| SAR图像车辆目标ROI的提取技术 |
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| 引用本文： | 李禹,计科峰,粟毅.SAR图像车辆目标ROI的提取技术[J].电子与信息学报,2007,29(9):2105-2109. |
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| 作者姓名： | 李禹 计科峰 粟毅 |
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| 作者单位： | 1. 国防科技大学电子科学与工程学院,长沙,410073;西安武警工程学院通信工程系,西安,710086
2. 国防科技大学电子科学与工程学院,长沙,410073 |
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| 摘 要： | SAR图像感兴趣目标区域(Region Of Interest, ROI)的提取是目标识别的基础。该文针对SAR图像中车辆目标ROI提取问题，系统分析了ROI提取过程的关键环节，提出了采用基于有序数据可变索引(Ordered Data Variability Index, ODVI)的自适应CFAR方法实现目标的恒虚警检测，同时对ROI切片计算鉴别特征，并实现序贯鉴别。最后利用X波段SAR图像数据验证了该文的ROI提取技术，给出了鉴别输出的ROI，处理结果显示该文算法能准确提取车辆目标ROI，有效消除虚警。
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| 关 键 词： | SAR 感兴趣区域 目标检测 目标鉴别 聚类 |
| 文章编号： | 1009-5896（2007）09-2105-05 |
| 收稿时间： | 2006-6-23 |
| 修稿时间： | 2006-06-23 |
The Method of ROI Extraction for Vehicle in SAR Image |
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| Li Yu,Ji Ke-Feng,Su Yi.The Method of ROI Extraction for Vehicle in SAR Image[J].Journal of Electronics & Information Technology,2007,29(9):2105-2109. |
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| Authors: | Li Yu Ji Ke-Feng Su Yi |
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| Affiliation: | School of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China; Engineering College of Armed Police Forces, Xi’an 710086, China |
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| Abstract: | ROI extraction is the essential technology for target recognition in SAR image.This paper firstly analyses the difficulties of ROI extraction for vehicle in SAR image,presents its key steps and flow chart.And then an adaptive CFAR method for SAR image target detection based on the ordered data variability index(ODVI)is proposed to improve the performance of detection.The discrimination features are calculated to form the statistic of target discrimination.The ROIs can be discriminated by using orderly the features.Finally,the real X band SAR image data is used as test data for this ROI extraction algorithm,and the discriminating results are shown. The performance of this algorithm is good. |
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| Keywords: | SAR Region of interest (ROI) Target detection Target discrimination Clustering |
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