A Novel Approach to Face Recognition using Image Segmentation based on SPCA-KNN Method

A Novel Approach to Face Recognition using Image Segmentation based on SPCA-KNN Method

In this paper we propose a novel method for face recognition using hybrid SPCA-KNN (SIFT-PCA-KNN) approach. The proposed method consists of three parts. The first part is based on preprocessing face images using Graph Based algorithm and SIFT (Scale Invariant Feature Transform) descriptor. Graph Bas...

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Bibliographic Details
Main Authors: P. Kamencay, M. Zachariasova, R. Hudec, R. Jarina, M. Benco, J. Hlubik
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2013-04-01
Series:Radioengineering
Subjects:
Image segmentation
face recognition
PCA
KNN
SPCA-KNN
ESSEX face database
Online Access:http://www.radioeng.cz/fulltexts/2013/13_01_0092_0099.pdf

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