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 346
- Downloads 22
Monitoring and Protection of Oil and Gas Condition in Industrial Using Wireless Sensor Networks
Wireless Sensor Networks (WSNs) are one of the fastest growing and emerging technologies in the field of Wireless networking today. WSNs have a vast amount of applications including environmental monitoring, military, ec...
Improvement of Transmittance Characteristics of 1D Photonic Crystal with Optical Gain Factor under Oblique Incidence for Different Materials
Transmittance of one-dimensional photonic crystal is numerically computed for oblique incidence of electromagnetic wave considering the effect of optical gain factor. Transfer matrix technique is used for calculation,...
Detection of Melanoma Skin Diesease using Dermoscopy Images
Melanoma is a type of skin disease and is much more dangerous than the other type of skin cancer. The disease can be cured, when it is diagnosed in its early stage. The early diagnosis is difficult using conventional...
Performance Analysis of Adaptive Blind Equalizers Algorithms
In this paper, we discuss the performance of Blind Equalization algorithms, which can deal with the cases that the input signals are correlated and decrease the filtering error. We describe the algorithm process and anal...
Atmospheric Turbulence and Pointing Errors Effects in the Performance Matrices of Wireless Optical Links
The average channel capacity and bit error rate parameters of free space optical link under atmospheric turbulence modelled by Gamma-Gamma distribution and Kdistribution respectively with pointing error effects has bee...