Open AccessClassification of historic buildings in Indonesia with svd algorithm based on texture and color characteristics (case: temples, historic mosques, historic churches, and historic Confucian temples)
Author(s) -
Hadiyanto Hadiyanto,
Manatap Dolok Lauro,
Dyah Erny Herwindiati
Publication year - 2020
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1007/1/012130
Subject(s) - texture (cosmology) , histogram , artificial intelligence , computer science , process (computing) , pattern recognition (psychology) , archaeology , geography , image (mathematics) , operating system
This study aims to make an application that able to make classification for historical building in Indonesia. The building types being used in this study are: temples, historic mosques, historic churches and historic confucian temples. This application classifies historical buildings based on texture, Color and combination of two. GLCM method is utilzied for texture characteristics classification. Histogram method is being used for Color characteristics. SVD method is used to reduce dimensions, which can make classification process becomes faster.