{"id":"https://openalex.org/W4403919086","doi":"https://doi.org/10.1109/ic3ina64086.2024.10732147","title":"Multi-Temporal Cloud Removal of Satellite Image for Surface Water Segmentation","display_name":"Multi-Temporal Cloud Removal of Satellite Image for Surface Water Segmentation","publication_year":2024,"publication_date":"2024-10-09","ids":{"openalex":"https://openalex.org/W4403919086","doi":"https://doi.org/10.1109/ic3ina64086.2024.10732147"},"language":"en","primary_location":{"id":"doi:10.1109/ic3ina64086.2024.10732147","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3ina64086.2024.10732147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computer, Control, Informatics and its Applications (IC3INA)","raw_type":"proceedings-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/A5063073596","display_name":"Suhardiman Suhardiman","orcid":"https://orcid.org/0009-0002-8312-8407"},"institutions":[{"id":"https://openalex.org/I92961808","display_name":"Riau University","ror":"https://ror.org/00nk7p507","country_code":"ID","type":"education","lineage":["https://openalex.org/I92961808"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Suhardiman","raw_affiliation_strings":["Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia","institution_ids":["https://openalex.org/I92961808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086747932","display_name":"Roni Salambue","orcid":"https://orcid.org/0000-0002-7015-0253"},"institutions":[{"id":"https://openalex.org/I92961808","display_name":"Riau University","ror":"https://ror.org/00nk7p507","country_code":"ID","type":"education","lineage":["https://openalex.org/I92961808"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Roni Salambue","raw_affiliation_strings":["Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia","institution_ids":["https://openalex.org/I92961808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085541803","display_name":"Andre Sihombing","orcid":"https://orcid.org/0000-0002-5607-8160"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andre Sihombing","raw_affiliation_strings":["National Research and Innovation Agency (BRIN),Research Center for Data and Information Sciences,Bandung,Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency (BRIN),Research Center for Data and Information Sciences,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114467226","display_name":"Ira Maryati","orcid":null},"institutions":[{"id":"https://openalex.org/I92961808","display_name":"Riau University","ror":"https://ror.org/00nk7p507","country_code":"ID","type":"education","lineage":["https://openalex.org/I92961808"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ira Maryati","raw_affiliation_strings":["Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia","institution_ids":["https://openalex.org/I92961808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000201323","display_name":"Lia Sadita","orcid":"https://orcid.org/0000-0003-4170-4699"},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":null,"type":"funder","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Lia Sadita","raw_affiliation_strings":["National Research and Innovation Agency (BRIN),Research Center for Data and Information Sciences,Bandung,Indonesia"],"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency (BRIN),Research Center for Data and Information Sciences,Bandung,Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013216104","display_name":"Aruni Yasmin Azizah","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aruni Yasmin Azizah","raw_affiliation_strings":["Universitas Indonesia,Faculty of Computer Science,Depok,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Indonesia,Faculty of Computer Science,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059646654","display_name":"Zul Indra","orcid":"https://orcid.org/0000-0003-3694-1956"},"institutions":[{"id":"https://openalex.org/I92961808","display_name":"Riau University","ror":"https://ror.org/00nk7p507","country_code":"ID","type":"education","lineage":["https://openalex.org/I92961808"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Zul Indra","raw_affiliation_strings":["Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia","institution_ids":["https://openalex.org/I92961808"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064875109","display_name":"Gita Sastria","orcid":null},"institutions":[{"id":"https://openalex.org/I92961808","display_name":"Riau University","ror":"https://ror.org/00nk7p507","country_code":"ID","type":"education","lineage":["https://openalex.org/I92961808"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Gita Sastria","raw_affiliation_strings":["Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Riau,Department of Computer Science,Pekanbaru,Indonesia","institution_ids":["https://openalex.org/I92961808"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063073596"],"corresponding_institution_ids":["https://openalex.org/I92961808"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16813424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9190999865531921,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9190999865531921,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/cloud-computing","display_name":"Cloud