{"id":"https://openalex.org/W4388893765","doi":"https://doi.org/10.1109/tencon58879.2023.10322528","title":"Application of a U-Net Segmentation Model in Land Cover Classification for Use in Automated Data Prefiltering Onboard Nanosatellites","display_name":"Application of a U-Net Segmentation Model in Land Cover Classification for Use in Automated Data Prefiltering Onboard Nanosatellites","publication_year":2023,"publication_date":"2023-10-31","ids":{"openalex":"https://openalex.org/W4388893765","doi":"https://doi.org/10.1109/tencon58879.2023.10322528"},"language":"en","primary_location":{"id":"doi:10.1109/tencon58879.2023.10322528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon58879.2023.10322528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON)","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/A5073859939","display_name":"Ramiel Deticio","orcid":null},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ramiel Deticio","raw_affiliation_strings":["Gokongwei College of Engineering, De La Salle University,Manila,Philippines","Gokongwei College of Engineering, De La Salle University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University,Manila,Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084335648","display_name":"Argel A. Bandala","orcid":"https://orcid.org/0000-0002-3568-4858"},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Argel Bandala","raw_affiliation_strings":["Gokongwei College of Engineering, De La Salle University,Manila,Philippines","Gokongwei College of Engineering, De La Salle University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University,Manila,Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017907414","display_name":"John Anthony C. Jose","orcid":"https://orcid.org/0000-0002-5876-8018"},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"John Anthony Jose","raw_affiliation_strings":["Gokongwei College of Engineering, De La Salle University,Manila,Philippines","Gokongwei College of Engineering, De La Salle University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University,Manila,Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014017066","display_name":"Ronnie Concepcion","orcid":"https://orcid.org/0000-0002-7611-1562"},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ronnie Concepcion Ii","raw_affiliation_strings":["Gokongwei College of Engineering, De La Salle University,Manila,Philippines","Gokongwei College of Engineering, De La Salle University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University,Manila,Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022612384","display_name":"Mark Angelo C. Purio","orcid":"https://orcid.org/0000-0002-8909-9566"},"institutions":[{"id":"https://openalex.org/I103193709","display_name":"Adamson University","ror":"https://ror.org/00xbjad38","country_code":"PH","type":"education","lineage":["https://openalex.org/I103193709"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Mark Angelo Purio","raw_affiliation_strings":["College of Engineering, Adamson University,Manila,Philippines","College of Engineering, Adamson University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Adamson University,Manila,Philippines","institution_ids":["https://openalex.org/I103193709"]},{"raw_affiliation_string":"College of Engineering, Adamson University, Manila, Philippines","institution_ids":["https://openalex.org/I103193709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007121660","display_name":"Edwin Sybingco","orcid":"https://orcid.org/0000-0003-1296-3616"},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Edwin Sybingco","raw_affiliation_strings":["Gokongwei College of Engineering, De La Salle University,Manila,Philippines","Gokongwei College of Engineering, De La Salle University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University,Manila,Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022168611","display_name":"Richard Josiah Tan Ai","orcid":null},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Richard Josiah Tan Ai","raw_affiliation_strings":["Gokongwei College of Engineering, De La Salle University,Manila,Philippines","Gokongwei College of Engineering, De La Salle University, Manila, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University,Manila,Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Gokongwei College of Engineering, De La Salle University, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6862,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94870375,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12449","display_name":"Spacecraft Design and Technology","score":0.9635000228881836,"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"}},"topics":[{"id":"https://openalex.org/T12449","display_name":"Spacecraft Design and Technology","score":0.9635000228881836,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9394000172615051,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/computer-science","display_name":"Computer science","score":0.7864425182342529},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.6188127994537354},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5641409158706665},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5620917677879333},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5206472277641296},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.513293445110321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.495510458946228},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4788234531879425},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.445615291595459},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4202459156513214},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4158391058444977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37800201773643494},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3524168133735657},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16269299387931824},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14558178186416626},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.1403961181640625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09963199496269226},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.09415581822395325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7864425182342529},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.6188127994537354},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5641409158706665},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5620917677879333},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5206472277641296},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.513293445110321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.495510458946228},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4788234531879425},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.445615291595459},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4202459156513214},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4158391058444977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37800201773643494},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3524168133735657},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16269299387931824},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14558178186416626},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.1403961181640625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09963199496269226},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.09415581822395325},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon58879.2023.10322528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon58879.2023.10322528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1745334888","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1923697677","https://openalex.org/W2112796928","https://openalex.org/W2734349601","https://openalex.org/W2804199516","https://openalex.org/W2898905334","https://openalex.org/W2955425717","https://openalex.org/W2963881378","https://openalex.org/W3012002440","https://openalex.org/W3042088791","https://openalex.org/W3113229535","https://openalex.org/W3132455321","https://openalex.org/W3168997536","https://openalex.org/W3206673181","https://openalex.org/W4297775537","https://openalex.org/W6640295612","https://openalex.org/W6737664043","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W2058118494","https://openalex.org/W2392768766","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2043913960","https://openalex.org/W3129683637"],"abstract_inverted_index":{"The":[0,124],"limited":[1],"physical":[2],"constraints":[3],"of":[4,17,21,25,42,109,116,146,155],"nanosatellites":[5],"due":[6],"to":[7,13,29,37,57,68,151,162,169],"their":[8,11],"size,":[9],"hinders":[10],"ability":[12],"transmit":[14,58],"large":[15],"amounts":[16],"image":[18,120],"data.":[19],"Because":[20],"this,":[22],"the":[23,39,52,54,63,84,89,107,117,133,153],"use":[24],"machine":[26],"learning":[27],"methods":[28],"filter":[30],"data":[31,85,174],"onboard":[32],"has":[33],"become":[34],"more":[35,95,101,118],"prominent":[36,119],"increase":[38],"bandwidth":[40,55,98],"efficiency":[41],"these":[43,60,100],"devices.":[44],"By":[45],"having":[46,75],"an":[47,141],"AI-based":[48],"classification":[49,138],"system":[50,77,176],"for":[51,99,177],"images,":[53],"necessary":[56],"all":[59],"images":[61],"and":[62,97,128,159],"tradeoff":[64],"when":[65],"it":[66],"comes":[67],"storage,":[69],"can":[70,82],"potentially":[71],"be":[72],"offloaded":[73],"through":[74],"a":[76,157,171],"which":[78,87,167],"generates":[79],"metadata":[80],"that":[81],"indicate":[83],"samples":[86],"offer":[88],"most":[90],"usability,":[91],"thus":[92],"freeing":[93],"up":[94],"space":[96],"important":[102],"samples.":[103],"This":[104,148],"study":[105,149],"explores":[106],"task":[108],"land":[110,136],"cover":[111,137],"classification,":[112],"by":[113],"utilizing":[114],"one":[115],"segmentation":[121],"models,":[122],"U-Net.":[123],"model":[125],"is":[126,160],"implemented":[127],"evaluated":[129],"using":[130,132],"Pytorch":[131],"DeepGlobe":[134],"2018":[135],"dataset,":[139],"achieving":[140],"average":[142],"class":[143],"IoU":[144],"score":[145],"0.68.":[147],"seeks":[150,168],"support":[152,163],"viability":[154],"such":[156],"solution":[158],"intended":[161],"any":[164],"future":[165],"work":[166],"implement":[170],"fully":[172],"automated":[173],"prefiltering":[175],"satellite":[178],"imagery.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
