Title :
High-Speed VLSI Implementation of 2-D Discrete Wavelet Transform
Author :
Cheng, Chao ; Parhi, Keshab K.
Author_Institution :
Minnesota Univ., Minnesota
Abstract :
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 NtimesN 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.
Keywords :
FIR filters; VLSI; convolution; discrete wavelet transforms; FIR filter; convolution; discrete wavelet transform; hardware utilization; high-speed VLSI; multipliers; storage elements; very-large-scale integration; Chaotic communication; Computer architecture; Continuous wavelet transforms; Convolution; Costs; Discrete wavelet transforms; Filtering; Finite impulse response filter; Hardware; Very large scale integration; Cyclic convolution; discrete wavelet transforms (DWTs); linear convolution; very-large-scale integration (VLSI);
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.900754