Removal of eye blink artifacts from EEG signals based on cross-correlation
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Yoo, K.-S. | - |
dc.contributor.author | Basa, T. | - |
dc.contributor.author | Lee, W.-H. | - |
dc.date.accessioned | 2022-02-17T05:43:27Z | - |
dc.date.available | 2022-02-17T05:43:27Z | - |
dc.date.issued | 2007-11 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/55163 | - |
dc.description.abstract | Artifacts such as eye blinks cause interference signals within electroencephalogram (EEG) measurements. Therefore, we propose a method for artifact removal based on certain power spectrum features of independent components extracted from the EEGs by fusing ensemble average and cross-corrasion parameter. First, each independent component which was assumed to be a source was searched by applying cross-corrasion parameter to EEG which involved artifacts relevant to the eye blinks of a normal person. Next, the signal which was assumed to be blink artifacts can be removed using high-pass filtering. The removal results of the eye blink artifacts are fed into the interpretation system. © 2007 IEEE. | - |
dc.format.extent | 4 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.publisher | IEEE Computer Society | - |
dc.title | Removal of eye blink artifacts from EEG signals based on cross-correlation | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/ICCIT.2007.4420546 | - |
dc.identifier.bibliographicCitation | 2007 International Conference on Convergence Information Technology, ICCIT 2007, pp 2005 - 2008 | - |
dc.description.isOpenAccess | N | - |
dc.identifier.scopusid | 2-s2.0-49049110259 | - |
dc.citation.endPage | 2008 | - |
dc.citation.startPage | 2005 | - |
dc.citation.title | 2007 International Conference on Convergence Information Technology, ICCIT 2007 | - |
dc.type.docType | Conference Paper | - |
dc.subject.keywordPlus | Adaptive filtering | - |
dc.subject.keywordPlus | Electroencephalography | - |
dc.subject.keywordPlus | Information technology | - |
dc.subject.keywordPlus | Multivariant analysis | - |
dc.subject.keywordPlus | Parameter estimation | - |
dc.subject.keywordPlus | Power spectrum | - |
dc.subject.keywordPlus | Artifact removal | - |
dc.subject.keywordPlus | Blink artifacts | - |
dc.subject.keywordPlus | Cross correlations | - |
dc.subject.keywordPlus | EEG signals | - |
dc.subject.keywordPlus | Electroencephalogram (EEG) | - |
dc.subject.keywordPlus | Ensemble averaging | - |
dc.subject.keywordPlus | Eye blinking | - |
dc.subject.keywordPlus | High-pass filtering | - |
dc.subject.keywordPlus | Independent components | - |
dc.subject.keywordPlus | Interference signals | - |
dc.subject.keywordPlus | International conferences | - |
dc.subject.keywordPlus | Technology | - |
dc.description.journalRegisteredClass | scopus | - |
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