Improving the star map preprocessing method using the Sobel operator

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Abstract

A modification of the star map preprocessing method based on the Sobel operator is proposed. Since the star tracker images are subjected to varying degrees of light scattering to eliminate the region of brightness at the center of the star, avoid the influence of star point overexpansion and retain more information about star points characteristics, edge detection and stylized morphological processing are performed. The improved method demonstrates good adaptability and accuracy in extracting reliable information. Keywords star map recognition, centroid extraction, scattered light, Sobel operator, morphology
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改进了基于Sobel算子的星图预处理方法
提出了一种基于Sobel算子的星图预处理方法。由于星跟踪器图像受到不同程度的光散射,以消除恒星中心的亮度区域,避免星点过度膨胀的影响,保留更多的星点特征信息,因此进行边缘检测和程式化形态学处理。改进后的方法在提取可靠信息方面具有良好的适应性和准确性。关键词星图识别,质心提取,散射光,Sobel算子,形态学
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