Title :
Rapid prototyping of three-dimensional transform for medical image compression
Author :
Ja´afar, Noor Huda ; Ahmad, Afandi ; Amira, Abbes
Author_Institution :
Dept. of Comput. Eng., Univ. Tun Hussein Onn Malaysia (UTHM), Parit Raja, Malaysia
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.
Keywords :
image coding; medical image processing; 3D transform; field programmable gate array; medical image compression; multidimensional Daubechies; multidimensional Haar; rapid prototyping; realtime 3D medical imaging application; transpose memories; 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;
Conference_Titel :
Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-0381-1
Electronic_ISBN :
978-1-4673-0380-4
DOI :
10.1109/ISSPA.2012.6310671