Indonesian Journal of Electrical Engineering and Computer Science
Vol 9, No 2: February 2018

Image Resolution Enhancement Using Transform

Syed Nazeeburrehman (AMET University)
Mohameed Ali Hussain (KL University)



Article Info

Publish Date
01 Feb 2018

Abstract

In this project, interruption based image resolution enhancement technique using Discrete Wavelet Transform (DWT) with high-frequency sub bands obtained is proposed. Input images are decomposed by using DWT in this proposed enhancement technique. Inverse DWT is used to generate a new resolution enhanced image from the interpolation of high-frequency sub band images and the input low-resolution image. Intermediate stage has been proposed for estimating the high frequency sub bands to achieve a sharper image. It has been tested on benchmark images from public database. Peak Signal-To-Noise Ratio (PSNR) and visual results show the dominance of the proposed technique over the predictable and state-of-art image resolution enhancement techniques.

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