Rapid Prototyping of Three-dimensional (3-D) Daubechies with Transpose-based Method for Medical Image Compression

Authors

  • Noor Huda Ja'afar UTHM
  • Afandi Ahmad UTHM
  • Abbes Amira QU

Keywords:

3-D medical image compression, Daubechies, FPGA

Abstract

This paper presents an efficient architecture for three-dimensional (3-D) Daubechies with transpose-based method for medical image compression. Daubechies 4-tap (Daub4) and Daubechies 6-tap (Daub6) are selected with pipelined direct mapping design technique. Due to the separability property of the multi-dimensional Daubechies, the proposed architectures have been implemented using a cascade of three N-point one-dimensional (1-D) Daub4/Daub6 and two transpose memories for a 3-D volume of N*N*N suitable for real-time 3-D medical imaging applications. The architectures were synthesised using VHDL and implemented on Altera®Cyclone II (EP2C35F672C6) field programmable gate array (FPGA). An in depth evaluation in terms of area, power consumption, maximum frequency and latency are discussed in this paper.

Downloads

Download data is not yet available.

Author Biographies

  • Noor Huda Ja'afar, UTHM

    Department of Computer Engineering
    Faculty of Electrical and Electronic Engineering
    Universiti Tun Hussein Onn Malaysia (UTHM)
    P. O. Box 101, 86400 Batu Pahat, Johor, MALAYSIA.

  • Afandi Ahmad, UTHM
    Department of Computer Engineering
    Faculty of Electrical and Electronic Engineering
    Universiti Tun Hussein Onn Malaysia (UTHM)
    P. O. Box 101, 86400 Batu Pahat, Johor, MALAYSIA.
  • Abbes Amira, QU
    Department of Electrical Engineering
    College of Engineering, Qatar University
    P. O. Box 2713, Doha, QATAR.
    NIBEC, University of Ulster, Jordanstown Campus, UK.

Downloads

Published

15-03-2022

Issue

Section

Issue on Electrical and Electronic Engineering

How to Cite

Ja'afar, N. H., Ahmad, A., & Amira, A. (2022). Rapid Prototyping of Three-dimensional (3-D) Daubechies with Transpose-based Method for Medical Image Compression. International Journal of Integrated Engineering, 4(3). https://penerbit.uthm.edu.my/ojs/index.php/ijie/article/view/619