Emotion Detection Using EEG Signal Analysis
Journal Title: International Journal of Electronics Communication and Computer Technology - Year 2015, Vol 5, Issue 2
Abstract
This paper focus on various techniques for emotion extraction and emotion classification methods using EEG analysis, and various database for EEG are summarized. In the feature extraction techniques, discrete wavelet transformation, higher order crossing, and short time Fourier transform and mutual information methods are studied. In the feature classification techniques, principal component analysis, linear discriminant analysis, and support vector machine are studied. In this paper, DEAP databases, IAPS and IADS databases, ReadingLeeds database, Belfast database, CREST-ESP database, and CREMA database EEG database, this various databases are also studied for detection of emotion using EEG signal.
Authors and Affiliations
K. S. Bhagat| Assistant Professor, J.T. Mahajan College of ngineering, Faizpur, India, Dr. P. M. Mahajan| Assistant Professo, J.T. Mahajan College of ngineering, Faizpur, India, Gunjal P. Waghulade| M.E. IVth Semester, J.T. Mahajan College of ngineering, Faizpur, India
Keywords
Related Articles
- EP ID EP8436
- DOI -
- Views 389
- Downloads 27
Optimal Quantum Measurement Design on Speech Signal: Blind Minimax Estimator Improving MSE Over LS Estimators
We consider the problem of estimating an unknown, deterministic speech signal parameters based on quantum measurements corrupted by white Gaussian noise. We design and analyze blind minimax estimator (BME), which consist...
Optimization Of Wind and Wave Fields for Typical Marine Radar Using Synthetic Aperture Method
This paper deals with the use of the wave-radar for sea-state monitoring. The radar used here is popular as marine radar. SEA STATE monitoring by X-band Mare Radar system is becoming increasingly interesting, also due to...
On Usability Relationships of Computer Technology Input Artifacts and Rural Development in India
Computer Technology is going to penetrate deep into all areas of development, but easy-to-use interface availability for rural chunk is a big challenge. Regular PC interface with a keyboard is definitely deplorable by ma...
FPGA Based Implementation of Genetic Algorithm Using VHDL
The research on genetic algorithm is normally concentrate on software Implementation, which is always restricted in term of high real time by computer system because it is serial calculation. This paper introduces a hard...
Stagnant Timing investigation of Embedded Software on Advanced Processor Architectures
Most processors today are embedded in products like mobile phones, microwave owns, welding machines etc and are not used in PC’s as many believe Since some of these embedded computers are used in time-critical or safety-...