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基于改进TV-ART的变电压CT重建算法
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作者 李权 潘晋孝 《青岛科技大学学报(自然科学版)》 CAS 2015年第4期468-472,共5页
常规固定电压的CT重建,因成像系统动态范围受限,投影数据易出现过曝光和欠曝光共存现象,信息缺失,成像质量差,为此提出变电压CT重建。针对变电压CT中的不完全投影数据重建问题,提出了基于改进TV-ART的变电压CT重建算法。该算法在改进TV-... 常规固定电压的CT重建,因成像系统动态范围受限,投影数据易出现过曝光和欠曝光共存现象,信息缺失,成像质量差,为此提出变电压CT重建。针对变电压CT中的不完全投影数据重建问题,提出了基于改进TV-ART的变电压CT重建算法。该算法在改进TV-ART的基础上,依据灰度加权,把前一电压的重建图像作为初值应用到下一电压重建中,直至最高电压,实现有效投影信息的全部重建,完整地再现复杂结构件的内部结构信息。实验结果表明,跟直接利用传统TV-ART重建算法相比,本研究提出的算法不仅实现了变电压图像信息的完整重建,像素值也更加稳定。 展开更多
关键词 变电压CT重建 tv—art算法 灰度加权 有效投影
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Gray weighted algorithm for variable voltage CT reconstruction
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作者 李权 陈平 潘晋孝 《Journal of Measurement Science and Instrumentation》 CAS 2014年第4期52-56,共5页
In conventional computed tomography (CT) reconstruction based on fixed voltage, the projective data often ap- pear overexposed or underexposed, as a result, the reconstructive results are poor. To solve this problem... In conventional computed tomography (CT) reconstruction based on fixed voltage, the projective data often ap- pear overexposed or underexposed, as a result, the reconstructive results are poor. To solve this problem, variable voltage CT reconstruction has been proposed. The effective projective sequences of a structural component are obtained through the variable voltage. The total variation is adjusted and minimized to optimize the reconstructive results on the basis of iterative image using algebraic reconstruction technique (ART). In the process of reconstruction, the reconstructive image of low voltage is used as an initial value of the effective proiective reconstruction of the adjacent high voltage, and so on until to the highest voltage according to the gray weighted algorithm. Thereby the complete structural information is reconstructed. Simulation results show that the proposed algorithm can completely reflect the information of a complicated structural com- ponent, and the pixel values are more stable than those of the conventional. 展开更多
关键词 variable voltage computed tomography (CT) reconstruction total variation-algebraic reconstruction technique tv-art algorithm gray weight effective projection
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