计算技术与自动化2024,Vol.43Issue(3) :108-113.DOI:10.16339/j.cnki.jsjsyzdh.202403019

基于小波双三次插值的遥感测绘图像空间分辨率检测方法

Spatial Resolution Detection of Remote Sensing Mapping Image Based on Wavelet Bicubic Interpolation

万计
计算技术与自动化2024,Vol.43Issue(3) :108-113.DOI:10.16339/j.cnki.jsjsyzdh.202403019

基于小波双三次插值的遥感测绘图像空间分辨率检测方法

Spatial Resolution Detection of Remote Sensing Mapping Image Based on Wavelet Bicubic Interpolation

万计1
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作者信息

  • 1. 湖南省测绘产品质量检验中心,湖南长沙 410007
  • 折叠

摘要

为了解决传统图像插值方法在处理效率上的问题,提出了基于小波双三次插值的遥感测绘图像空间分辨率检测方法.利用小波双三次插值将遥感测绘图像分割为空间单位.基于K-L变换原理构建图像滤波系数矩阵.采用异构并行体系,在CUDA架构下进行高密度值计算,实现了遥感测绘图像空间分辨率的快速检测.实验结果表明,本文方法能够在转换图像时保留更多的细节和纹理信息;在不同测绘比例下,能够在2.5 s内完成分辨率检测,且相对水平和垂直分辨率结果较高,适合人眼观察,具有实际应用效果.

Abstract

In order to solve the problem of processing efficiency of traditional image interpolation methods,a spatial res-olution detection method of remote sensing mapping image based on wavelet bicubic interpolation was proposed.Wavelet bicubic interpolation is used to segment remote sensing mapping image into spatial units.The image filtering coefficient ma-trix is constructed based on the principle of Kosambi-Karhunen-Loève theorem.Adopting a heterogeneous parallel system,high-density value calculation is carried out under the CUDA architecture,achieving rapid detection of spatial resolution in remote sensing surveying and mapping images.The experimental results show that the proposed method can preserve more details and texture information when converting images.Under different mapping ratios,resolution detection can be comple-ted within 2.5 s,with relatively high horizontal and vertical resolution results,suitable for human eye observation and prac-tical application effects.

关键词

小波双三次插值/遥感测绘图像/检测方法/空间分辨率

Key words

wavelet bicubic interpolation/remote sensing mapping image/detection method/spatial resolution

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出版年

2024
计算技术与自动化
湖南大学

计算技术与自动化

CSTPCD
影响因子:0.295
ISSN:1003-6199
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