FPGA-based implementation of 3-D Daubechies for medical image compression

Afandi Ahmad; Noor Huda Ja'afar; Abbes Amira

doi:10.1109/IECBES.2012.6498096

FPGA-based implementation of 3-D Daubechies for medical image compression

Afandi Ahmad, Noor Huda Ja'afar, Abbes Amira

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Citations (Scopus)

Abstract

This paper presents the design and implementation of three-dimensional (3-D) Daubechies with transpose-based method for medical image compression. Due to the separability property of the multi-dimensional Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Daubechies and two transpose memories for a 3-D volume of NxNxN, suitable for 3-D medical imaging applications. The architectures were synthesised using VHDL and implemented on Altera (R) Cyclone II (EP2C35F672C6) field programmable gate array (FPGA). Experimental results and an analysis of the area, power consumption and maximum frequency are discussed in this paper.

Original language	English
Title of host publication	2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences
Place of Publication	Piscataway, NJ
Publisher	IEEE
ISBN (Print)	9781467316668
DOIs	https://doi.org/10.1109/IECBES.2012.6498096
Publication status	Published - 15 Apr 2013
Externally published	Yes

Keywords

3-D medical image compression
Daubechies
field programmable gate array (FPGA)

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10.1109/IECBES.2012.6498096

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title = "FPGA-based implementation of 3-D Daubechies for medical image compression",

abstract = "This paper presents the design and implementation of three-dimensional (3-D) Daubechies with transpose-based method for medical image compression. Due to the separability property of the multi-dimensional Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Daubechies and two transpose memories for a 3-D volume of NxNxN, suitable for 3-D medical imaging applications. The architectures were synthesised using VHDL and implemented on Altera (R) Cyclone II (EP2C35F672C6) field programmable gate array (FPGA). Experimental results and an analysis of the area, power consumption and maximum frequency are discussed in this paper.",

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author = "Afandi Ahmad and Ja'afar, {Noor Huda} and Abbes Amira",

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AU - Ahmad, Afandi

AU - Ja'afar, Noor Huda

AU - Amira, Abbes

PY - 2013/4/15

Y1 - 2013/4/15

N2 - This paper presents the design and implementation of three-dimensional (3-D) Daubechies with transpose-based method for medical image compression. Due to the separability property of the multi-dimensional Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Daubechies and two transpose memories for a 3-D volume of NxNxN, suitable for 3-D medical imaging applications. The architectures were synthesised using VHDL and implemented on Altera (R) Cyclone II (EP2C35F672C6) field programmable gate array (FPGA). Experimental results and an analysis of the area, power consumption and maximum frequency are discussed in this paper.

AB - This paper presents the design and implementation of three-dimensional (3-D) Daubechies with transpose-based method for medical image compression. Due to the separability property of the multi-dimensional Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Daubechies and two transpose memories for a 3-D volume of NxNxN, suitable for 3-D medical imaging applications. The architectures were synthesised using VHDL and implemented on Altera (R) Cyclone II (EP2C35F672C6) field programmable gate array (FPGA). Experimental results and an analysis of the area, power consumption and maximum frequency are discussed in this paper.

KW - 3-D medical image compression

KW - Daubechies

KW - field programmable gate array (FPGA)

U2 - 10.1109/IECBES.2012.6498096

DO - 10.1109/IECBES.2012.6498096

M3 - Conference contribution

SN - 9781467316668

BT - 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences

PB - IEEE

CY - Piscataway, NJ

ER -

FPGA-based implementation of 3-D Daubechies for medical image compression

Abstract

Keywords

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