JETIREXPLORE- Search Thousands of research papers



Published in:

Volume 5 Issue 4
April-2018
eISSN: 2349-5162

Unique Identifier

JETIR1804044

Page Number

214-218

Share This Article


Title

Novel Weighted LBP Approach for Face Recognition System

ISSN

2349-5162

Cite This Article

"Novel Weighted LBP Approach for Face Recognition System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 4, page no.214-218, April-2018, Available :http://www.jetir.org/papers/JETIR1804044.pdf

Abstract

In this research, we propose a novel face recognition approach which consist of both frame and texture information to represent face images. The whole area of face is partitioned into small blocks from which Local Binary Pattern (LBP) histograms are extracted and concatenated into a single image, the extracted enhanced feature histograms representing the given face image. On the bases of extracted features of face, give more weight of main part of face (like eyes, ear, and nose) on which recognition is performed by using nearest neighbour techniques. Analysis of results seemingly shows the perfection of the proposed scheme over all considered methods (PCA and Local Binary Pattern) on ORL database which include testing the efficiency of the proposed approach against lighting and aging of the faces. In addition to its simplicity and efficiency, the scheme requires very less time for feature extraction.

Key Words

Eigen, Fisher face, conventional LBP, Binarization

Cite This Article

"Novel Weighted LBP Approach for Face Recognition System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp214-218, April-2018, Available at : http://www.jetir.org/papers/JETIR1804044.pdf

Publication Details

Published Paper ID: JETIR1804044
Registration ID: 181014
Published In: Volume 5 | Issue 4 | Year April-2018
DOI (Digital Object Identifier):
Page No: 214-218
ISSN Number: 2349-5162

Download Paper

Preview Article

Download Paper




Cite This Article

"Novel Weighted LBP Approach for Face Recognition System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp214-218, April-2018, Available at : http://www.jetir.org/papers/JETIR1804044.pdf




Preview This Article


Downlaod

Click here for Article Preview