Improving visual evoked potential feature classification for person recognition using PCA and normalization
In earlier papers, it was shown that recognizing persons using their brain patterns evoked during visual stimulus is possible. In this paper, several modifications are proposed to improve the recognition accuracy. In the method, gamma band spectral power (GBSP) features were computed from the visual...
| Main Authors: | Palaniappan, Ramaswamy, Ravi, K.V.R. |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
2006
|
| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/1977/ http://shdl.mmu.edu.my/1977/1/1329.pdf |
Similar Items
Neural network classification of late gamma band electroencephalogram features
by: Ravi, K. V. R., et al.
Published: (2006)
by: Ravi, K. V. R., et al.
Published: (2006)
Extracting Single Trial Visual Evoked Potentials using Selective Eigen-Rate Principal Components
by: Andrews, , Samraj, et al.
Published: (2005)
by: Andrews, , Samraj, et al.
Published: (2005)
Leave-one-out authentication of persons using 40 Hz EEG oscillations
by: Ravi, , KVR, et al.
Published: (2005)
by: Ravi, , KVR, et al.
Published: (2005)
Classification of alcohol abusers: An intelligent approach
by: Kanna,, PS, et al.
Published: (2005)
by: Kanna,, PS, et al.
Published: (2005)
Extracting single trial visual evoked potentials using selective eigen-rate principal components
by: Andrews, S, S, et al.
Published: (2005)
by: Andrews, S, S, et al.
Published: (2005)
Feature Estraction In Automatic Shape Recognition System.
by: Salam, Rosalina Abdul, et al.
Published: (2004)
by: Salam, Rosalina Abdul, et al.
Published: (2004)
Enhanced and automated approaches for fish recognition and classification system
by: Samma, Ali Salem Ali
Published: (2011)
by: Samma, Ali Salem Ali
Published: (2011)
Recognising individuals using their brain patterns
by: Ravi,, FVR, et al.
Published: (2005)
by: Ravi,, FVR, et al.
Published: (2005)
Medical Image Modality Classification using Feature Weighted Clustering Approach.
by: Chandra, Bhavik Anil
Published: (2010)
by: Chandra, Bhavik Anil
Published: (2010)
Adaptive Pca-Based Models To
Reconstruct 3d Faces From Single 2d
Images
by: Maghari, Ashraf Y. A.
Published: (2014)
by: Maghari, Ashraf Y. A.
Published: (2014)
A Classification And Visualization Approach For Knowledge Management Of A Special Interest Group
by: Sulaiman, Shahida, et al.
Published: (2008)
by: Sulaiman, Shahida, et al.
Published: (2008)
Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data
by: Pang, Ying Han, et al.
Published: (2004)
by: Pang, Ying Han, et al.
Published: (2004)
Fusion Of Global Shape And Local Features Using Multi Classifier Framework For Object Class Recognition
by: Manshor, Noridayu
Published: (2013)
by: Manshor, Noridayu
Published: (2013)
Short Text Classification Using An Enhanced Term Weighting Scheme And Filter-Wrapper Feature Selection
by: Alsmadi, Issa Mohammad Ibrahim
Published: (2018)
by: Alsmadi, Issa Mohammad Ibrahim
Published: (2018)
Artificial Visual System Algorithm applied on Face Recognition and Tracking
by: Lum, Mi-Fern, et al.
Published: (2008)
by: Lum, Mi-Fern, et al.
Published: (2008)
A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
by: Keshkeh, Kinan
Published: (2022)
by: Keshkeh, Kinan
Published: (2022)
A Study on Optimal Face Ratio for Recognition Using Part-based Feature Extractor
by: Neo, Han Foon, et al.
Published: (2007)
by: Neo, Han Foon, et al.
