cosmos - skymed检测SAR图像的鲁棒变化检测功能

B. Aiazzi, L. Alparone, S. Baronti, A. Garzelli, C. Zoppetti
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引用次数: 9

摘要

由于SAR图像固有的噪声和后向散射系数随采集角度的变化,多时相SAR图像的自动变化分析是一项具有挑战性的任务。在基于对数比算子的经典方法的基础上,已经提出了几种改进变化检测性能的方法。本文提出了一种像素变化特征,并在cosmos - skymed真实检测图像上进行了测试,用于损伤评估。该方法不需要任何去斑预处理,对采集噪声和两个观测值中可能的采集角度变化都具有鲁棒性。
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A robust change detection feature for Cosmo-SkyMed detected SAR images
Automated change analysis of multi-temporal SAR images is a challenging task due to the inherent noisiness of SAR imagery and the variability of the backscattering coefficient to the acquisition angle. Several methods have been proposed in the literature to improve the change detection performances with respect to the classical method based on the Log-Ratio operator. In this paper a pixel change feature is proposed and tested on true Cosmo-SkyMed detected images for damage assessment applications. The method does not require any despeckling pre-processing and is robust both to the acquisition noise and to possible variation of the acquisition angle in the two observations.
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