PROS Ivanna K Timotius Iwan Setiawan Andreas A Febrianto Face Recognition For Group Classification Abstrak

FACE RECOGNITION FOR GROUP CLASSIFICATION BASED ON
KERNEL PRINCIPAL COMPONENT ANALYSIS AND SUPPORT
VECTOR MACHINES
Ivanna . Timotius', Iwan Setyaan \ r�� A Frno1

Departmnt of Elctronic Enginering, Faculty of Elcric nd Computr Engineering
Satya Wacana Christian University

Diponegoro 52

60 Salatiga 50711, ndonesia
1
email: ivanna timotius@yaho.com 1, iwan.setawan@iee.org , anreas@visio-lab.org 1
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ABSTRACT
Face Recognition system is a machine that is

used to recognize people based on their face. n

many practical applications, his face recognition

sstem is used to determine whether somedy
elongs to cetan roup or not. This papr presents
a face recognition mehd for roup classiication
by combinng knel prncipal component nalysis
(PCA) nd suppot vctor machins (SVM). By
using hese mehods, the cla ssification accuracy of
he system is 91.4%.
Keywords: Face recognition, Group Classiiation,
Kenel Prncipal Component nalsis,
Support Vector Machines.

VI-53
ISSN 2085-1944