Title :
On-Chip Memory Optimization Scheme for VLSI Implementation of Line-Based Two-Dimentional Discrete Wavelet Transform
Author :
Cheng, Chih-Chi ; Huang, Chao-Tsung ; Chen, Ching-Yeh ; Lian, Chung-Jr ; Chen, Liang-Gee
Author_Institution :
Nat. Taiwan Univ., Taipei
fDate :
7/1/2007 12:00:00 AM
Abstract :
The on-chip line buffer dominates the total area and power of line-based 2-D discrete wavelet transform (DWT). In this paper, a memory-efficient VLSI implementation scheme for line-based 2-D DWT is proposed, which consists of two parts, the wordlength analysis methodology and the multiple-lifting scheme. The required wordlength of on-chip memory is determined firstly by use of the proposed wordlength analysis methodology, and a memory-efficient VLSI implementation scheme for line-based 2-D DWT, named multiple-lifting scheme, is then proposed. The proposed wordlength analysis methodology can guarantee to avoid overflow of coefficients, and the average difference between predicted and experimental quality level is only 0.1 dB in terms of PSNR. The proposed multiple-lifting scheme can reduce not only at least 50% on-chip memory bandwidth but also about 50% area of line buffer in 2-D DWT module.
Keywords :
VLSI; digital signal processing chips; discrete wavelet transforms; image coding; semiconductor storage; storage management; JPEG 2000; MPEG-4; VLSI implementation; image compression; line-based 2D discrete wavelet transform; multiple-lifting scheme; on-chip line buffer; on-chip memory optimization; wordlength analysis; Bandwidth; Computer buffers; Discrete wavelet transforms; Filters; Hardware; Image coding; MPEG 4 Standard; Registers; Transform coding; Very large scale integration; Discrete wavelet transform (DWT); JPEG 2000; MPEG-4; VLSI architecture; image compression;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2007.897106