空军预警学院学报Issue(3)：169-172,176,5.DOI:10.3969/j.issn.2095-5839.2015.03.004
一种基于局部窗口的SAR图像目标检测算法
Algorithm for SAR image target detection based on local window
梅磊1
作者信息
- 1. 中国电子科技集团公司第38研究所，合肥230088
- 折叠
摘要
Abstract
In terms of the requirements of the target detection accuracy, real-time and robustness for synthetic aperture radar (SAR) , this paper designs an algorithm for SAR image target detection based on local window. On the basis of conducting the denoising and segmentation processing to the acquired SAR image, this algorithm implements the strategy of fast registration for sub-pixel accuracy, based on SIFT. Meanwhile, it also achieves the target detection by the feature description results of SIFT lowering the dimension, and based on the expectation maximization algorithm of local window. Experimental results show that this algorithm has a better adaptation to the complex background and illumination along with rotation change, achieving an ideal effect of target detection.关键词
合成孔径雷达/SAR图像配准/尺度不变特征变换/目标检测/局部窗口/最大期望算法Key words
synthetic aperture radar (SAR)/SAR image registration/scale invariant feature transform (SIFT)/target detection/local window/expectation maximization algorithm分类
信息技术与安全科学引用本文复制引用
梅磊..一种基于局部窗口的SAR图像目标检测算法[J].空军预警学院学报,2015,(3):169-172,176,5.
