Batik image retrieval based on enhanced micro-structure descriptor

Author

Minarno, Agus Eko ; Munarko, Yuda ; Bimantoro, Fitri ; Kurniawardhani, Arrie ; Suciati, Nanik

Author_Institution

Jurusan Teknik Informatika, Univ. Muhammadiyah Malang, Malang, Indonesia

fYear

2014

fDate

10-12 Feb. 2014

Firstpage

65

Lastpage

70

Abstract

This paper describes a novel method for extracting features of batik images. This method is called enhanced micro-structure descriptor (EMSD). EMSD is the enhanced model of micro-structure descriptor (MSD) which proposed by Guang-Hai Liu. Different with MSD that uses only edge orientation similarity for creating micro-structure map and then utilises this map along with color values; EMSD adds a new micro-structure map that is based on color similarity and then utilises this map along with edge orientation values. The combination of MSD and the additional micro-structure descriptor is used as feature extractor in EMSD. This method is tested on 300 batik images, Corel datasets with 5,000 images and 10,000 images. We also compared EMSD to MSD and multi-textons histogram (MTH), which EMSD performance is superior than the other two.

Keywords

feature extraction; image colour analysis; image retrieval; EMSD; batik image retrieval; color similarity; edge orientation values; enhanced microstructure descriptor; feature extraction; microstructure map; Feature extraction; Image color analysis; Image edge detection; Image retrieval; Kernel; Quantization (signal); Shape; batik; image retrieval; micro-structure descriptor;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Aided System Engineering (APCASE), 2014 Asia-Pacific Conference on

Conference_Location

South Kuta

Print_ISBN

978-1-4799-4570-2

Type

conf

DOI

10.1109/APCASE.2014.6924473

Filename

6924473