计算机与现代化 ›› 2009, Vol. 1 ›› Issue (12): 85-88.doi: 10.3969/j.issn.1006-2475.2009.12.023

• 图像处理 • 上一篇    下一篇

一种基于特征的航空遥感影像自动镶嵌方法

王志强,程 红,孙文邦
  

  1. 空军航空大学特种专业系,吉林 长春 130022
  • 收稿日期:2009-02-17 修回日期:1900-01-01 出版日期:2009-11-27 发布日期:2009-11-27

A Method of Aerial Remote Sensing Image Automatic Mosaics Based on Feature

WANG Zhi-qiang, CHENG Hong, SUN Wen-bang
  

  1. Department of Specialty, Aviation University of Air Force, Changchun 130022, China
  • Received:2009-02-17 Revised:1900-01-01 Online:2009-11-27 Published:2009-11-27

摘要: 提出了一种基于改进的Harris角点检测的航空遥感影像镶嵌方法。该方法增加了水平、垂直方向的梯度检验,用于提高整个算法的运算速度;增加了自适应阈值的确定算法,提高了整个算法的鲁棒性,实现了航空影像间的自动配准,最终使用加权平滑算法完成了图像的无缝镶嵌。整个处理过程完全自动地实现了对两幅航空遥感影像的无缝镶嵌,克服了传统航空遥感影像镶嵌在属性条件变化下的局限性,实验结果验证了方法的有效性。

关键词: Harris角点检测, 图像配准, 图像融合

Abstract: An automatic aerial remote sensing image mosaic method based on improved Harris corner detection is proposed. The horizontal and vertical gradient test is added to improve the speed; the auto-adapted threshold is added to improve the robustness. The automatic registration between images is realized. And finally image mosaic is completed with smoothing algorithm. The method implements automatically and avoids the disadvantages of traditional aerial remote sensing image mosaic method under different attribution conditions. Experimental results show that the method is stable and effective.

Key words: Harris corner detection, image registration, image composition

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