中子层析成像旋转轴投影偏转角的标定与校正方法

Zhilong Ji, Qiang Lin, Xu Han, Jiawei Liu, Wen Zhang, Min Yang
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引用次数: 4

摘要

对于中子层析成像,重建精度很大程度上依赖于投影和反投影坐标系的精确配准。由于机械部件的制造和安装误差,会使CCD相机中投影的旋转轴发生一定角度的偏转,从而导致投影坐标与探测器坐标不匹配,从而导致重建图像上出现明显的伪影。为了消除中子层析成像图像上的伪影,提出了一种旋转轴投影偏转角的标定和校正方法。首先,将360°旋转范围内的所有投影叠加在一起,形成具有唯一对称轴的平均图像。然后对平均图像进行分割和主成分分析,求出偏转角度。将校正后的角度作为一个额外的校正参数引入到重建算法中,最终得到无伪影的图像。
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Calibration and Correction Method of the Deflection Angle of Rotation Axis Projection on Neutron Tomography

For neutron tomography, reconstruction accuracy greatly relies on exact registration of the projection and the back-projection coordinate system. Since the manufacturing and installing errors of mechanical components make the rotation axis projected in CCD camera deflect a certain angle, a mismatch between the projection coordinate and the detector coordinate will be caused consequently, resulting in obvious artifacts on the reconstructed images. In this paper, a calibration and correction method of the deflection angle of rotation axis projection is proposed to eliminate artifacts on neutron tomography images. First, all the projections among 360° rotation range are superposed together to create an averaged image with a unique symmetry axis. Then by segmentation and principal component analysis on the averaged image, the deflection angle is figured out. The calibrated angle is introduced to the reconstruction algorithm as an extra correction parameter, and artifacts-free images are finally obtained.

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