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基于多核CPU和GPU的高光谱数据并行几何校正

李娜 白勇 赵慧洁 徐秋

现代电子技术2013,Vol.36Issue(2):110-112,3.
现代电子技术2013,Vol.36Issue(2):110-112,3.

基于多核CPU和GPU的高光谱数据并行几何校正

Hyperspectral data parallel geometry correction based on multicore CPU and GPU

李娜 1白勇 1赵慧洁 1徐秋1

作者信息

  • 1. 北京航空航天大学仪器科学与光电工程学院精密光机电一体化技术教育部重点实验室,北京 100191
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摘要

Abstract

Aiming at the quick processing of geometry correction, a parallel computation model based on multicore CPU and GPU is proposed in consideration of the complex computation and frequent 10 operation during geometry correction. GPU based parallel geometry correction was implemented. By introducing the technique of stream parallel, an optimized method of da-ta 10 is proposed to realize the data 10 optimization of re-sampling section. The experiment of airborne hyperspectral data col-lected by push-broom hyperspectral imager was executed. The result shows that the geometry correction processing after optimiza-tion can effectively hide the data 10 time of partial hardware and internal memory. The speedup ratio of geometry correction reaches 4.03, incresed by 1.74 times of GPU based parallel computation.

关键词

高光谱数据/几何校正/并行计算/多核CPU

Key words

hyperspectral data/geometry correction/parallel computation/multicore CPU

分类

信息技术与安全科学

引用本文复制引用

李娜,白勇,赵慧洁,徐秋..基于多核CPU和GPU的高光谱数据并行几何校正[J].现代电子技术,2013,36(2):110-112,3.

基金项目

国家"863"计划(2008AA12121102 ()

2009AA12Z119) ()

国家自然基金项目(61008047 ()

61177008) ()

中国地质调查局项目(1212011120227) (1212011120227)

长江学者和创新团队发展计划(IRT0705) (IRT0705)

现代电子技术

OACSTPCD

1004-373X

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