Image Retrieval Based on Multi Structure Co-occurrence Descriptor

Authors : Agus Eko Minarno; Fitri Bimantoro; Arrie Kurniawardhani
article cite 9 Year 2016
source: TELKOMNIKA (Telecommunication Computing Electronics and Control)
Abstract

This study present a new technique for Batik cloth image retrieval using Micro-Structure Co-occurence Descriptor (MSCD). MSCD is a developed method based on Enhanced Micro Structure Descriptor (EMSD). Previously, EMSD has been improved by adding edge orientation feature. In previous study, EMSD cannot achieve an optimal precision. Therefore, MSCD is proposed to overcome the EMSD drawback using global feature approach, namely Gray Level Co-occurrence Matrix (GLCM). There are 300 batik cloth images which contain 50 classes used for dataset. The performance result show that MSCD can retrieve Batik cloth images more effective than EMSD.


Concepts :
Medical Image Segmentation Techniques
Advanced Image and Video Retrieval Techniques
Image Retrieval and Classification Techniques
article cite 9 Year 2016 source TELKOMNIKA (Telecommunication Computing Electronics and Control)
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2016 9