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Face Recognition Using Local Pattern Based on Vector Quantization with RBF-SVM

Published in Iconic Research and Engineering Journals • Mar 13, 2026
NobleIDNI1P313W191R041S199
Authors:
Dr. A. Srikrishna
,
P. Bindu Sri
,
M. Ramgopal

Abstract

Face recognition remains challenging due to variations in illumination, pose, expression, and noise. This paper proposes an efficient face recognition framework that integrates local pattern–based feature extraction with Vector Quantization (VQ) and a Radial Basis Function Support Vector Machine (RB...

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