Title :
Optimized implementation of Discrete Wavelet Transform with area efficiency
Author :
John, S. ; Jose, M.
Author_Institution :
ECE Dept., Viswajyothi Coll. of Eng. & Technol. Vazhakkulam, Muvattupuzha, India
Abstract :
The objective of this paper is to illustrate a comparative study on the performance of DWT with the multiplier reducing algorithms. The optimization techniques were based on the identification of algorithms, which could exploit the FPGA features. Discrete Wavelet Transform (DWT) is one of the most used techniques for image compression and is applied in a large category of applications for multi resolution analysis of signals. DWT can provide significant compression ratios without great loss of visual quality than the previous techniques such as the Discrete Cosine Transform (DCT) and the Discrete Fourier Transform (DFT). This work provides an analysis between the conventional VLSI implementation techniques as against an area efficient realization approach. This is expected to provide a reduction in hardware complexity and also an increase in computational speed. The reduction in the resource utilization improves the system performance by means of reduction in power consumption as well as the reduction in delay.
Keywords :
discrete wavelet transforms; field programmable gate arrays; image coding; DWT; FPGA features; VLSI implementation techniques; area efficiency; discrete wavelet transform; hardware complexity; image compression; multi resolution analysis; multiplier reducing algorithms; resource utilization; Algorithm design and analysis; Discrete wavelet transforms; Filter banks; Hardware; Image coding; Signal processing algorithms; DA Algorithm; DWT; SA Algorithm;
Conference_Titel :
Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013 International Multi-Conference on
Conference_Location :
Kottayam
Print_ISBN :
978-1-4673-5089-1
DOI :
10.1109/iMac4s.2013.6526515