RESULT ANALYSIS OF FACIAL EXPRESSION RECOGNITION TECHNIQUES
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 2015, Vol 4, Issue 12
Abstract
Expression recognition possesses practically significant importance; it offers vast application prospects, such as user-friendly interface between people and machine, humanistic design of products, and an automatic robot for example. Face perception is an important component of human knowledge. Faces contain much information about ones’ id and also about mood and state of mind. Facial expression interactions usually relevant in social life, teacher-student interaction, credibility in numerous contexts, medicine etc. however people can easily recognize facial expression easily, but it is quite hard for a machine to do this. The comparative study of Facial Expression Recognition techniques namely Principal Component analysis (PCA), PCA with neural networks(NN) is done .The objective of this research is to show that PCA with NN is superior to former technique in terms of recognition rate.To test and evaluate their performance, experiments are performed using JAFEE and real database using both techniques. The universally accepted seven principal emotions to be recognized are: Angry, Happy, Sad, Disgust, fear, Surprise and neutral.
Authors and Affiliations
Er. Vikas Kohal
Keywords
Related Articles
- EP ID EP143519
- DOI -
- Views 42
- Downloads 0
SIMULATION AND PERFORMANCE EVALUATION OF PASSIVE OPTICAL NETWORK SYSTEM
PON provides virtually unlimited bandwidth to the users. It do not use electrically powered components to split the signal. Instead the signal is distributed using beam splitters. Each splitter typically splits a f...
An Efficient Pricing Mechanism for Mobile Video Streaming in Cloud Computing
Among the most popular consumer devices, the mobile phones are the one whose usage has increased in a rapid manner and along with the development of 3G networks and smart phones, enabled users to use them in an e...
Spin coulomb Drag Effects In Absence Of Spin
Spin Coulomb Drag ( SCD) is now a well known phenomenon in the field of spintronics. In this paper we have discussed the SCD in absence of spinprocess either its presence or absence does not affect the phenomenon of SC...
DETERMINATION OF OPTIMAL LOCATION OF SVC CONTROLLER DEVICES IN ELECTRIC TRANSMISSION SYSTEM BY USING PSO METHOD
This paper aims to identify the optimal location for the installation of SVC controller using Particle Swarm Optimization (PSO) method to mitigate small signal oscillations in a multi machine power system reducing...
EXPERIMENTAL STUDY ON EFFECTS OF FIBERGLASS AND FIBER WASTE INCONCRETE MIXES
In this research concrete mixes were tested to investigate the effect of fiber waste and fiber glass and evaluatethe efficiency on fresh and hardened concrete for trying to produce a concrete with high strength. an...