A New Technique Based on PIFS Code for Image Retrieval System.

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Applied Mathematical Sciences, Vol. 7,2013, no. 120, S9S7

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http ://dx.doi.org110. 12988/ams.20 13.39488

A

New

Technique

Based on

PIFS

Code

for

Image Retrieval

System

Ketut

Gede Darma

Putra

Information Technology Department, Udayana University, Bali - Indonesia ikgdarmaputra @ gmail.com

Adi

Purnawan

Information Technology Department, Udayana University, Bali - Indonesia dosenadi@yahoo.com

Manuh

Artana

Electrical Engineering Department, Udayana Univeriity, Bali - Indonesia manuhSS@gmail.com

Copyright @ 2013 Darma Putra, Adi Pumawan and Manuh Artana. This is an open access

artisle distributed under the Creative Cofnmons Attribution License, which permits unrestricted

use, _{distribution, and reproduction in any medium, provided the original work is properly cited.}

Abstract

This paper proposes a new feature exfiaction method for image retrieval system based on local self-similarity PIFS code. The f'eature

of

image is represented by using distance and angle of a pair of range and domain block position from fractal code. This paper also uses variant contrast and spatial dimensions fractal feature

for comparison. The testing of system's performance is using 1000 images which have been stored in a database

with

10 different categories with different number

of

irnage

for

each

category. Images

are

classified

as

Homogeneous and

Heterogeneous Image based

on

the cornplexity

of

the background image. The results show the proposed method gives a good performance.

Keywords: Image Retrieval, Fractal Code, PIFS code

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