],"of":[6,63,136],"the":[7,19,83,105,123],"important":[8],"pollutants":[9],"that":[10],"deteriorate":[11],"public":[12],"health.":[13],"Since":[14],"PM":[15,38,100],"is":[16,22,42],"ubiquitous":[17],"in":[18,28,39],"atmosphere,":[20],"it":[21],"closely":[23],"related":[24],"to":[25,35,69,122],"life":[26],"quality":[27],"many":[29],"different":[30],"ways.":[31],"Thus,":[32],"a":[33,79,134],"system":[34],"accurately":[36],"monitor":[37],"diverse":[40],"environments":[41],"imperative.":[43],"Previous":[44],"studies":[45],"using":[46,82,141],"digital":[47],"images":[48],"relied":[50],"on":[51],"individual":[52],"atmospheric":[53],"images,":[54],"not":[55],"benefiting":[56],"from":[57,102],"both":[58],"spatial":[59],"and":[60,88,98,107,139],"temporal":[61,89,92],"effects":[62],"image":[64,119],"sequences.":[65],"This":[66],"weakness":[67],"led":[68],"undermining":[70],"predictive":[71,80],"power.":[72],"To":[73],"address":[74],"this":[75],"drawback,":[76],"we":[77],"propose":[78],"model":[81],"deep":[84],"dehazing":[85],"cascaded":[86],"CNN":[87],"priors.":[90],"The":[91,110,126],"prior":[93],"accommodates":[94],"instantaneous":[95],"visual":[96],"moves":[97],"estimates":[99],"concentration":[101],"residuals":[103],"between":[104],"original":[106],"dehazed":[108,118],"images.":[109],"present":[111],"method":[112],"also":[113],"provides,":[114],"as":[115],"by-product,":[116],"high-quality":[117],"sequences":[120],"superior":[121],"nontemporal":[124],"methods.":[125],"improvements":[127],"are":[128],"supported":[129],"by":[130],"various":[131],"experiments":[132],"under":[133],"range":[135],"simulation":[137],"scenarios":[138],"assessments":[140],"standard":[142],"metrics.":[143]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
