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

  • 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.

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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.
How to Cite
Ja’afar, N. H., Ahmad, A., & Amira, A. (1). Rapid Prototyping of Three-dimensional (3-D) Daubechies with Transpose-based Method for Medical Image Compression. International Journal of Integrated Engineering, 4(3). Retrieved from https://publisher.uthm.edu.my/ojs/index.php/ijie/article/view/619
Section
Issue on Electrical and Electronic Engineering