摘要
针对传统滚动引导滤波算法在处理SAR图像时,面对较多琐碎纹理效果欠佳,容易产生虚假边缘的问题,提出融合Sobel算子自适应计算图像中每个像素点的梯度,反映图像的边缘强度来指导滚动引导滤波参数的调整,从而优化滚动引导滤波的结果。通过传统算法和改进算法对雷达图像处理的边缘强化和细节纹理提取的对比结果表明,提出的利用Sobel算子来进行滚动引导滤波参数的调整有着明显提升,能有效地支撑雷达图像的后续处理,为图像的强散射结构提取提供了一种新的方法。
Aiming at the problem of traditional rolling guided filtering algorithms facing many trivial texture effects and prone to false edges when processing SAR images,this paper proposed a Sobel operator to adaptively calculate the gradient of each pixel in the image to reflect the edge strength of the image to guide the adjustment of rolling guided filtering parameters and optimize the results of rolling guided filtering.The results of edge enhancement and detail texture extraction in radar image processing using traditional and improved algorithms showed that the proposed Sobel operator for adjusting rolling guided filtering parameters had a significant improvement,which could effectively support the subsequent processing of radar images and provide a new method for extracting strong scattering bands in images.
作者
马常昊
胡文惠
钟海超
文永刁
李岗
李铁
MA Changhao;HU Wenhui;ZHONG Haichao;WEN Yongdiao;LI Gang;LI Tie(Xi'an Institute of Electromechanical Information Technology,Xi'an 710065,China;Science and Technology on Electromechanical Dynamic Control Laboratory,Xi'an 710065,China;Shaanxi National Defense Technology Industry Electromagnetic and Infrared Testing Technology Engineering Application Innovation Center,Xi'an 710065,China)
出处
《探测与控制学报》
CSCD
北大核心
2024年第2期119-124,共6页
Journal of Detection & Control
关键词
雷达成像
滚动引导滤波
SOBEL算子
尺度分解
散射结构
radar imaging
rolling guidance filtering
sobel operator
scale decomposition
scattering structure