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An Efficient FPGA Implementation of Fast Lifting Wavelet Transform for Lossless Image Compression

TitleAn Efficient FPGA Implementation of Fast Lifting Wavelet Transform for Lossless Image Compression
Publication TypeJournal Article
Year of Publication2018
AuthorsEzhilarasan, K., D. Jayadevappa, and S. PushpaMala
JournalInternational Journal of Pure and Applied Mathematics
Volume119
Issue14
Pagination145 - 153
Date Published2018
Type of ArticleJournal Article
ISBN Number1314-3395
KeywordsDepartment of Electronics and Communication Engineering, Scopus
Abstract

This Paper proposes An efficient FPGA implementation of Fast Lifting Wavelet Transform (FLWT) for lossless image compression, The lifting based Discrete Wavelet Transform (LDWT) architecture has been selected for manipulating the correlation between the image pixels, here we provide the which storage element is required to store the computed wavelet coefficients and we will design the novel architecture to predict and update the pixel in lifting method using multiplier less operation, The use of this proposed structure allows implementation of symmetric extension without using additional computations, the proposed lifting based architectures gives a significant advantage over convolutional filter bank based architectures in terms of high throughput and less memory consumption. The proposed algorithm works a new memory structure which uses the dual line scanning and less number of registers for transposing unit, which leads to a low cost and simple hardware implementation. At lower bit rates, the PSNR is as same to the original and modified versions and it is difficult to perceive the difference between the images coded by the different state of algorithms. But at higher bit rates, the PSNR is higher for the modified algorithm than the original one. The proposed implementation also uses multiplier-less operations for filter design at all the stages, using pipelining thereby ensuring a low power system and high-frequency operation and this will implemented in XC7Z020CLG484-1 with 100Mhz of frequency

URLwww.acadpubl.eu/hub/2018-119-14/articles/3/87.pdf