A Comprehensive Study of Major Techniques of Facial Expression Recognition
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2012, Vol 1, Issue 8
Abstract
Facial Expression Recognition is one of the challenging and active research topic in the recent years. Facial Expression Recognition System comprises the detection of face, facial feature extraction and classification of facial expression from still images. This paper summarizes the major techniques to recognize the facial expressions from still images. The techniques included in this paper are Principal Component Analysis, Singular Value Decomposition, Neural Network, Cloud Model, Fuzzy Model and K-Means Clustering Algorithm. The performance of these techniques is good enough and almost effective also except fuzzy model. Fuzzy model does not classify the expressions exactly. The main purpose of this research work is to present the major techniques of automatic facial expression recognition in a single view.
Authors and Affiliations
Tanvi Sheikh, , Shikha Agrawal,
Keywords
Related Articles
- EP ID EP130941
- DOI -
- Views 81
- Downloads 0
Balanced window size Allocation Mechanism for Congestion control of Transmission Control Protocol based on improved bandwidth Estimation.
TCP is the widely used protocol for its reliable data communication over the network. Though it is used for enabling communication over the large network, it has some incapability in handling continues data transmission...
DISTANCE BASED RANGE QUERIES
Nowadays, a Location Based Services (LBS) are gaining more popularity. Spatial data mainly designed to focus on the location-enabled applications and geographic information system. Given a positive value r, a dis...
Shunt Active Power Filter for Harmonic Mitigation by using Fuzzy Logic Controller
Using Genetic Algorithm for Symmetric key Generation in Image Encryption
Cryptography is essential for protecting information as the importance of security is increasing day by day with the advent of online transaction processing and e commerce. In now a day the security of digital imag...
A Resolved Retrieval Technique For Software Components
t___Retrieval is a major area in software repository because reuse is only effective if it is easier to locate than to write from scratch. In this paper we are describing the classical methods for retrieving the...