An Efficient Lifting Based Architecture for 3D Discrete Wavelet Transform

Authors(2) :-J. B. S. Loknath, J. Naga Raju

The digital data can be transformed using Discrete Wavelet Transform (DWT). The Discrete Wavelet Transform (DWT) was based on time-scale representation, which provides efficient multi-resolution. The lifting based scheme (9, 7) (Here 9 Low Pass filter coefficients and the 7 High Pass filter coefficients) filter give lossy mode of information. The lifting based DWT are lower computational complexity and reduced memory requirements. Since Conventional convolution based DWT is area and power hungry which can be overcome by using the lifting based scheme. The discrete wavelet transform (DWT) is being increasingly used for image coding. This is due to the fact that DWT supports features like progressive image transmission (by quality, by resolution), ease of transformed image manipulation, region of interest coding, etc. DWT has traditionally been implemented by convolution. Such an implementation demands both a large number of computations and a large storage features that are not desirable for either high-speed or low-power applications. Recently, a lifting-based scheme that often requires far fewer computations has been proposed for the DWT. In this work, the design of Lossy 3-D DWT (Discrete Wavelet Transform) using Lifting Scheme Architecture will be modeled using the Verilog HDL and its functionality were verified using the Modelsim tool and can synthesized by using the Xilinx tool.

Authors and Affiliations

J. B. S. Loknath
Department of Electronics and Communication, Malla Reddy Engineering Collage& Management Science's, Hyderabad, Telangana, India
J. Naga Raju
Department of Electronics and Communication, MLR Institute of Technology, Hyderabad, Telangana, India,

DWT, Lifting scheme, Wavelet

  1. Daubechies and W. Sweldens, “Factoring wavelet transforms into
  2. lifting steps,” J. Fourier Anal. Appl., vol. 4, no. 3, pp. 247-269, 1998.
  3. S. Barua, J. E. Carletta, K. A. Kotteri, and A. E. Bell, “An efficient architecture for lifting-based two-dimensional discrete wavelet transforms,” VLSI J. Integration, vol. 38, no. 3, pp. 341-352, Jan. 2005.
  4. G. Kuzmanov, B. Zafarifar, P. Shrestha, and S. Vassiliadis, “Reconfigurable DWT unit based on lifting,” in Proc. Program Res. Integr. Syst. Circuits, Veldhoven, The Netherlands, Nov. 2002, pp. 325-333.
  5. L. Luo, S. Li, Z. Zhuang, and Y.-Q. Zhang, “Motion compensated lifting wavelet and its application in video coding,” in Proc. IEEE Int. Conf. Multimedia Expo, Tokyo, Japan, 2001, pp. 365-368.

Publication Details

Published in : Volume 2 | Issue 5 | September-October 2017
Date of Publication : 2017-10-31
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 657-661
Manuscript Number : CSEIT11725131
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

J. B. S. Loknath, J. Naga Raju, "An Efficient Lifting Based Architecture for 3D Discrete Wavelet Transform", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 5, pp.657-661, September-October-2017.
Journal URL : http://ijsrcseit.com/CSEIT11725131

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