{"id":"https://openalex.org/W4308659649","doi":"https://doi.org/10.1109/vlsi-soc54400.2022.9939585","title":"SoC FPGA Acceleration for Semantic Segmentation of Clouds in Satellite Images","display_name":"SoC FPGA Acceleration for Semantic Segmentation of Clouds in Satellite Images","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4308659649","doi":"https://doi.org/10.1109/vlsi-soc54400.2022.9939585"},"language":"en","primary_location":{"id":"doi:10.1109/vlsi-soc54400.2022.9939585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-soc54400.2022.9939585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IFIP/IEEE 30th International Conference on Very Large Scale Integration (VLSI-SoC)","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/A5047558941","display_name":"Elissaios Alexios Papatheofanous","orcid":"https://orcid.org/0000-0002-4286-0098"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"E. A. Papatheofanous","raw_affiliation_strings":["National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076848634","display_name":"Ph. Tziolos","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ph. Tziolos","raw_affiliation_strings":["National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029739576","display_name":"Vasileios Kalekis","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"V. Kalekis","raw_affiliation_strings":["National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027630418","display_name":"Tz. Amrou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137761","display_name":"Inaccess (Greece)","ror":"https://ror.org/03wyknn52","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210137761"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Tz. Amrou","raw_affiliation_strings":["InAccess Networks,Athens,Greece,15125"],"affiliations":[{"raw_affiliation_string":"InAccess Networks,Athens,Greece,15125","institution_ids":["https://openalex.org/I4210137761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068698792","display_name":"G. Konstantoulakis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137761","display_name":"Inaccess (Greece)","ror":"https://ror.org/03wyknn52","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210137761"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"G. Konstantoulakis","raw_affiliation_strings":["InAccess Networks,Athens,Greece,15125"],"affiliations":[{"raw_affiliation_string":"InAccess Networks,Athens,Greece,15125","institution_ids":["https://openalex.org/I4210137761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087922552","display_name":"Georgios Venitourakis","orcid":"https://orcid.org/0009-0009-7660-2642"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"G. Venitourakis","raw_affiliation_strings":["National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030998325","display_name":"Dionysios Reisis","orcid":"https://orcid.org/0000-0002-9265-3599"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"D. Reisis","raw_affiliation_strings":["National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Electronics Lab,Department of Physics,Athens,Greece,15784","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047558941"],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":0.604,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6761028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9861000180244446,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8140578866004944},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7952102422714233},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7545119524002075},{"id":"https://openalex.org/keywords/mpsoc","display_name":"MPSoC","score":0.7146480679512024},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6132510304450989},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5486692190170288},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5268420577049255},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4907151460647583},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4278873801231384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38845059275627136},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36456215381622314},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.29845401644706726},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11149856448173523},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10551410913467407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140578866004944},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7952102422714233},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7545119524002075},{"id":"https://openalex.org/C2777187653","wikidata":"https://www.wikidata.org/wiki/Q975106","display_name":"MPSoC","level":3,"score":0.7146480679512024},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6132510304450989},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5486692190170288},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5268420577049255},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4907151460647583},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4278873801231384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38845059275627136},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36456215381622314},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.29845401644706726},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11149856448173523},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10551410913467407}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlsi-soc54400.2022.9939585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-soc54400.2022.9939585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IFIP/IEEE 30th International Conference on Very Large Scale Integration (VLSI-SoC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2772113108","https://openalex.org/W2981804141","https://openalex.org/W2983717970","https://openalex.org/W3035855442","https://openalex.org/W3113229535","https://openalex.org/W3147951545","https://openalex.org/W4206415148","https://openalex.org/W4224109404","https://openalex.org/W6779813529","https://openalex.org/W6912801935"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W2348165886","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4225949190","https://openalex.org/W1967938402","https://openalex.org/W2386041993","https://openalex.org/W2077635501","https://openalex.org/W1608572506","https://openalex.org/W2017785526"],"abstract_inverted_index":{"During":[0],"the":[1,4,8,11,16,19,24,27,30,48,52,56,69,73,80,83,91,100,104,107,111,116,125,130],"past":[2],"decades":[3],"reports":[5,38],"produced":[6],"by":[7,102,123],"satellites":[9],"regarding":[10],"clouds":[12],"became":[13],"important":[14],"for":[15,23,58],"weather":[17],"prediction,":[18],"climate":[20],"and":[21,26,39,61,82,115],"lately":[22],"generation":[25],"distribution":[28],"of":[29,55,75,106],"solar":[31],"power.":[32],"Image":[33],"segmentation":[34],"techniques":[35],"produce":[36],"these":[37],"they":[40],"exploit":[41],"convolutional":[42],"neural":[43],"networks":[44],"(CNNs)":[45],"to":[46,98,128],"improve":[47],"accuracy":[49],"results":[50,120],"at":[51,65],"expense":[53],"though":[54],"requirements":[57],"execution":[59,84,105],"time":[60],"hardware":[62],"resources.":[63],"Aiming":[64],"improving":[66],"this":[67],"trade-off":[68],"current":[70],"work":[71],"studies":[72,96],"design":[74],"a":[76,86,134],"CNN":[77,132],"model":[78],"targeting":[79],"placement":[81],"on":[85,133],"SoC":[87],"FPGA":[88],"while":[89],"keeping":[90],"high":[92],"accuracy.":[93],"Moreover,":[94],"it":[95],"how":[97],"optimize":[99],"performance":[101],"distributing":[103],"CNN\u2019s":[108],"functions":[109],"among":[110],"SoC\u2019s":[112,117],"IP":[113],"cores":[114],"logic.":[118],"The":[119],"are":[121],"validated":[122],"using":[124],"Vitis-AI":[126],"framework":[127],"implement":[129],"proposed":[131],"Xilinx":[135],"Zynq":[136],"UltraScale+":[137],"MPSoC":[138],"ZCU104":[139],"board.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
