Rapid prototyping of three-dimensional transform for medical image compression

Noor Huda Ja'afar; Afandi Ahmad; Abbes Amira

doi:10.1109/ISSPA.2012.6310671

Rapid prototyping of three-dimensional transform for medical image compression

Noor Huda Ja'afar, Afandi Ahmad, Abbes Amira

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

4 Citations (Scopus)

Abstract

This paper presents the design and implementation of three-dimensional (3-D) Haar and Daubechies with transpose based method for medical image compression. Due to the separability property of the multi-dimensional Haar and Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Haar/Daubechies and two transpose memories for a 3-D volume of N×N×N suitable for real-time 3-D medical imaging applications. Two architectures were synthesised using VHDL and implemented on Altera®Cyclone II (EP2C15AF484C6) 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	11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	842-847
Number of pages	6
ISBN (Print)	9781467303811
DOIs	https://doi.org/10.1109/ISSPA.2012.6310671
Publication status	Published - 24 Nov 2012
Externally published	Yes

Keywords

Algorithm design and analysis
Biomedical imaging
Computer architecture
Image coding
Power demand
Wavelet transforms
Daubechies
Haar
field programmable gate array (FPGA)
image compression
three-dimensional

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10.1109/ISSPA.2012.6310671

Cite this

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title = "Rapid prototyping of three-dimensional transform for medical image compression",

abstract = "This paper presents the design and implementation of three-dimensional (3-D) Haar and Daubechies with transpose based method for medical image compression. Due to the separability property of the multi-dimensional Haar and Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Haar/Daubechies and two transpose memories for a 3-D volume of N×N×N suitable for real-time 3-D medical imaging applications. Two architectures were synthesised using VHDL and implemented on Altera{\textregistered}Cyclone II (EP2C15AF484C6) field programmable gate array (FPGA). Experimental results and an analysis of the area, power consumption and maximum frequency are discussed in this paper.",

keywords = "Algorithm design and analysis, Biomedical imaging, Computer architecture, Image coding, Power demand, Wavelet transforms, Daubechies, Haar, field programmable gate array (FPGA), image compression, three-dimensional",

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

year = "2012",

month = nov,

day = "24",

doi = "10.1109/ISSPA.2012.6310671",

language = "English",

isbn = "9781467303811",

pages = "842--847",

booktitle = "11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012",

publisher = "IEEE",

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Rapid prototyping of three-dimensional transform for medical image compression. / Ja'afar, Noor Huda; Ahmad, Afandi; Amira, Abbes.
11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012 . Piscataway, NJ: IEEE, 2012. p. 842-847.

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

TY - GEN

T1 - Rapid prototyping of three-dimensional transform for medical image compression

AU - Ja'afar, Noor Huda

AU - Ahmad, Afandi

AU - Amira, Abbes

PY - 2012/11/24

Y1 - 2012/11/24

N2 - This paper presents the design and implementation of three-dimensional (3-D) Haar and Daubechies with transpose based method for medical image compression. Due to the separability property of the multi-dimensional Haar and Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Haar/Daubechies and two transpose memories for a 3-D volume of N×N×N suitable for real-time 3-D medical imaging applications. Two architectures were synthesised using VHDL and implemented on Altera®Cyclone II (EP2C15AF484C6) 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) Haar and Daubechies with transpose based method for medical image compression. Due to the separability property of the multi-dimensional Haar and Daubechies, the proposed architecture has been implemented using a cascade of three N-point one-dimensional (1-D) Haar/Daubechies and two transpose memories for a 3-D volume of N×N×N suitable for real-time 3-D medical imaging applications. Two architectures were synthesised using VHDL and implemented on Altera®Cyclone II (EP2C15AF484C6) field programmable gate array (FPGA). Experimental results and an analysis of the area, power consumption and maximum frequency are discussed in this paper.

KW - Algorithm design and analysis

KW - Biomedical imaging

KW - Computer architecture

KW - Image coding

KW - Power demand

KW - Wavelet transforms

KW - Daubechies

KW - Haar

KW - field programmable gate array (FPGA)

KW - image compression

KW - three-dimensional

U2 - 10.1109/ISSPA.2012.6310671

DO - 10.1109/ISSPA.2012.6310671

M3 - Conference contribution

SN - 9781467303811

SP - 842

EP - 847

BT - 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012

PB - IEEE

CY - Piscataway, NJ

ER -

Rapid prototyping of three-dimensional transform for medical image compression

Abstract

Keywords

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