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 378
- Downloads 22
Multipurpose Robot for Patients and Military Applications
This multipurpose robot rover is specially met for the patents having various disabilities to help them to take their own food and medicines without the help from others. The robot rover contain a miniature robotic ha...
Simulation in Wireless Sensor Networks
Simulation tools for wireless sensor networks are increasingly being used to study sensor webs and to test new applications and protocols in this evolving research field. There is always an overriding concern when using...
Audio Steganography in a Nutshell
Information hiding technique is a new kind of secret communication technology. Steganography has been proposed as a new alternative technique to enforce data security. A perfect audio Steganographic technique aim at embe...
Magnetic Induction-Based Wireless Underground Waveguide Modelling and Its Parameters
Wireless Underground Communication Networks (WUCN’s) consist of wireless devices that operate below the ground surface Wireless underground and terrestrial communication is mainly differentiated by signal propagation...
PAPR Reduction Using Low Complexity Partial Transmit Sequence Scheme for Scalable OFDM System
In this paper, Partial Transmit Sequence technique for reduction of Peak to Average power ratio (PAPR) has been proposed. Peak to average power ratio is the major issue of concern in Orthogonal Frequency Division Mul...