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EKSTRAKSI FITUR BERBASIS AVERAGE FACE UNTUK PENGENALAN EKSPRESI WAJAH

Jurnal Ilmiah Informatika

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Title EKSTRAKSI FITUR BERBASIS AVERAGE FACE UNTUK PENGENALAN EKSPRESI WAJAH
 
Creator Prasetyo, Jarot Dwi
Fatah, Zaehol
Saleh, Taufik
 
Subject wavelet
svm
facial expression recognition
human computer interaction
wavelet
svm
facial expression recognition
human computer interaction
 
Description In recent years it appears interest in the interaction between humans and computers. Facial expressions play a fundamental role in social interaction with other humans. In two human communications is only 7% of communication due to language linguistic message, 38% due to paralanguage, while 55% through facial expressions. Therefore, to facilitate human machine interface more friendly on multimedia products, the facial expression recognition on interface very helpful in interacting comfort.
One of the steps that affect the facial expression recognition is the accuracy in facial feature extraction. Several approaches to facial expression recognition in its extraction does not consider the dimensions of the data as input features of machine learning
Through this research proposes a wavelet algorithm used to reduce the dimension of data features. Data features are then classified using SVM-multiclass machine learning to determine the difference of six facial expressions are anger, hatred, fear of happy, sad, and surprised Jaffe found in the database. Generating classification obtained 81.42% of the 208 sample data.
 
Publisher Department of Science and Technology Ibrahimy University
 
Date 2017-12-09
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/464
10.35316/jimi.v2i2.464
 
Source Jurnal Ilmiah Informatika; Vol. 2 No. 2 (2017): Jurnal Imliah Informatika; 130-134
2549-6301
2549-7480
10.35316/jimi.v2i2
 
Language ind
 
Relation https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/464/449
 
Rights Copyright (c) 2017 Jurnal Ilmiah Informatika
https://creativecommons.org/licenses/by-nc/4.0