{"id":"https://openalex.org/W2747934308","doi":"https://doi.org/10.1109/recosoc.2017.8016152","title":"High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier","display_name":"High-level design using Intel FPGA OpenCL: A hyperspectral imaging spatial-spectral classifier","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2747934308","doi":"https://doi.org/10.1109/recosoc.2017.8016152","mag":"2747934308"},"language":"en","primary_location":{"id":"doi:10.1109/recosoc.2017.8016152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/recosoc.2017.8016152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5084472232","display_name":"Rolando Enrique D. Domingo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Domingo","raw_affiliation_strings":["Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055706093","display_name":"Rub\u00e9n Salvador","orcid":"https://orcid.org/0000-0002-0021-5808"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Salvador","raw_affiliation_strings":["Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045090259","display_name":"Himar Fabelo","orcid":"https://orcid.org/0000-0002-9794-490X"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"H. Fabelo","raw_affiliation_strings":["Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005244496","display_name":"Daniel Madro\u00f1al","orcid":"https://orcid.org/0000-0001-5994-7440"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D. Madronal","raw_affiliation_strings":["Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013980644","display_name":"Samuel Ortega","orcid":"https://orcid.org/0000-0002-7519-954X"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"S. Ortega","raw_affiliation_strings":["Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064256426","display_name":"Raquel Lazcano","orcid":"https://orcid.org/0000-0002-2645-6749"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Lazcano","raw_affiliation_strings":["Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073876341","display_name":"Eduardo Ju\u00e1rez","orcid":"https://orcid.org/0000-0002-6096-1511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Juarez","raw_affiliation_strings":["Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037084402","display_name":"Gustavo M. Callic\u00f3","orcid":"https://orcid.org/0000-0002-3784-5504"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"G. Callico","raw_affiliation_strings":["Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria (ULPGC), Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004708657","display_name":"C. Sanz","orcid":"https://orcid.org/0000-0002-2411-9132"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Sanz","raw_affiliation_strings":["Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre on Software Technologies and Multimedia Systems (CITSEM), Universidad Polit\u00e9nica de Madrid (UPM), Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0644,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.96420095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/computer-science","display_name":"Computer science","score":0.852247953414917},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6837245225906372},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6106899380683899},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5775900483131409},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.4513470530509949},{"id":"https://openalex.org/keywords/xeon","display_name":"Xeon","score":0.4437206983566284},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"High-level synthesis","score":0.4421420097351074},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4239356517791748},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3800259828567505},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.379297137260437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3044886589050293},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21234667301177979}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.852247953414917},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6837245225906372},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6106899380683899},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5775900483131409},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.4513470530509949},{"id":"https://openalex.org/C145108525","wikidata":"https://www.wikidata.org/wiki/Q656154","display_name":"Xeon","level":2,"score":0.4437206983566284},{"id":"https://openalex.org/C58013763","wikidata":"https://www.wikidata.org/wiki/Q5754574","display_name":"High-level synthesis","level":3,"score":0.4421420097351074},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4239356517791748},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3800259828567505},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.379297137260437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3044886589050293},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21234667301177979},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/recosoc.2017.8016152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/recosoc.2017.8016152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC)","raw_type":"proceedings-article"},{"id":"pmh:oai:accedacris.ulpgc.es:10553/46811","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/46811","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"12th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip, ReCoSoC 2017 - Proceedings (8016152)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2742404928","display_name":"HypErspectraL Imaging Cancer Detection","funder_award_id":"618080","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4358921014","display_name":null,"funder_award_id":"ICT-2011","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5192006091","display_name":null,"funder_award_id":"ICT-2011.9.2","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1487564550","https://openalex.org/W1532610010","https://openalex.org/W1558703166","https://openalex.org/W1977791453","https://openalex.org/W2001298023","https://openalex.org/W2013482901","https://openalex.org/W2055069115","https://openalex.org/W2067782748","https://openalex.org/W2087263574","https://openalex.org/W2103431534","https://openalex.org/W2221243399","https://openalex.org/W2253595223","https://openalex.org/W2524530727","https://openalex.org/W2524901373","https://openalex.org/W2574797063","https://openalex.org/W2585164556","https://openalex.org/W2585774018","https://openalex.org/W2591633287","https://openalex.org/W4247431052"],"related_works":["https://openalex.org/W2154523322","https://openalex.org/W2083200807","https://openalex.org/W2364195017","https://openalex.org/W2049983405","https://openalex.org/W2355430452","https://openalex.org/W1603137082","https://openalex.org/W2072166414","https://openalex.org/W2392315374","https://openalex.org/W2531450434","https://openalex.org/W2065409092"],"abstract_inverted_index":{"Current":[0],"computational":[1],"demands":[2],"require":[3,27],"increasing":[4],"designer's":[5,36],"efficiency":[6],"and":[7,31,83,135,152],"system":[8],"performance":[9],"per":[10],"watt.":[11],"A":[12],"broadly":[13],"accepted":[14],"solution":[15],"for":[16,81,86,91,104],"efficient":[17],"accelerators":[18],"implementation":[19,122],"is":[20,59,69,130,179],"reconfigurable":[21],"computing.":[22],"However,":[23],"typical":[24],"HDL":[25],"methodologies":[26],"very":[28],"specific":[29,137],"skills":[30,178],"a":[32,95,105,118,147,158,172],"considerable":[33,173],"amount":[34,174],"of":[35,94,175],"time.":[37],"Despite":[38],"the":[39,48,84,89,92,125,167],"new":[40],"approaches":[41],"to":[42,64,164],"high-level":[43],"synthesis":[44,129],"like":[45],"OpenCL,":[46],"given":[47,163],"large":[49],"heterogeneity":[50],"in":[51,146],"today's":[52],"devices":[53],"(manycore,":[54],"CPUs,":[55],"GPUs,":[56],"FPGAs),":[57],"there":[58],"no":[60],"one-fits-all":[61],"solution,":[62],"so":[63],"maximize":[65],"performance,":[66],"platform-driven":[67],"optimization":[68],"needed.":[70,180],"This":[71],"paper":[72],"reviews":[73],"some":[74],"latest":[75],"works":[76],"using":[77,109],"Intel":[78,110],"FPGA":[79,111],"SDK":[80],"OpenCL":[82,112],"strategies":[85],"optimization,":[87],"evaluating":[88],"framework":[90],"design":[93,177],"hyperspectral":[96],"image":[97],"spatial-spectral":[98],"classifier":[99],"accelerator.":[100],"Results":[101,139],"are":[102,144],"reported":[103],"Cyclone":[106],"V":[107],"SoC":[108],"Offline":[113],"Compiler":[114],"16.0":[115],"out-of-the-box.":[116],"From":[117],"common":[119],"baseline":[120],"C":[121],"running":[123],"on":[124],"embedded":[126,153],"ARM\u00aeCortex\u00ae-A9,":[127],"OpenCL-based":[128],"evaluated":[131],"applying":[132],"different":[133],"generic":[134],"vendor":[136],"optimizations.":[138],"show":[140],"how":[141],"reasonable":[142],"speedups":[143],"obtained":[145],"device":[148],"with":[149],"scarce":[150],"computing":[151],"memory":[154],"resources.":[155],"It":[156],"seems":[157],"great":[159],"step":[160],"has":[161],"been":[162],"effectively":[165],"raise":[166],"abstraction":[168],"level,":[169],"but":[170],"still,":[171],"HW":[176]},"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":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
