The Applications of Discrete Wavelet Transform in Image Processing: A Review

  • Gheyath Othman Duhok Polytechnic University
  • Diyar Qader Zeebaree
Keywords: Wavelets, Wavelet transform, Multiresolution analysis, Quaternion wavelets, Image processing

Abstract

This paper reviews the newly published works on applying waves to image processing depending on the analysis of multiple solutions. the wavelet transformation reviewed in detail including wavelet function, integrated wavelet transformation, discrete wavelet transformation, rapid wavelet transformation, DWT properties, and DWT advantages. After reviewing the basics of wavelet transformation theory, various applications of wavelet are reviewed and multi-solution analysis, including image compression, image reduction, image optimization, and image watermark. In addition, we present the concept and theory of quadruple waves for the future progress of wavelet transform applications and quadruple solubility applications. The aim of this paper is to provide a wide-ranging review of the survey found able on wavelet-based image processing applications approaches. It will be beneficial for scholars to execute effective image processing applications approaches.

Published
06-12-2020
How to Cite
Othman, G., & Zeebaree, D. Q. (2020). The Applications of Discrete Wavelet Transform in Image Processing: A Review. Journal of Soft Computing and Data Mining, 1(2), 31-43. Retrieved from https://publisher.uthm.edu.my/ojs/index.php/jscdm/article/view/7215
Section
Articles