轮廓分析在航空图像序列目标检测中的应用

V. Sablina, A. Novikov, M. Nikiforov, A. A. Loginov
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引用次数: 6

摘要

考虑了航空图像序列中用于飞机导航任务的目标检测问题;简要回顾了传统上在所考虑的领域中使用的方法;在已开发的轮廓分析算法的基础上,提出了分析后航拍图像中目标检测的航拍图像序列处理与分析技术;指出了将所开发的轮廓分析算法应用于给定任务的方法;对其中的一些算法进行了详细的研究,即逼近多边形查找算法、子轮廓生成算法、对应点直接选择算法;给出了所开发算法在测试航拍图像序列上的实验结果;提出了今后可能的研究方向。
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Contour analysis application for object detection in aerial image sequence
The object detection problems in the aerial image sequence for the aircraft navigation task are considered; the brief review of the methods which are traditionally used in the considered field is represented; the aerial image sequence processing and analysis technique on the basis of the developed contour analysis algorithms for the object detection in the analyzed aerial images is suggested; the way to apply the developed contour analysis algorithms to solve the assigned task is indicated; some of these algorithms are considered in detail, viz. the approximating polygon finding algorithm, the subcontour generation algorithm, the corresponding points direct selection algorithm; the experimental results of the developed algorithms for the test aerial image sequence are shown; the possible direction for the future research is mentioned.
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