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ART

MOVEMENT

CLASSIFICATION

WHERE 

 

WHEN

 

WHO

 

WHAT

 

ITU Applied Digital Signal Processing

2015

 

Gürkan Özkan, S. Sercan Erkul

Machine Learning, Image classification, MATLAB, SVM

In this project it was performed automatically classifying painting with machine learning algorithms three different art movements: cubizm, classicism, and impressionism. Five different features were research on 139 paintings and recorded as a database for every single painting. For classiffication, there was used support vector machine method on Weka. According to results, paintings were classififed correctly 90.9% rate.