Cover Image

Discrimination of vision impairments using single trial VEPs

Proceeding of The International Conference on Control System, Computing and Engineering (ICCSCE 2011) at Penang, Malaysia on 25 November 2011 through 27 November 2011

Saved in:
Bibliographic Details
Main Authors: Vijean, Vikneswaran, Hariharan, Muthusamy, Dr., Sazali, Yaacob, Prof. Dr.
Other Authors: vicky.86max@gmail.com
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
Frequency domain feature
Vision impairement
Visually evoked potential
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/34368
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.unimap-34368
record_format dspace
spelling my.unimap-343682014-05-08T06:32:27Z Discrimination of vision impairments using single trial VEPs Vijean, Vikneswaran Hariharan, Muthusamy, Dr. Sazali, Yaacob, Prof. Dr. vicky.86max@gmail.com hari@unimap.edu.my s.yaacob@unimap.edu.my Frequency domain feature Vision impairement Visually evoked potential Proceeding of The International Conference on Control System, Computing and Engineering (ICCSCE 2011) at Penang, Malaysia on 25 November 2011 through 27 November 2011 Analysis of Visually evoked potential (VEP) in the investigation of ocular diseases is gaining interests from researchers all over the world. VEP is an electrical signal generated by the brain (Occipital Cortex) in response to a visual stimulus. By analyzing these responses, the abnormalities in the visual pathways in a person can be detected. Traditionally, the amplitude and the latency values were considered for the analysis. This study is intended to investigate the frequency domain based features of single trial VEPs in discriminating between subjects with normal vision from those having vision impairments. Four different classifiers, Linear Discriminant Analysis (LDA), Quadratic Discriminant Analysis (QDA), k Nearest Neighbor (kNN) and the Support Vector Machine (SVM) are used for the investigation. The proposed method shows promising results for the discrimination of vision impairments. 2014-05-08T06:32:27Z 2014-05-08T06:32:27Z 2011-11 Working Paper p. 182-186 978-1-4577-1640-9 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6190519&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6190519 http://dspace.unimap.edu.my:80/dspace/handle/123456789/34368 http://dx.doi.org/10.1109/ICCSCE.2011.6190519 en Proceeding of The International Conference on Control System, Computing and Engineering 2011 (ICCSCE 2011); IEEE Conference Publications
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Frequency domain feature
Vision impairement
Visually evoked potential
spellingShingle Frequency domain feature
Vision impairement
Visually evoked potential
Vijean, Vikneswaran
Hariharan, Muthusamy, Dr.
Sazali, Yaacob, Prof. Dr.
Discrimination of vision impairments using single trial VEPs
description Proceeding of The International Conference on Control System, Computing and Engineering (ICCSCE 2011) at Penang, Malaysia on 25 November 2011 through 27 November 2011
author2 vicky.86max@gmail.com
author_facet vicky.86max@gmail.com
Vijean, Vikneswaran
Hariharan, Muthusamy, Dr.
Sazali, Yaacob, Prof. Dr.
format Working Paper
author Vijean, Vikneswaran
Hariharan, Muthusamy, Dr.
Sazali, Yaacob, Prof. Dr.
author_sort Vijean, Vikneswaran
title Discrimination of vision impairments using single trial VEPs
title_short Discrimination of vision impairments using single trial VEPs
title_full Discrimination of vision impairments using single trial VEPs
title_fullStr Discrimination of vision impairments using single trial VEPs
title_full_unstemmed Discrimination of vision impairments using single trial VEPs
title_sort discrimination of vision impairments using single trial veps
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/34368
_version_ 1643797460351451136
score 13.214268

Similar Items