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基于结构张量的自适应稀疏角度CT重建算法
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作者 张萌 梁亚星 +3 位作者 陈燕 刘佳鑫 桂志国 张权 《中北大学学报(自然科学版)》 CAS 2020年第3期261-266,共6页
针对全变差稀疏角度CT重建图像出现伪影及过渡平滑的问题,提出一种自适应方向全变差与Lp范数结合的稀疏重建算法.算法利用边缘细化改善结构张量边缘检测精度,然后基于结构张量提取的结构方向信息,自适应地更新方向全变差中的方向及权重... 针对全变差稀疏角度CT重建图像出现伪影及过渡平滑的问题,提出一种自适应方向全变差与Lp范数结合的稀疏重建算法.算法利用边缘细化改善结构张量边缘检测精度,然后基于结构张量提取的结构方向信息,自适应地更新方向全变差中的方向及权重.最后采用交替方向乘子法,结合广义软阈值算法求解.实验结果显示,所提算法在主观评价与客观评价上均具有优势,有效抑制了条形伪影,较好地保持了图像边缘,进而提高了稀疏重建图像的质量. 展开更多
关键词 稀疏角度投影 LP范数 结构张量 方向全变差 交替方向乘子法 广义软阈值
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Model improvement and verification of ring electrostatic sensors
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作者 DENG Fang-fang ZHANG Jian-yong +3 位作者 CHENG Rui-xue ZHOU Han-chang WANG Gao YAN Bing 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2018年第1期68-72,共5页
Accurate measurement of flow parameters is important in gas-solid two-phase flow,and such flow has to be dealt with in many processes involving bulk solids handling and transportation.The circular electrostatic sensor... Accurate measurement of flow parameters is important in gas-solid two-phase flow,and such flow has to be dealt with in many processes involving bulk solids handling and transportation.The circular electrostatic sensor is one of those used for gas-solid flow measurement.In this paper,the finite element method(FEM)is used to establish the mathematical model of the sensor,the spatial sensitivity characteristics of the sensors is analyzed,and the analytic model is improved by the nonlinear least square method and the iterative method.Finally,the correlation coefficients between the experimental results and the improved processing are compared and analyzed,and the mathematical expression of the model is improved.The feasibility and practicability of the improved model are verified. 展开更多
关键词 electrostatic sensor gas-solid flow measurement of flow parameters
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