{"id":"https://openalex.org/W4390693422","doi":"https://doi.org/10.1109/icecs58634.2023.10382745","title":"Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving*","display_name":"Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving*","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4390693422","doi":"https://doi.org/10.1109/icecs58634.2023.10382745"},"language":"en","primary_location":{"id":"doi:10.1109/icecs58634.2023.10382745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs58634.2023.10382745","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2411.17543","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063134157","display_name":"Jon Guti\u00e9rrez\u2010Zaballa","orcid":"https://orcid.org/0000-0002-6633-4148"},"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":"Jon Guti\u00e9rrez-Zaballa","raw_affiliation_strings":["University of the Basque Country,Department of Electronics Technology,Bilbao,Spain","Department of Electronics Technology, University of the Basque Country, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Department of Electronics Technology,Bilbao,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Electronics Technology, University of the Basque Country, Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","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":false,"raw_author_name":"Koldo Basterretxea","raw_affiliation_strings":["University of the Basque Country,Department of Electronics Technology,Bilbao,Spain","Department of Electronics Technology, University of the Basque Country, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Department of Electronics Technology,Bilbao,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Electronics Technology, University of the Basque Country, Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091794040","display_name":"Javier Echanobe","orcid":"https://orcid.org/0000-0002-1064-2555"},"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":"Javier Echanobe","raw_affiliation_strings":["University of the Basque Country,Department of Electricity and Electronics,Leioa,Spain","Department of Electricity and Electronics, University of the Basque Country, Leioa, Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Department of Electricity and Electronics,Leioa,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country, Leioa, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066795898","display_name":"\u00d3scar Mata-Carballeira","orcid":"https://orcid.org/0000-0002-1468-6280"},"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":"\u00d3scar Mata-Carballeira","raw_affiliation_strings":["University of the Basque Country,Department of Electronics Technology,Bilbao,Spain","Department of Electronics Technology, University of the Basque Country, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Department of Electronics Technology,Bilbao,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Electronics Technology, University of the Basque Country, Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079429865","display_name":"M. Victoria Mart\u00ednez","orcid":null},"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":"M. Victoria Mart\u00ednez","raw_affiliation_strings":["University of the Basque Country,Department of Electricity and Electronics,Leioa,Spain","Department of Electricity and Electronics, University of the Basque Country, Leioa, Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Department of Electricity and Electronics,Leioa,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country, Leioa, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063134157"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":0.6417,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6944606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9958999752998352,"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"}},"topics":[{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9958999752998352,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9954000115394592,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.831558108329773},{"id":"https://openalex.org/keywords/mpsoc","display_name":"MPSoC","score":0.8088467121124268},{"id":"https://openalex.org/keywords/coprocessor","display_name":"Coprocessor","score":0.5987409353256226},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5613312721252441},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5369638204574585},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.528044581413269},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.49273350834846497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4419848918914795},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.4352204203605652},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3814416527748108},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3787907361984253},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.3700864613056183},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3460719585418701},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2691490352153778}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.831558108329773},{"id":"https://openalex.org/C2777187653","wikidata":"https://www.wikidata.org/wiki/Q975106","display_name":"MPSoC","level":3,"score":0.8088467121124268},{"id":"https://openalex.org/C86111242","wikidata":"https://www.wikidata.org/wiki/Q859595","display_name":"Coprocessor","level":2,"score":0.5987409353256226},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5613312721252441},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5369638204574585},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.528044581413269},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.49273350834846497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4419848918914795},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.4352204203605652},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3814416527748108},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3787907361984253},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.3700864613056183},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3460719585418701},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2691490352153778},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icecs58634.2023.10382745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs58634.2023.10382745","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2411.17543","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.17543","pdf_url":"https://arxiv.org/pdf/2411.17543","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:addi.ehu.eus:10810/72843","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/72843","pdf_url":"http://addi.ehu.eus/bitstream/10810/72843/3/ICECS2023.pdf","source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2411.17543","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.17543","pdf_url":"https://arxiv.org/pdf/2411.17543","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390693422.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2053767967","https://openalex.org/W2212242068","https://openalex.org/W2963122961","https://openalex.org/W2979348177","https://openalex.org/W2981751377","https://openalex.org/W3214085799","https://openalex.org/W4226314527","https://openalex.org/W4287118909","https://openalex.org/W4288772558","https://openalex.org/W4367320145","https://openalex.org/W4390482086","https://openalex.org/W6796815506"],"related_works":["https://openalex.org/W2465210354","https://openalex.org/W4320058182","https://openalex.org/W1976012348","https://openalex.org/W2614713859","https://openalex.org/W2002682434","https://openalex.org/W4387782849","https://openalex.org/W2137671689","https://openalex.org/W2092587530","https://openalex.org/W2113449380","https://openalex.org/W3146394219"],"abstract_inverted_index":{"The":[0,25,52],"article":[1,114],"discusses":[2],"the":[3,12,28,57,86,104,113,116,125],"use":[4],"of":[5,14,30,106],"low":[6],"cost":[7],"System-On-Module":[8],"(SOM)":[9],"platforms":[10],"for":[11,20,40,103],"implementation":[13],"efficient":[15],"hyperspectral":[16],"imaging":[17],"(HSI)":[18],"processors":[19],"application":[21],"in":[22,55],"autonomous":[23],"driving.":[24],"work":[26],"addresses":[27],"challenges":[29],"shaping":[31],"and":[32,48,62,118,135,146],"deploying":[33],"multiple":[34],"layer":[35],"fully":[36],"convolutional":[37],"networks":[38],"(FCN)":[39],"low-latency,":[41],"on-board":[42],"image":[43],"semantic":[44],"segmentation":[45,68,151],"using":[46],"resource-":[47],"power-constrained":[49],"processing":[50],"devices.":[51],"paper":[53],"describes":[54],"detail":[56],"steps":[58],"followed":[59],"to":[60,82,85,123,143],"redesign":[61],"customize":[63],"a":[64,76,90,96,128,137],"successfully":[65],"trained":[66],"HSI":[67],"lightweight":[69],"FCN":[70,126],"that":[71],"was":[72],"previously":[73],"tested":[74],"on":[75],"high-end":[77],"heterogeneous":[78],"multiprocessing":[79],"system-on-chip":[80],"(MPSoC)":[81],"accommodate":[83],"it":[84],"constraints":[87],"imposed":[88],"by":[89],"low-cost":[91],"SOM.":[92],"This":[93],"SOM":[94],"features":[95],"lower-end":[97],"but":[98],"much":[99],"cheaper":[100],"MPSoC":[101],"suitable":[102],"deployment":[105],"automatic":[107],"driving":[108],"systems":[109],"(ADS).":[110],"In":[111],"particular":[112],"reports":[115],"data-":[117],"hardware-specific":[119],"quantization":[120,141],"techniques":[121],"utilized":[122],"fit":[124],"into":[127],"commercial":[129],"fixed-point":[130],"programmable":[131],"AI":[132],"coprocessor":[133],"IP,":[134],"proposes":[136],"full":[138],"customized":[139],"post-training":[140],"scheme":[142],"reduce":[144],"computation":[145],"storage":[147],"costs":[148],"without":[149],"compromising":[150],"accuracy.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}
