{"id":"https://openalex.org/W2588578908","doi":"https://doi.org/10.1109/dasip.2016.7853795","title":"ELM-based hyperspectral imagery processor for onboard real-time classification","display_name":"ELM-based hyperspectral imagery processor for onboard real-time classification","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2588578908","doi":"https://doi.org/10.1109/dasip.2016.7853795","mag":"2588578908"},"language":"en","primary_location":{"id":"doi:10.1109/dasip.2016.7853795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasip.2016.7853795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","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/A5010198168","display_name":"Koldo Basterretxea","orcid":"https://orcid.org/0000-0002-5934-4735"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Koldo Basterretxea","raw_affiliation_strings":["Dept. Electronics Technology, University of the Basque Country (UPV/EHU), Bilbao, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Electronics Technology, University of the Basque Country (UPV/EHU), Bilbao, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085064790","display_name":"Unai Martinez-Corral","orcid":"https://orcid.org/0000-0003-1752-9181"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Unai Martinez-Corral","raw_affiliation_strings":["Dept. Electronics Technology, University of the Basque Country (UPV/EHU), Bilbao, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Electronics Technology, University of the Basque Country (UPV/EHU), Bilbao, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030087510","display_name":"Ra\u00fal Finker","orcid":"https://orcid.org/0000-0001-6725-5209"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raul Finker","raw_affiliation_strings":["Dept. Electricity and Electronics, University of the Basque Country (UPV/EHU), Leioa, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Electricity and Electronics, University of the Basque Country (UPV/EHU), Leioa, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077493865","display_name":"I. del Campo","orcid":"https://orcid.org/0000-0002-6378-5357"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ines del Campo","raw_affiliation_strings":["Dept. Electricity and Electronics, University of the Basque Country (UPV/EHU), Leioa, Basque Country, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Electricity and Electronics, University of the Basque Country (UPV/EHU), Leioa, Basque Country, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010198168"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":1.2854,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8790026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":null,"first_page":"43","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9932000041007996,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9758999943733215,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9334880113601685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7636001110076904},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5550534725189209},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.5203625559806824},{"id":"https://openalex.org/keywords/imaging-spectrometer","display_name":"Imaging spectrometer","score":0.4648299217224121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46147534251213074},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45105376839637756},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4332488477230072},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.42807090282440186},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3750394582748413},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37018248438835144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.20373615622520447},{"id":"https://openalex.org/keywords/spectrometer","display_name":"Spectrometer","score":0.13835486769676208},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10418963432312012}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9334880113601685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7636001110076904},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5550534725189209},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.5203625559806824},{"id":"https://openalex.org/C183852935","wikidata":"https://www.wikidata.org/wiki/Q6002848","display_name":"Imaging spectrometer","level":3,"score":0.4648299217224121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46147534251213074},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45105376839637756},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4332488477230072},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.42807090282440186},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3750394582748413},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37018248438835144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.20373615622520447},{"id":"https://openalex.org/C33390570","wikidata":"https://www.wikidata.org/wiki/Q188463","display_name":"Spectrometer","level":2,"score":0.13835486769676208},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10418963432312012},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dasip.2016.7853795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasip.2016.7853795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.75,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1601538959","https://openalex.org/W1975435738","https://openalex.org/W1995347266","https://openalex.org/W2009286595","https://openalex.org/W2011731909","https://openalex.org/W2014987223","https://openalex.org/W2017212187","https://openalex.org/W2022470997","https://openalex.org/W2026131661","https://openalex.org/W2060173047","https://openalex.org/W2061065224","https://openalex.org/W2085348615","https://openalex.org/W2087263574","https://openalex.org/W2096553553","https://openalex.org/W2097238823","https://openalex.org/W2111072639","https://openalex.org/W2119571645","https://openalex.org/W2131697388","https://openalex.org/W2134663338","https://openalex.org/W2141074103","https://openalex.org/W2154991996","https://openalex.org/W2164437025","https://openalex.org/W2171171329","https://openalex.org/W2546090074"],"related_works":["https://openalex.org/W2746742660","https://openalex.org/W2082586825","https://openalex.org/W2561005839","https://openalex.org/W2119473622","https://openalex.org/W2474469778","https://openalex.org/W2944460852","https://openalex.org/W2138540356","https://openalex.org/W2171464537","https://openalex.org/W1529476013","https://openalex.org/W2000725643"],"abstract_inverted_index":{"Hyperspectral":[0],"imagery":[1,62,137],"is":[2],"being":[3],"widely":[4],"used":[5],"for":[6,107,134],"accurate":[7],"object":[8],"detection":[9],"and":[10,26,37,80,114,118,129],"terrain":[11],"feature":[12],"classification.":[13],"Modern":[14],"imaging":[15],"spectrometers":[16],"produce":[17,125],"huge":[18],"amounts":[19],"of":[20,59,76,102,110],"data":[21,38],"that":[22,78],"are":[23],"compressed":[24],"onboard":[25,66,135],"downloaded":[27],"to":[28,31,46,54,124],"ground":[29],"stations":[30],"be":[32],"processed.":[33],"Increasing":[34],"spectral":[35],"resolution":[36],"acquisition":[39],"rates":[40],"demand":[41],"more":[42],"efficient":[43],"compression":[44],"techniques":[45],"meet":[47],"downlink":[48],"bandwidth":[49],"restrictions.":[50],"A":[51],"different":[52],"approach":[53],"reducing":[55],"data-transfer":[56],"bottlenecks":[57],"consists":[58],"processing":[60,67],"hyperspectral":[61,83,136],"information":[63],"onboard.":[64],"Real-time":[65],"would,":[68],"at":[69],"the":[70,74,100,108],"same":[71],"time,":[72],"broaden":[73],"scope":[75],"missions":[77],"spacecrafts":[79],"aircrafts":[81],"carrying":[82],"cameras":[84],"could":[85],"fulfill":[86],"by":[87],"providing":[88],"them":[89],"with":[90],"immediate":[91],"decision-making":[92],"capacity":[93],"in":[94],"critical":[95],"circumstances.":[96],"This":[97],"paper":[98],"investigates":[99],"use":[101],"Extreme":[103],"Learning":[104],"Machines":[105],"(ELMs)":[106],"classification":[109],"high":[111,126],"dimensional":[112],"data,":[113],"how":[115],"specialized":[116],"hardware":[117],"application-specific":[119],"processor":[120],"design":[121],"can":[122],"help":[123],"performance,":[127],"lightweight,":[128],"reduced":[130],"power":[131],"consumption":[132],"systems":[133],"processing.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
