Accurate Face Recognition Using PCA and LDA
Journal Title: International Journal of Engineering, Science and Mathematics - Year 2012, Vol 2, Issue 4
Abstract
Face recognition from images is a sub-area of the general object recognition problem. It is of particular interest in a wide variety of applications. Here, the face recognition is based on the new proposed modified PCA algorithm by using some components of the LDA algorithm of the face recognition. The proposed algorithm is based on the measure of the principal components of the faces and also to find the shortest distance between them. The experimental results demonstrate that this arithmetic can improve the face recognition rate. . Experimental results on ORL face database show that the method has higher correct recognition rate and higher recognition speeds than traditional PCA algorithm.
Authors and Affiliations
Sukhvinder Singh, Meenakshi Sharma and Dr. N Suresh Rao
The current situation, future prospect of Poverty and inequality in Sudan
This research paper aims to address income poverty and inequality in Sudan. Poverty and inequality indicators were computed using both primary and secondary data sources. P-alpha equation, Povstat and Simsip models wer...
Development Of Error Control Coding Technique In Digital Communication System
During digital data transmission in digital communication system, noise is added and physical defects in the communication medium can cause random errors during data transmission. Error coding is a method of detecting...
Effect of Excess air on Emission level and Energy consumption of L.D.O. fired Rotary Furnace
The large amount of flue gases produced by cast iron foundries using Coke fired cupolas for melting ,contains injurious elements like SO2, CO2, CO, H2 S, NOx, SPM etc. which damages the environment and are dangerous to...
MODERN PRACTICES FOR EFFECTIVE SOFTWARE DEVELOPMENT PROCESS IN PROJECT MANAGEMENT
The effectiveness of software project management is dependent on multi-disciplinary, interrelated factors including the management of project scope, project time, project cost, project quality, project human resource,...
MULTIRATE SIGNAL PROCESSING APPROACHES
Multirate Signal Processing studies Digital Signal Processing systems which include sample rate conversion. This technique is used for systems with different input and output sample rates, but may also be used to imple...