UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 5
May-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2205921


Registration ID:
403093

Page Number

i152-i164

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Title

CLASSIFICATION OF VISUALLY EVOKED POTENTIAL FOR COLOR PERCEPTION USING SOFT COMPUTING TECHNIQUES

Abstract

The project aims to classify various colour through visually evoked stimulations in brain responsible for perceiving and understanding the sense of various colour. This is achieved in two main steps. First step, we record the brain signals using Electroencephalography response to different colour stimuli from the scalp using the standard 8 electrode system. Experiments undertaken using G-Nautilus software reveal that there exists long term (around 1 second) correlations between activated brain regions and the perceptual process of specific colour stimulus. For instance, the parietal and the occipital lobe activations have long duration correlations with the blue colour stimuli; whereas the prefrontal and the occipital lobe activations have correlations with the red colour, while the temporal and the occipital lobe activations have correlations with the green colour. In the second step, we classify the perceived colour of the brain signals acquired from the selected brain regions. A feed forward Neural Network with back propagation classifier has been designed to perform the classification process by utilizing the brain signals from the activated lobes. Performance analysis followed by statistical tests undertaken reveals that the Neural Network classifier outperforms its traditional counterparts by a wide margin. The proposed technique is expected to have interesting applications to explain the malfunctioning in recognition of coloured stimuli due to damage in certain brain lobes like occipital, temporal etc.

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"CLASSIFICATION OF VISUALLY EVOKED POTENTIAL FOR COLOR PERCEPTION USING SOFT COMPUTING TECHNIQUES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 5, page no.i152-i164, May-2022, Available :http://www.jetir.org/papers/JETIR2205921.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"CLASSIFICATION OF VISUALLY EVOKED POTENTIAL FOR COLOR PERCEPTION USING SOFT COMPUTING TECHNIQUES", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 5, page no. ppi152-i164, May-2022, Available at : http://www.jetir.org/papers/JETIR2205921.pdf

Publication Details

Published Paper ID: JETIR2205921
Registration ID: 403093
Published In: Volume 9 | Issue 5 | Year May-2022
DOI (Digital Object Identifier):
Page No: i152-i164
Country: Hosur, TamilNadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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