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  • 标题:Implementation and Comparison of the Lifting 5/3 and 9/7 Algorithms in MatLab on GPU
  • 本地全文:下载
  • 作者:Randa Khemiri ; Fatma Ezahra Sayadi ; Haythem Bahri
  • 期刊名称:Journal of Electrical Systems
  • 印刷版ISSN:1112-5209
  • 出版年度:2016
  • 卷号:12
  • 期号:3
  • 页码:490-499
  • 出版社:ESRGroups
  • 摘要:In order to accelerate the Discrete Wavelet Transform DWT, we have implemented and compared the lifting "Le Gall5/3" and "Cohen-Daubechies-Feauveau9/7" (CDF9/7) algorithms on a low cost NVIDIA’s GPU. The suggested implementation is realized in MatLab using the in-house parallel computation toolbox (PCT). Our experimental results indicate, that the speedup is proportional to the image size until it attains a maximum at 20482 pixels, beyond these values the curve decreases. The performance with GPU enhances above a factor of 2~3 compared with CPU.
  • 关键词:Discrete Wavelet Transform (DWT); Le Gall5/3; Cohen-Daubechies-Feauveau9/7; GPU;; CPU; MatLab.
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