{"id":"https://openalex.org/W4402260241","doi":"https://doi.org/10.1109/igarss53475.2024.10642339","title":"A Deep Learning Approach for Imagery Masking of Spectral Sensors","display_name":"A Deep Learning Approach for Imagery Masking of Spectral Sensors","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260241","doi":"https://doi.org/10.1109/igarss53475.2024.10642339"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642339","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://elib.dlr.de/206806/1/Manuscript_IGARSS_2024___EP-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047379470","display_name":"Efrain Padilla-Zepeda","orcid":"https://orcid.org/0000-0002-9880-7157"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Efrain Padilla-Zepeda","raw_affiliation_strings":["German Aerospace Center (DLR), Earth Observation Center,Photogrammetry and Image Analysis Department,Oberpfaffenhofen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Earth Observation Center,Photogrammetry and Image Analysis Department,Oberpfaffenhofen,Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013475740","display_name":"Kevin Alonso","orcid":"https://orcid.org/0000-0003-2469-8290"},"institutions":[{"id":"https://openalex.org/I4210165017","display_name":"European Space Research Institute","ror":"https://ror.org/05vt9rv16","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2801994115","https://openalex.org/I4210165017"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Kevin Alonso","raw_affiliation_strings":["Starion Group c/o European Space Agency (ESA),Frascati,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Starion Group c/o European Space Agency (ESA),Frascati,Italy","institution_ids":["https://openalex.org/I4210165017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081106518","display_name":"R. de los Reyes","orcid":"https://orcid.org/0000-0003-0485-9552"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Raquel De Los Reyes","raw_affiliation_strings":["German Aerospace Center (DLR), Earth Observation Center,Photogrammetry and Image Analysis Department,Oberpfaffenhofen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Earth Observation Center,Photogrammetry and Image Analysis Department,Oberpfaffenhofen,Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086698147","display_name":"Deni Torres-Rom\u00e1n","orcid":"https://orcid.org/0000-0002-9813-7712"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Deni Torres-Roman","raw_affiliation_strings":["Telecommunications Group,Center for Research and Advanced Studies of the National Polytechnic Institute (Cinvestav),Zapopan,Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Group,Center for Research and Advanced Studies of the National Polytechnic Institute (Cinvestav),Zapopan,Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067524731","display_name":"Avi Putri Pertiwi","orcid":"https://orcid.org/0000-0002-8819-860X"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Avi Putri Pertiwi","raw_affiliation_strings":["German Aerospace Center (DLR), Earth Observation Center,Photogrammetry and Image Analysis Department,Berlin,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Earth Observation Center,Photogrammetry and Image Analysis Department,Berlin,Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7353,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70046948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"8541","last_page":"8546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.7316774129867554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7134202718734741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.554661750793457},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4393559396266937},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36915141344070435},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3444802761077881},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13994070887565613}],"concepts":[{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.7316774129867554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134202718734741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.554661750793457},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4393559396266937},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36915141344070435},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3444802761077881},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13994070887565613},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642339","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:206806","is_oa":true,"landing_page_url":"https://doi.org/10.1109/IGARSS53475.2024.10642339>.","pdf_url":"https://elib.dlr.de/206806/1/Manuscript_IGARSS_2024___EP-2.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Konferenzbeitrag"}],"best_oa_location":{"id":"pmh:oai:elib.dlr.de:206806","is_oa":true,"landing_page_url":"https://doi.org/10.1109/IGARSS53475.2024.10642339>.","pdf_url":"https://elib.dlr.de/206806/1/Manuscript_IGARSS_2024___EP-2.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Konferenzbeitrag"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4234725535","display_name":null,"funder_award_id":"57645446","funder_id":"https://openalex.org/F4320320875","funder_display_name":"Deutscher Akademischer Austauschdienst"}],"funders":[{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402260241.pdf","grobid_xml":"https://content.openalex.org/works/W4402260241.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1772504446","https://openalex.org/W1901129140","https://openalex.org/W2019605235","https://openalex.org/W2024165284","https://openalex.org/W2025745000","https://openalex.org/W2056435747","https://openalex.org/W2089433206","https://openalex.org/W2167801938","https://openalex.org/W2344328155","https://openalex.org/W2500751094","https://openalex.org/W2548476632","https://openalex.org/W2572303978","https://openalex.org/W2918408501","https://openalex.org/W2980322467","https://openalex.org/W2991616716","https://openalex.org/W3010543939","https://openalex.org/W3045331167","https://openalex.org/W3119191421","https://openalex.org/W4287689466","https://openalex.org/W4313140347","https://openalex.org/W6781905506"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W3009238340","https://openalex.org/W2229312674","https://openalex.org/W2951359407"],"abstract_inverted_index":{"Currently,":[0],"some":[1],"of":[2,19,32,36,51,56,64,141],"the":[3,30,49,52,62,90,93,98,138],"implemented":[4],"atmospheric":[5],"correction":[6],"processors":[7],"for":[8,42,48],"remote":[9],"sensing":[10],"spectral":[11,20,37,54,59,79],"sensors,":[12,58],"use":[13,31],"masking":[14,73],"algorithms":[15],"based":[16,82,109],"on":[17,83,110],"thresholding":[18,60],"indices":[21],"with":[22,92],"sensor":[23],"Top-Of-Atmosphere":[24],"(TOA)":[25],"reflectance.":[26],"This":[27],"concept":[28],"allows":[29],"a":[33,72,84,116],"limited":[34],"amount":[35],"bands,":[38],"which":[39,75],"is":[40,121],"optimal":[41],"multi-spectral":[43],"sensors":[44],"(~10-20":[45],"bands),":[46],"but":[47],"case":[50],"high":[53],"dimensionality":[55],"hyper-spectral":[57],"underutilizes":[61],"number":[63],"available":[65,94],"bands.":[66],"Given":[67],"this":[68],"limitation,":[69],"we":[70],"propose":[71],"algorithm":[74],"performs":[76],"spatial":[77],"and":[78],"feature":[80],"extraction":[81],"2D":[85],"convolutional":[86],"neural":[87],"network,":[88],"fitting":[89],"model":[91],"classification":[95,132],"maps":[96,133],"from":[97,137],"Python-based":[99],"Atmospheric":[100],"COrrection":[101],"(PACO)":[102],"processor.":[103],"The":[104,119,130],"training":[105],"samples":[106],"are":[107],"selected":[108],"their":[111],"uncertainty":[112],"to":[113,115],"belong":[114],"given":[117],"class,":[118],"validation":[120],"performed":[122],"using":[123],"two":[124],"independent":[125],"human":[126],"expert":[127],"labelled":[128],"datasets.":[129],"resulting":[131],"show":[134],"an":[135],"improvement":[136],"original":[139],"ones":[140],"PACO.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}