{"id":"https://openalex.org/W2079543568","doi":"https://doi.org/10.1109/bmei.2012.6513162","title":"EEG eye blink artifact removal by EOG modeling and Kalman filter","display_name":"EEG eye blink artifact removal by EOG modeling and Kalman filter","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2079543568","doi":"https://doi.org/10.1109/bmei.2012.6513162","mag":"2079543568"},"language":"en","primary_location":{"id":"doi:10.1109/bmei.2012.6513162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6513162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","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/A5091390664","display_name":"Hossein Shahabi","orcid":"https://orcid.org/0000-0003-3600-8007"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Hossein Shahabi","raw_affiliation_strings":["Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029706721","display_name":"Sahar Moghimi","orcid":"https://orcid.org/0000-0002-3772-5182"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sahar Moghimi","raw_affiliation_strings":["Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016794790","display_name":"H. Zamiri\u2010Jafarian","orcid":"https://orcid.org/0000-0002-1429-6100"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hossein Zamiri-Jafarian","raw_affiliation_strings":["Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091390664"],"corresponding_institution_ids":["https://openalex.org/I86958956"],"apc_list":null,"apc_paid":null,"fwci":0.837,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.71264487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"496","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8316569328308105},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.8171228766441345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7360279560089111},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.7084742188453674},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6866555213928223},{"id":"https://openalex.org/keywords/electrooculography","display_name":"Electrooculography","score":0.6301456689834595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6261634826660156},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5783995389938354},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5104338526725769},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4645426273345947},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.44798025488853455},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4314616024494171},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39302778244018555},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15207549929618835},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11200103163719177},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09676077961921692}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8316569328308105},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.8171228766441345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7360279560089111},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7084742188453674},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6866555213928223},{"id":"https://openalex.org/C2778681526","wikidata":"https://www.wikidata.org/wiki/Q420647","display_name":"Electrooculography","level":3,"score":0.6301456689834595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6261634826660156},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5783995389938354},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5104338526725769},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4645426273345947},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.44798025488853455},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4314616024494171},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39302778244018555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15207549929618835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11200103163719177},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09676077961921692},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmei.2012.6513162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmei.2012.6513162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 5th International Conference on BioMedical Engineering and Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W64194661","https://openalex.org/W178056938","https://openalex.org/W1968424959","https://openalex.org/W1991846255","https://openalex.org/W2010647700","https://openalex.org/W2021345747","https://openalex.org/W2035385895","https://openalex.org/W2058246047","https://openalex.org/W2081312620","https://openalex.org/W2090626380","https://openalex.org/W2105154398","https://openalex.org/W2110251981","https://openalex.org/W2145938889","https://openalex.org/W2146338963","https://openalex.org/W2418062173","https://openalex.org/W3022404379","https://openalex.org/W6602619221","https://openalex.org/W6716891985"],"related_works":["https://openalex.org/W4283449118","https://openalex.org/W2734543841","https://openalex.org/W2612976815","https://openalex.org/W2589754273","https://openalex.org/W1980947986","https://openalex.org/W1980825304","https://openalex.org/W2294153031","https://openalex.org/W2960200109","https://openalex.org/W4306698199","https://openalex.org/W1048203835"],"abstract_inverted_index":{"We":[0,21],"present":[1],"a":[2,119],"novel":[3],"method":[4,57,90,104],"to":[5,42],"remove":[6],"eye":[7,31],"blink":[8,32],"artifacts":[9],"from":[10],"the":[11,44,55,106,115],"electroencephalogram":[12],"(EEG)":[13],"signals,":[14],"without":[15],"using":[16,66],"electro-oculogram":[17],"(EOG)":[18],"reference":[19],"electrodes.":[20],"first":[22],"model":[23,29],"EEG":[24,46,79,122],"activity":[25],"by":[26,33,65],"an":[27,34],"autoregressive":[28],"and":[30,37,78,84,95],"output-error":[35],"model,":[36],"then":[38],"use":[39],"Kalman":[40],"filter":[41],"estimate":[43],"true":[45],"based":[47,60],"on":[48,61],"integrating":[49],"two":[50,62],"models.":[51],"The":[52,98],"performance":[53],"of":[54,69],"proposed":[56,89,103],"is":[58],"evaluated":[59],"different":[63],"metrics":[64,81,92],"Dataset":[67],"IIa":[68],"BCI":[70],"competition":[71],"2008.":[72],"For":[73],"RLS":[74,112,116],"algorithm,":[75],"artifact":[76,108],"removal":[77],"distortion":[80],"are":[82,93],"7.35":[83],"0.79,":[85],"while":[86],"for":[87],"our":[88,102],"these":[91],"9.53":[94],"0.84,":[96],"respectively.":[97],"results":[99],"show":[100],"that":[101],"removes":[105],"EOG":[107],"more":[109],"efficiently":[110],"than":[111],"algorithm.":[113],"However,":[114],"algorithm":[117],"causes":[118],"little":[120],"less":[121],"signal":[123],"distortion.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
