Title :
VLSI architecture for lossless compression of medical images using the discrete wavelet transform
Author :
Urriza, Isidro ; Artigas, José I. ; García, José I. ; Barragán, Luis A. ; Navarro, Denis
Author_Institution :
Zaragoza Univ., Spain
Abstract :
This paper presents a VLSI architecture to implement the forward and inverse 2-D discrete wavelet transform (FDWT/IDWT), to compress medical images for storage and retrieval. Lossless compression is usually required in the medical image field. The word length required for lossless compression makes too expensive the area cost of the architectures that appear in the literature. Thus, there is a clear need for designing an architecture to implement the lossless compression of medical images using DWT. The datapath word-length has been selected to ensure the lossless accuracy criteria leading a high speed implementation with small chip area. The result is a pipelined architecture that supports single chip implementation in VLSI technology. The architecture has been simulated in VHDL and has a hardware utilization efficiency greater than 99%. It can compute the FDWT/IDWT at a rate of 3.5 512×512 12 bit images/s corresponding to a clock speed of 33 MHz
Keywords :
VLSI; data compression; hardware description languages; medical image processing; pipeline processing; wavelet transforms; 12 bit; 262144 pixel; 33 MHz; 512 pixel; DWT; VHDL; VLSI architecture; clock speed; discrete wavelet transform; hardware utilization efficiency; lossless accuracy criteria; lossless compression; medical images; pipelined architecture; word length; Biomedical imaging; Computational modeling; Computer architecture; Costs; Discrete wavelet transforms; Image coding; Image retrieval; Image storage; Medical simulation; Very large scale integration;
Conference_Titel :
Design, Automation and Test in Europe, 1998., Proceedings
Conference_Location :
Paris
Print_ISBN :
0-8186-8359-7
DOI :
10.1109/DATE.1998.655857