关键词: 偏微分方程, 遥感成像, 雷达距离图像分类, 平滑处理, 多区域分割, 能量泛函

Abstract: Aiming at the problem that the traditional method of classification of remote sensing imaging radar range images did not smooth the image, which made it vulnerable to environmental interference and poor classification performance, the author proposed a distance image classification method for remote sensing imaging radar based on partial differential equation. Firstly, the author smoothed the distance image of remote sensing imaging radar by improving the partial differential equation. Secondly, a multiregion segmentation model based on partial differential equation was used to treat the distance image classification process of remote sensing imaging radar as minimization process of generalization function, the multiregion classification of the distance image of remote sensing imaging radar was realized by minimizing the energy function through the segmentation. Experimental results show that the proposed method has fast imaging speed, good denoising and image segmentation effect, high classification accuracy and Kappa coefficient value.

Key words: partial differential equation, remote sensing imaging, radar range image classification, smoothing treatment, multiregion segmentation, energy function