computing","score":0.685721755027771},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6651442050933838},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6051474809646606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5997610092163086},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.5582900643348694},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5393872261047363},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.502631425857544},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5011224746704102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46800318360328674},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4127028286457062},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4036206007003784},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3152233958244324},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07093092799186707},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.053481459617614746}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.685721755027771},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6651442050933838},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6051474809646606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5997610092163086},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.5582900643348694},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5393872261047363},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.502631425857544},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5011224746704102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46800318360328674},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4127028286457062},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4036206007003784},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3152233958244324},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07093092799186707},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.053481459617614746},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3ina64086.2024.10732147","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3ina64086.2024.10732147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computer, Control, Informatics and its Applications (IC3INA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317162","display_name":"Universitas Riau","ror":"https://ror.org/05gnea559"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2566143549","https://openalex.org/W2759016614","https://openalex.org/W2784280192","https://openalex.org/W2798305197","https://openalex.org/W2989187495","https://openalex.org/W3172355168","https://openalex.org/W4289655539","https://openalex.org/W4312956340","https://openalex.org/W4389459071","https://openalex.org/W4391103872","https://openalex.org/W4392606012","https://openalex.org/W6750656266"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W2802581102","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Satellite":[0],"imagery":[1],"utilization":[2],"for":[3,167,214],"water":[4,116,236],"surface":[5,235],"monitoring":[6],"faces":[7],"challenges":[8],"in":[9,64,227],"the":[10,17,25,31,38,54,65,74,79,111,114,120,125,146,177,222,232],"presence":[11],"of":[12,99,104,113,155,158,165,224,234],"clouds":[13],"that":[14,221],"interfere":[15],"with":[16,95,172],"segmentation":[18,117],"process.":[19,82],"This":[20,41],"study":[21],"aims":[22],"to":[23,46,144,184,194,199,208],"overcome":[24],"problem":[26],"by":[27],"implementing":[28],"and":[29,78,101,124,139,160,180,186,201,205,210],"developing":[30],"Multi-temporal":[32],"Cloud":[33],"Removal":[34],"MCR":[35,56,85,127,168],"method":[36,57],"at":[37],"pre-processing":[39],"stage.":[40],"research":[42,109],"uses":[43,133],"(MCR)":[44],"approach":[45],"produce":[47],"cloud-free":[48],"satellite":[49,122,228],"images.":[50,169],"The":[51,83,129,149,218],"difference":[52],"from":[53,59,89],"current":[55],"comes":[58],"using":[60],"a":[61,70,102,152,161],"red":[62],"band":[63],"cloud":[66,75,90,173,191,216,225],"detection":[67],"step,":[68],"adding":[69],"dilation":[71],"process":[72,132],"on":[73],"masking":[76],"result,":[77],"pixel":[80],"mapping":[81],"best":[84],"results":[86,219],"are":[87],"obtained":[88],"cover":[91,174,192,226],"percentages":[92],"below":[93,175],"20%":[94],"an":[96],"NRMSE":[97],"value":[98],"0.156":[100],"PSNR":[103],"29.815.":[105],"In":[106],"addition,":[107],"this":[108],"compares":[110],"accuracy":[112,233],"U-net":[115],"model":[118,130,150],"between":[119],"original":[121],"image":[123],"resulting":[126],"data.":[128],"evaluation":[131],"binary":[134,162],"cross-entropy":[135,163],"loss,":[136],"dice":[137],"coefficient,":[138],"intersection":[140],"over":[141],"union":[142],"(IoU)":[143],"check":[145],"model's":[147],"performance.":[148],"achieved":[151],"Dice":[153,178],"coefficient":[154,179],"0,842,":[156],"IoU":[157,181],"0.913":[159],"loss":[164],"0,137":[166],"For":[170],"images":[171,229],"20%,":[176],"slightly":[182],"decreased":[183,207],"0.819":[185],"0.892":[187],"(loss:":[188,203,212],"0.1563).":[189],"As":[190],"increased":[193],"20-40%,":[195],"these":[196],"values":[197],"dropped":[198],"0.687":[200],"0.812":[202],"0.25)":[204],"further":[206],"0.546":[209],"0.706":[211],"0.2656)":[213],"40-60%":[215],"cover.":[217],"demonstrate":[220],"percentage":[223],"significantly":[230],"influences":[231],"segmentation.":[237]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
