影像配准误差对高分辨率遥感影像变化检测精度影响的研究

申邵洪 , 郭信民

长江科学院院报 ›› 2011, Vol. 28 ›› Issue (10) : 205-209.

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长江科学院院报 ›› 2011, Vol. 28 ›› Issue (10) : 205-209.
信息技术应用

影像配准误差对高分辨率遥感影像变化检测精度影响的研究

  • 申邵洪 1 , 郭信民 2
作者信息 +

Effects of Image Misregistration on the Accuracy of Change Detection  for High Resolution Remotely Sensed Images

  • SHEN Shao-hong 1 , GUO Xin-min 2
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摘要

以多时相遥感影像几何配准模型为理论基础,研究相对配准误差对高分辨率遥感影像变化检测精度的影响。首先,分析了配准误差和影像波段、地类复杂度之间的关系;其次,研究了相同配准误差条件下,每个不同波段的敏感程度以及不同地类复杂度区域的差异性。实验选取地类复杂度不同的 QuickBird 真彩色影像区域为实验数据,结果表明配准误差对每个波段影响不一致性,并且,配准误差对高地类复杂度区域检测精度的影响更为明显,易产生更多的虚假变化信息。

Abstract

The effects of image misregistration on the accuracy of change detection for high-resolution remotely sensed images were quantitatively investigated on the basis of multi-temporal geometrical registration. The relationship of misregistration respectively with bands and land complexity were firstly analyzed and evaluated. The sensitivity of each band and the difference among each region with different land complexity were then analyzed when misregistration errors are the same. The experimental results using QuickBird true-color images of four regions indicated that the misregistration had different impact on each band, and had more evident impact on regions of high land complexity with more false information generated.

关键词

配准误差 /   / 高分辨率遥感 /   / 变化检测  / 精度评价

Key words

image misregistration / high resolution remotely sensed image / change detection / accuracy assessment

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导出引用
申邵洪 , 郭信民. 影像配准误差对高分辨率遥感影像变化检测精度影响的研究[J]. 长江科学院院报. 2011, 28(10): 205-209
SHEN Shao-hong , GUO Xin-min. Effects of Image Misregistration on the Accuracy of Change Detection  for High Resolution Remotely Sensed Images[J]. Journal of Changjiang River Scientific Research Institute. 2011, 28(10): 205-209
中图分类号: TP751   

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