Fusion of color histogram and LBP-based features for texture image retrieval and classification

• Published in: Information sciences Vol. 390; pp. 95 - 111
• Main Authors: Liu, Peizhong, Guo, Jing-Ming, Chamnongthai, Kosin, Prasetyo, Heri
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.06.2017
• Subjects: Color information feature; Image classification; Image retrieval; Local binary pattern; Local binary pattern; Color information feature; Image retrieval; Image classification

•The Local Binary Pattern (LBP)-based feature has drawback in capturing the color information of an image.•This paper overcomes this problem by incorporating CHF on the LBP-based image retrieval and classification.•The hybrid CHF and LBP-based feature yield a promising result and outperform the form...