High-speed VLSI implementation of 2-d discrete wavelet transform

被引:59
作者
Cheng, Chao [1 ]
Parhi, Keshab K. [1 ]
机构
[1] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
关键词
cyclic convolution; discrete wavelet transforms (DWTs); linear convolution; very-large-scale integration (VLSI);
D O I
10.1109/TSP.2007.900754
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a systematic high-speed VLSI implementation of the discrete wavelet transform (DWT) based on hardware-efficient parallel FIR filter structures. High-speed 2-D DWT with computation time as low as N-2/12 can be easily achieved for an N x N image with controlled increase of hardware cost. Compared with recently published 2-D DWT architectures with computation time of N-2/3 and 2N(2)/3, the proposed designs can also save a large amount of multipliers and/or storage elements. It can also be used to implement those 2-D DWT traditionally suitable for lifting or flipping-based designs, such as (9,7) and (6,10) DWT. The throughput rate can be improved by a factor of 4 by the proposed approach, but the hardware cost increases by a factor of around 3. Furthermore, the proposed designs have very simple control signals, regular structures and 100% hardware utilization for continuous images.
引用
收藏
页码:393 / 403
页数:11
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