Motion Correction Algorithm for Cone-Beam Computed Tomography

被引:0
作者
Lee, Jiyoung [1 ]
Kim, Jinwoo [1 ]
Cho, Minkook [1 ]
机构
[1] Osstem Implant Co Ltd, Imaging R&D Ctr, Seoul 07789, South Korea
来源
MEDICAL IMAGING 2024: PHYSICS OF MEDICAL IMAGING, PT 1 | 2024年 / 12925卷
关键词
cone-beam computed tomography; motion artifact; limited-angle tomography; geometric calibration;
D O I
10.1117/12.3006336
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cone-beam computed tomography (CBCT) is one of the most frequently used tools to diagnose hard tissues such as teeth and bones. However, the CBCT scanners generally suffer from a long image acquisition time, which can result in motion artifacts in the resultant volume images. The motion artifacts mainly come from the mechanical vibration of system components and the unintended movement of the patients during data acquisition. In this study, we propose a method to reduce motion artifacts in CBCT images. The relative misalignments between the flat-panel detector and the object can be calculated by aligning two limited-angle tomography images reconstructed at the opposite sides of the circular trajectory. Finally the motion artifacts in the resultant CT images can be suppressed without pre-calibration procedures by compensating found misalignments for CT reconstruction. The proposed algorithm will be helpful for the development of real-time motion artifact reduction in CT images.
引用
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页数:6
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