A Novel Approach To Facial Feature Extraction And Face Recognition
Journal Title: International Journal of Electronics Communication and Computer Technology - Year 2014, Vol 4, Issue 3
Abstract
We present an approach to the detection and recognition of human face and propose a face recognition system which detects a face in a given test image, extracts features from the test image and then recognizes the person by locating the extracted features of the person on the face images of known individuals present in the database. The image on which maximum features are located is said to be the recognized person. For the extraction of the facial features like eyes mouth nose etc, from the facial image we apply morphological operations and canny edge operator. The proposed system is trained using Genetic Algorithm. Experimental results show that the proposed system recognizes an individual with a good accuracy even if the person comes in different poses.
Authors and Affiliations
Manan Kumar Tiwari| (ME Scholar): Electronics & Telecommunication SSCET, SSGI Junwani Bhilai, India, Dr. Neeta Tripathi| Principal Dept. of Electronics & Telecommunication SSITM Bhilai: SSGI Bhilai Bhilai, India
Keywords
Related Articles
- EP ID EP8399
- DOI -
- Views 382
- Downloads 22
A 2.4 GHz Voltage Controlled Oscillator for Wireless Communication in CMOS Technology
The project specifications are to design a voltage controlled oscillator (VCO) based on ring oscillators in 250nm CMOS technology, which provides a frequency of 2.4GHz. This CMOS based VCO is used for high speed wireless...
Congnitive Radio Networks Using Orthoganal Frequency Spectrum Sensing
”Cognitive Radio is a radio for wireless communications in which either a network or a wireless node changes its transmission or reception parameters based on the interaction with the environment to communicate effic...
SNR Improvement of MST Radar Signals Usings Combinational Window Functions
In this paper the effect of window shape parameter ‘?’ in Combinational window functions on the signal to noise ratio (SNR) values of the Indian Mesosphere-StratosphereTroposphere (MST) radar is computed. The six parts...
Performance Analysis and Formulation of Turbo Coded OFDM over Rayleigh & Rician Fading Channel
In wireless communication, to attain high throughput and better transmission quality, there is a need of better system design . Orthogonal Frequency Division Multiplexing (OFDM) is a techniques for parallel transmission....
The Next Page Access Prediction Using Makov Model
Predicting the next page to be accessed by the Web users has attracted a large amount of research. In this paper, a new web usage mining approach is proposed to predict next page access. It is proposed to identify simil...