{"id":"https://openalex.org/W3092751174","doi":"https://doi.org/10.1109/icpr48806.2021.9412099","title":"Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface","display_name":"Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface","publication_year":2021,"publication_date":"2021-01-10","ids":{"openalex":"https://openalex.org/W3092751174","doi":"https://doi.org/10.1109/icpr48806.2021.9412099","mag":"3092751174"},"language":"en","primary_location":{"id":"doi:10.1109/icpr48806.2021.9412099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9412099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.06412","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046601560","display_name":"Giulia Orr\u00f9","orcid":"https://orcid.org/0000-0002-7802-2483"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Orru","raw_affiliation_strings":["University of Cagliari, Italy","University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011575105","display_name":"Marco Micheletto","orcid":"https://orcid.org/0000-0003-1196-7869"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Micheletto","raw_affiliation_strings":["University of Cagliari, Italy","University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081322268","display_name":"Fabio Terranova","orcid":"https://orcid.org/0009-0009-7520-8360"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Terranova","raw_affiliation_strings":["University of Cagliari, Italy","University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002366419","display_name":"Gian Luca Marcialis","orcid":"https://orcid.org/0000-0002-8719-9643"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gian Luca Marcialis","raw_affiliation_strings":["University of Cagliari, Italy","University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"University of Cagliari, Dept. of Electrical and Electronic Engineering, Italy","institution_ids":["https://openalex.org/I172446870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172446870"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2853","last_page":"2860"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/electroencephalography","display_name":"Electroencephalography","score":0.8456873893737793},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8287045955657959},{"id":"https://openalex.org/keywords/vigilance","display_name":"Vigilance (psychology)","score":0.7702807188034058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6793405413627625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5563433170318604},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5205684304237366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5192654132843018},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.4868113696575165},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.46408650279045105},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.4607383608818054},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.454089879989624},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4205501079559326},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1747489869594574},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1155691146850586},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.10290715098381042},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06785136461257935}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8456873893737793},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8287045955657959},{"id":"https://openalex.org/C192769605","wikidata":"https://www.wikidata.org/wiki/Q1418914","display_name":"Vigilance (psychology)","level":2,"score":0.7702807188034058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6793405413627625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5563433170318604},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5205684304237366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5192654132843018},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.4868113696575165},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.46408650279045105},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.4607383608818054},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.454089879989624},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4205501079559326},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1747489869594574},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1155691146850586},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.10290715098381042},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06785136461257935},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icpr48806.2021.9412099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9412099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2010.06412","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.06412","pdf_url":"https://arxiv.org/pdf/2010.06412","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":"mag:3092751174","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2010.06412.pdf","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2010.06412","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.06412","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.06412","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.06412","pdf_url":"https://arxiv.org/pdf/2010.06412","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092751174.pdf","grobid_xml":"https://content.openalex.org/works/W3092751174.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W55018851","https://openalex.org/W1523322372","https://openalex.org/W1641983616","https://openalex.org/W1947251450","https://openalex.org/W1948353611","https://openalex.org/W1964867524","https://openalex.org/W1969675008","https://openalex.org/W1970727126","https://openalex.org/W2004916318","https://openalex.org/W2005305331","https://openalex.org/W2028652181","https://openalex.org/W2032616808","https://openalex.org/W2038610431","https://openalex.org/W2043133488","https://openalex.org/W2052770734","https://openalex.org/W2055414800","https://openalex.org/W2071397834","https://openalex.org/W2077563416","https://openalex.org/W2088745443","https://openalex.org/W2107031757","https://openalex.org/W2127864857","https://openalex.org/W2133747057","https://openalex.org/W2146182319","https://openalex.org/W2155217597","https://openalex.org/W2163352848","https://openalex.org/W2186410876","https://openalex.org/W2398567250","https://openalex.org/W2416715402","https://openalex.org/W2546699185","https://openalex.org/W2558193840","https://openalex.org/W2805983376","https://openalex.org/W6602235344","https://openalex.org/W6631138945","https://openalex.org/W6660089423","https://openalex.org/W6712466645","https://openalex.org/W6728964184","https://openalex.org/W6829184142"],"related_works":["https://openalex.org/W3159410492","https://openalex.org/W2963548298","https://openalex.org/W2292572296","https://openalex.org/W2045706815","https://openalex.org/W2245233901","https://openalex.org/W2991043651","https://openalex.org/W2908836530","https://openalex.org/W2026720572","https://openalex.org/W3012314385","https://openalex.org/W3185493350","https://openalex.org/W3183002082","https://openalex.org/W2909078322","https://openalex.org/W1535018235","https://openalex.org/W3048489995","https://openalex.org/W2339890628","https://openalex.org/W3158433777","https://openalex.org/W3082989809","https://openalex.org/W3046391359","https://openalex.org/W1569953945","https://openalex.org/W2901655790"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2],"we":[3],"investigate":[4],"a":[5,22,108,148],"textural":[6],"processing":[7],"method":[8],"of":[9,30,83,102],"electroencephalography":[10],"(EEG)":[11],"signal":[12,104,134],"as":[13,107],"an":[14],"indicator":[15],"to":[16,61,95,114,122,146],"estimate":[17],"the":[18,31,37,52,56,73,81,84,88,103,117,128,132,138,152],"driver's":[19,153],"vigilance":[20,63,154],"in":[21,155],"hypothetical":[23],"Brain-Computer":[24],"Interface":[25],"(BCI)":[26],"system.":[27],"The":[28,69,91],"novelty":[29],"solution":[32],"proposed":[33],"relies":[34],"on":[35],"employing":[36],"one-dimensional":[38],"Local":[39],"Binary":[40],"Pattern":[41],"(1D-LBP)":[42],"algorithm":[43],"for":[44,150],"feature":[45,54],"extraction":[46],"from":[47,131],"pre-processed":[48],"EEG":[49,89,133],"data.":[50],"From":[51],"resulting":[53],"vector,":[55],"classification":[57],"is":[58,71,93,135,141],"done":[59],"according":[60],"three":[62],"classes:":[64],"awake,":[65],"tired":[66],"and":[67],"drowsy.":[68],"claim":[70],"that":[72,116],"class":[74,129],"transitions":[75,130],"can":[76],"be":[77],"detected":[78],"by":[79,98],"describing":[80],"variations":[82,101],"micro-patterns'":[85],"occurrences":[86],"along":[87],"signal.":[90],"1D-LBP":[92,118],"able":[94],"describe":[96],"them":[97],"detecting":[99],"mutual":[100],"temporarily":[105],"\u201cclose\u201d":[106],"short":[109],"bit-code.":[110],"Our":[111],"analysis":[112],"allows":[113],"conclude":[115],"adoption":[119],"has":[120],"led":[121],"significant":[123],"performance":[124,140],"improvement.":[125],"Moreover,":[126],"capturing":[127],"effective,":[136],"although":[137],"overall":[139],"not":[142],"yet":[143],"good":[144],"enough":[145],"develop":[147],"BCI":[149],"assessing":[151],"real":[156],"environments.":[157]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2022-07-25T00:00:00"}