{"id":"https://openalex.org/W2990003282","doi":"https://doi.org/10.1109/smc.2019.8914547","title":"Improving cloud detection with imperfect satellite images using an artificial neural network approach","display_name":"Improving cloud detection with imperfect satellite images using an artificial neural network approach","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2990003282","doi":"https://doi.org/10.1109/smc.2019.8914547","mag":"2990003282"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2019.8914547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049559268","display_name":"Claudia Corradino","orcid":"https://orcid.org/0000-0003-3054-6840"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudia Corradino","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050343040","display_name":"Gaetana Ganci","orcid":"https://orcid.org/0000-0002-9914-1107"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaetana Ganci","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090041338","display_name":"Giuseppe Bilotta","orcid":"https://orcid.org/0000-0002-1406-4545"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Bilotta","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053400849","display_name":"Annalisa Cappello","orcid":"https://orcid.org/0000-0002-9947-8789"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annalisa Cappello","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046098033","display_name":"Arturo Buscarino","orcid":"https://orcid.org/0000-0001-5782-8982"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Arturo Buscarino","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica Elettronica e Informatica, University of Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica Elettronica e Informatica, University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053813093","display_name":"Ciro Del Negro","orcid":"https://orcid.org/0000-0001-5734-9025"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ciro Del Negro","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Catania, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043670176","display_name":"Luigi Fortuna","orcid":"https://orcid.org/0000-0003-2285-2979"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Fortuna","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica Elettronica e Informatica, University of Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica Elettronica e Informatica, University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7833,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69513889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"61","issue":null,"first_page":"1443","last_page":"1447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9968000054359436,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9954000115394592,"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/T10347","display_name":"Atmospheric aerosols and clouds","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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":0.752607524394989},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6297014355659485},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6019432544708252},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5884640216827393},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.5379875302314758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48552703857421875},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41613078117370605},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.333434522151947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09150248765945435},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08667463064193726},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08095243573188782},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07293060421943665}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.752607524394989},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6297014355659485},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6019432544708252},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5884640216827393},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.5379875302314758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48552703857421875},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41613078117370605},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.333434522151947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09150248765945435},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08667463064193726},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08095243573188782},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07293060421943665},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/smc.2019.8914547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2019.8914547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W625876817","https://openalex.org/W1556573506","https://openalex.org/W1605060196","https://openalex.org/W1903132566","https://openalex.org/W1998480279","https://openalex.org/W2010592030","https://openalex.org/W2013272253","https://openalex.org/W2013689051","https://openalex.org/W2022665403","https://openalex.org/W2030214786","https://openalex.org/W2032996108","https://openalex.org/W2036483012","https://openalex.org/W2050618220","https://openalex.org/W2051812123","https://openalex.org/W2054263506","https://openalex.org/W2066423093","https://openalex.org/W2072006486","https://openalex.org/W2073812864","https://openalex.org/W2076969699","https://openalex.org/W2087060899","https://openalex.org/W2095400207","https://openalex.org/W2131750523","https://openalex.org/W2132227679","https://openalex.org/W2140035502","https://openalex.org/W2177128308","https://openalex.org/W2196263336","https://openalex.org/W2198129630","https://openalex.org/W2286961399","https://openalex.org/W2299359736","https://openalex.org/W2557052937","https://openalex.org/W2610562402","https://openalex.org/W2806066784","https://openalex.org/W2889889992","https://openalex.org/W2891264342","https://openalex.org/W2924534750","https://openalex.org/W6619834625"],"related_works":["https://openalex.org/W2374250903","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W1546413948","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275"],"abstract_inverted_index":{"The":[0,39],"past":[1],"few":[2],"decades":[3],"have":[4],"seen":[5],"an":[6,23],"explosion":[7],"of":[8,16,50,57,78,80],"satellite":[9,36],"remote":[10],"sensing":[11],"techniques":[12],"for":[13,28],"the":[14,30,55,66],"monitoring":[15],"volcanic":[17],"thermal":[18],"features.":[19],"Here,":[20],"we":[21],"propose":[22],"artificial":[24],"neural":[25],"network":[26],"approach":[27,73],"improving":[29],"cloud":[31,40],"detection":[32,41],"through":[33],"imperfect":[34],"multispectral":[35],"images":[37,52],"analysis.":[38],"algorithm":[42],"has":[43],"been":[44],"tested":[45],"on":[46],"a":[47],"data":[48],"set":[49],"MSG-SEVIRI":[51],"acquired":[53],"over":[54],"area":[56],"Etna":[58],"volcano":[59],"in":[60,76],"Sicily":[61],"(Italy)":[62],"before":[63],"and":[64],"during":[65],"2008":[67],"eruption.":[68],"Results":[69],"show":[70],"that":[71],"this":[72],"is":[74],"robust":[75],"terms":[77],"percentage":[79],"correctly":[81],"classified":[82],"pixels.":[83]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
