VLSI Architecture Design of 9/7 Discrete Wavelet Transform for Image Processing

被引:0
作者
Javed, Sadaf [1 ]
Younis, Ch. Jabbar [1 ]
Alam, Mehboob [1 ]
Massoud, Yehia [2 ]
机构
[1] Mirpur Univ Sci & Technol, Dept Elect Engn, Mirpur 10250, Ajk, Pakistan
[2] Stevens Inst Technol, Sch Syst & Enterprises, Hoboken, NJ 07030 USA
来源
2019 IEEE 62ND INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS) | 2019年
关键词
Discrete Wavelet Transform; VLSI; Distributed Arithmetic; Image Processing; Canonical Signed Digit;
D O I
10.1109/mwscas.2019.8885044
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
In image processing, transform coding de-correlates images to pre-condition them for efficient compression. In this work, we propose VLSI architecture design of a hardware-efficient 9/7 Discrete Wavelet Transform (DWT). The architecture takes advantage of Canonical Signed Digit (CSD) and Distributed Arithmetic (DA) to represent and optimally distribute co-efficients to reduce the number of adder and shift registers. In addition, the co-efficient multiplication also exploits the horizontal and vertical redundancy in the architecture to reduce the hardware computational complexity. The result is a filter-based design, exploiting hardware path of architecture using CSD coefficients, which finds minimum realization. The proposed architecture is simulated using Verilog Hardware Description Language (HDL). A comparison with other architectures of 9/7 DWT shows a 18.75% reduction in hardware. The result is a hardware-efficient architecture, which provides a low-power solution for image and signal processing applications.
引用
收藏
页码:686 / 689
页数:4
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