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基于GPU的二维离散小波变换快速计算

马伯宁 王晨昊 汤晓安 匡纲要

国防科技大学学报2011,Vol.33Issue(3):111-114,4.
国防科技大学学报2011,Vol.33Issue(3):111-114,4.

基于GPU的二维离散小波变换快速计算

Fast 2D DWT Calculation Based on GPU

马伯宁 1王晨昊 1汤晓安 1匡纲要1

作者信息

  • 1. 国防科技大学电子科学与工程学院,湖南长沙410073
  • 折叠

摘要

Abstract

By analyzing the DWT's polyphase representation and CPU's general-purpose computation model, this study presents a 2D DWT algorithm based on GPU and polyphase, which combines with modem GPU's multi-texture property and multiple render targets property. The computing form is well suited to GPU' s SIMD architecture in the method presented. The number of texture visit is significantly reduced. The GPU's vector processing ability and 2D address accessing ability is well utilized. The experimental result shows that the processing speed is greatly improved.

关键词

二维离散小波变换/多相表示/图形处理单元

Key words

2D DWT/polyphase representation/GPU(Graph Process Unit)

分类

信息技术与安全科学

引用本文复制引用

马伯宁,王晨昊,汤晓安,匡纲要..基于GPU的二维离散小波变换快速计算[J].国防科技大学学报,2011,33(3):111-114,4.

基金项目

国家部级科研项目 ()

国防科技大学学报

OA北大核心CSCDCSTPCD

1001-2486

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