FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG

Electroencephalography (EEG) is non-invasive neuroimaging technique which is used to record the electrical potentials generated by human brain activity. The EEG is recorded through the electrodes placed on human scalp using 10-20 electrode placement system. It is very difficult to interpret the E...

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Main Author: SOOMRO, MUMTAZ HUSSAIN
Format: Thesis
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.21211 /
Published: 2014
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access: http://utpedia.utp.edu.my/21211/1/2014-ELECTRICAL%20AND%20ELECTRONIC-FAST%20AND%20ACCURATE%20EMD-CCA%20BASED%20METHOD%20TO%20REMOVE%20EYE%20BLINK%20ARTIFACTS%20FROM%20EEG-MUMTAZ%20HUSSAIN%20SOOMRO.pdf
http://utpedia.utp.edu.my/21211/
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spelling utp-utpedia.212112021-09-16T12:37:47Z http://utpedia.utp.edu.my/21211/ FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG SOOMRO, MUMTAZ HUSSAIN TK Electrical engineering. Electronics Nuclear engineering Electroencephalography (EEG) is non-invasive neuroimaging technique which is used to record the electrical potentials generated by human brain activity. The EEG is recorded through the electrodes placed on human scalp using 10-20 electrode placement system. It is very difficult to interpret the EEG recording when it is contaminated by noise originating from physiological activities such as; cardiac activity, muscle activity, eye blink and an eye movement activity; which are known as artifacts. But the most prominent artifact is the eye blink artifact, having amplitude of 10-100 times greater than the amplitude of cerebral activity which makes EEG data to have low signal-to-noise ratio (SNR). An increased amount of activity in eye blinks may severely impact the interpretation of the EEG. Several techniques have been proposed by the different authors to remove eye blink artifacts from the EEG. 2014-03 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/21211/1/2014-ELECTRICAL%20AND%20ELECTRONIC-FAST%20AND%20ACCURATE%20EMD-CCA%20BASED%20METHOD%20TO%20REMOVE%20EYE%20BLINK%20ARTIFACTS%20FROM%20EEG-MUMTAZ%20HUSSAIN%20SOOMRO.pdf SOOMRO, MUMTAZ HUSSAIN (2014) FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG. Masters thesis, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
SOOMRO, MUMTAZ HUSSAIN
FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG
description Electroencephalography (EEG) is non-invasive neuroimaging technique which is used to record the electrical potentials generated by human brain activity. The EEG is recorded through the electrodes placed on human scalp using 10-20 electrode placement system. It is very difficult to interpret the EEG recording when it is contaminated by noise originating from physiological activities such as; cardiac activity, muscle activity, eye blink and an eye movement activity; which are known as artifacts. But the most prominent artifact is the eye blink artifact, having amplitude of 10-100 times greater than the amplitude of cerebral activity which makes EEG data to have low signal-to-noise ratio (SNR). An increased amount of activity in eye blinks may severely impact the interpretation of the EEG. Several techniques have been proposed by the different authors to remove eye blink artifacts from the EEG.
format Thesis
author SOOMRO, MUMTAZ HUSSAIN
author_sort SOOMRO, MUMTAZ HUSSAIN
title FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG
title_short FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG
title_full FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG
title_fullStr FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG
title_full_unstemmed FAST AND ACCURATE EMD-CCA BASED METHOD TO REMOVE EYE BLINK ARTIFACTS FROM EEG
title_sort fast and accurate emd-cca based method to remove eye blink artifacts from eeg
publishDate 2014
url http://utpedia.utp.edu.my/21211/1/2014-ELECTRICAL%20AND%20ELECTRONIC-FAST%20AND%20ACCURATE%20EMD-CCA%20BASED%20METHOD%20TO%20REMOVE%20EYE%20BLINK%20ARTIFACTS%20FROM%20EEG-MUMTAZ%20HUSSAIN%20SOOMRO.pdf
http://utpedia.utp.edu.my/21211/
_version_ 1741195719703789568
score 11.62408

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