A Fast Adaptive Subpixel Extraction Method for Light Stripe Center

被引:1
|
作者
Zou, Wei [1 ]
Wei, Zhenzhong [1 ]
机构
[1] Beihang Univ, Key Lab Precis Optomechatron Technol, Minist Educ, 37 Xueyuan Rd, Beijing 100191, Peoples R China
来源
关键词
Light stripe center; Image extraction; Hessian matrix; Normalization; Gussian filter; EDGE-DETECTION; CT IMAGES; DETECTOR;
D O I
10.1007/978-3-030-34120-6_64
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Aiming at the problem of light stripe distribution uneven and large curvature variation, which results in wrong stripe center extraction, a fast light stripe center extraction method based on the adaptive template is proposed. Firstly, the adaptive threshold method is used to reduce the image convolution area, and the multi-thread parallel operation is used to improve the speed of extracting the light stripe center. Secondly, the multi-direction template method is used to estimate the width of the light stripe along the normal direction, so that the size of the Gaussian template can be automatically obtained. Finally, the Hessian matrix eigenvalues are normalized to eliminate the multiple light stripe centers at both ends of the light stripe, and avoid extracting the wrong light stripe centers at the intersection position or the large curvature change, thus ensuring the continuity of the light stripe. This method has fast processing speed, good robustness, and high precision. It is very suitable for vision measurement image, medical image, and remote sensing image.
引用
收藏
页码:785 / 800
页数:16
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