Published: (2007)
CDS505 – Data Visualization & Visual Analytics
(Visualisasi Data & Analitik Visual)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2021)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2021)
CDS505 – Data Visualization & Visual Analytics (Data Visualisasi & Analitik Visual)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2023)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2023)
Visualizing Phylogenetic Trees: Algorithms And Visual Comparison Techniques
by: Wan Zainon, Wan Mohd Nazmee
Published: (2011)
by: Wan Zainon, Wan Mohd Nazmee
Published: (2011)
CDS505 – Data Visualization & Visual Analytics - February 2022
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2022)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2022)
CMT324 – COMPUTER GRAPHICS & VISUAL COMPUTING [GRAFIK KOMPUTER & PERKOMPUTERAN VISUAL]
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2017)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2017)
CDS505 - Data Visualization & Visual Analytics (December 2019 / January 2020)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2020)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2020)
CMT324 – Computer Graphics & Visual Computing (Grafik Komputer & Perkomputeran Visual)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2021)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2021)
An automated palmprint recognition system
by: CONNIE, T, et al.
Published: (2005)
by: CONNIE, T, et al.
Published: (2005)
Clustering In Fingerprint Recognition System.
by: Ooi, Boon Yaik, et al.
Published: (2004)
by: Ooi, Boon Yaik, et al.
Published: (2004)
Visual Public-Key Cryptosystems.
by: Samsudin, Azman
Published: (2012)
by: Samsudin, Azman
Published: (2012)
Improving the performance of two-state mental task brain-computer interface design using linear discriminant classifier
by: Palaniappan, , R, et al.
Published: (2005)
by: Palaniappan, , R, et al.
Published: (2005)
Accurate and reliable diagnosis and classification using probabilistic ensemble simplified fuzzy ARTMAP
by: Loo, C.K., et al.
Published: (2005)
by: Loo, C.K., et al.
Published: (2005)
A robust face recognition system
by: Pang, Ying Han, et al.
Published: (2005)
by: Pang, Ying Han, et al.
Published: (2005)
Binarized revocable biometrics in face recognition
by: Pang, Ying Han, et al.
Published: (2005)
by: Pang, Ying Han, et al.
Published: (2005)
Kernel Discriminant Embedding in face recognition
by: Han, Pang Ying, et al.
Published: (2011)
by: Han, Pang Ying, et al.
Published: (2011)
A Visual Approach For Requirement Traceability
by: Madaki, Abdulkadir Ahmad
Published: (2022)
by: Madaki, Abdulkadir Ahmad
Published: (2022)
CPC354 – Computer Graphics & Visualization (Grafik Komputer & Visualisasi) CMT324 - Computer Graphics and Visual Computing (Grafik Komputer dan Perkomputeran Visual) - February/March 2022
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2022)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2022)
Analysis on spatial and temporal features of gait kinematics
by: Wan Noorshahida Mohd Isa,
Published: (2005)
by: Wan Noorshahida Mohd Isa,
Published: (2005)
Cancellable biometerics featuring with tokenised random number
by: TEOH, A, et al.
Published: (2005)
by: TEOH, A, et al.
Published: (2005)
CMT324 – COMPUTER GRAPHICS & VISUAL COMPUTING [GRAFIK KOMPUTER & PERKOMPUTERAN VISUAL] DEC. 2014 - JAN. 2015
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2015)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2015)
CMT324 – COMPUTER GRAPHICS & VISUAL COMPUTING [GRAFIK KOMPUTER & PERKOMPUTERAN VISUAL] DEC. 2015 - JAN. 2016
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2016)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2016)
Precise Fingerprint Enrolment through Projection Incorporated Subspace Based on Principal Component Analysis (PCA)
by: Islam, Md. Rajibul, et al.
Published: (2007)
by: Islam, Md. Rajibul, et al.
Published: (2007)
Waste classification using support vector machine with SIFT-PCA feature extraction
by: Puspaningrum, Adita Putri, et al.
Published: (2020)
by: Puspaningrum, Adita Putri, et al.
Published: (2020)
Similar Items
-
Neural network classification of late gamma band electroencephalogram features
by: Ravi, K. V. R., et al.
Published: (2006) -
Extracting Single Trial Visual Evoked Potentials using Selective Eigen-Rate Principal Components
by: Andrews, , Samraj, et al.
Published: (2005) -
Leave-one-out authentication of persons using 40 Hz EEG oscillations
by: Ravi, , KVR, et al.
Published: (2005) -
Classification of alcohol abusers: An intelligent approach
by: Kanna,, PS, et al.
Published: (2005) -
Extracting single trial visual evoked potentials using selective eigen-rate principal components
by: Andrews, S, S, et al.
Published: (2005)