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首页> 外文期刊>Defence Science Journal >Two-dimensional Length Extraction of Ballistic Target from ISAR Images Using a New Scaling Method by Affine Registration
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Two-dimensional Length Extraction of Ballistic Target from ISAR Images Using a New Scaling Method by Affine Registration

机译:基于仿射配准的新缩放方法从ISAR图像中二维目标弹道长度提取

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摘要

The length of ballistic target is one of the most important features for target recognition. It can be extracted from ISAR Images. Unlike from the optical image, the length extraction from ISAR image has two difficulties. The first one is that it is hard to get the actual position of scattering centres by the traditional target extraction method. The second one is that the ISAR image's cross scale is not known because of the target's complex rotation. Here we propose two methods to solve these problems. Firstly, we use clustering method to get scattering centers. Secondly we propose to get cross scale of the ISAR images by affine registration. Experiments verified that our approach is realisable and has good performance.
机译:弹道目标的长度是目标识别的最重要特征之一。可以从ISAR图像中提取。与从光学图像不同,从ISAR图像提取长度有两个困难。第一个是传统的目标提取方法很难获得散射中心的实际位置。第二个原因是由于目标的复杂旋转,ISAR图像的横尺度未知。在这里,我们提出了两种方法来解决这些问题。首先,我们使用聚类方法获得散射中心。其次,我们建议通过仿射配准来获得ISAR图像的跨尺度。实验证明我们的方法是可以实现的,并且具有良好的性能。

著录项

  • 来源
    《Defence Science Journal》 |2014年第5期|458-463|共6页
  • 作者单位

    College of Electronic Science and Engineering,National University of Defense Technology, Changsha-410 073, China;

    College of Electronic Science and Engineering,National University of Defense Technology, Changsha-410 073, China;

    College of Electronic Science and Engineering,National University of Defense Technology, Changsha-410 073, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    ISAR image; affine registration; cross scaling; scattering center; clustering;

    机译:ISAR图像;仿射注册;交叉缩放散射中心聚类;

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