吉林大学学报（理学版）Issue(2)：267-272,6.DOI:10.13413/j.cnki.jdxblxb.2015.02.22
一种基于 GPU 的二维离散多分辨率小波变换加速方法
A Method of GPU-Based Accelerating 2D Multi-resolutions Discrete Wavelet Transform
摘要
Abstract
Since the classical wavelet transform algorithm on CPU hardly meets the real-time performance requirements,especially dealing with large scale data in high resolution,we presented a GPU-based parallel wavelet transform algorithm,which improves the locality of local memory access and increases the bandwidth of global memory access.It uses multi-kernel to improve the performance in the case of multi-resolutions.The experiment results show that compared to the performance of a classical algorithm on CPU,GPU gains the speedup of 30—60,accordingly,it can satisfy the real-time requirements for transformation.关键词
小波变换/多分辨率/GPU 加速Key words
wavelet transform/multi-resolutions/GPU acclerate分类
信息技术与安全科学引用本文复制引用
刘磊,张子佳,刘雷,张睿..一种基于 GPU 的二维离散多分辨率小波变换加速方法[J].吉林大学学报（理学版）,2015,(2):267-272,6.基金项目
国家高技术研究发展计划863项目基金(批准号:2012AA010902)和国家重点基础研究发展计划973项目基金(批准号:2011CB302500) （批准号:2012AA010902）
