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Iterative reconstruction from limited angle, limited view projections for cryo-electron tomography

机译:从有限的角度,有限的视图投影中进行迭代重建,以进行低温电子层析成像

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Improved accurate measurement models and improved iterative reconstruction algorithms would benefit cryo-electron tomography (cryo-ET) performance. Filtered back- projection and related algorithms, successful in CT and MRI, assume a measurement model which is not well matched to the limited range of projection angles, large angular increments, and incomplete projections in cryo-ET. Iterative methods, such as compressed sensing (CS) can include irregular measurement models and spatial extent constraints, and have great potential for solution of severely under-determined systems. This paper uses source models with square and pyramidal basis functions and variable finite width aperture measurement to compare space domain and frequency domain CS reconstruction approaches in the cryo-ET context.
机译:改进的精确测量模型和改进的迭代重建算法将有益于低温电子断层扫描(cryo-ET)性能。在CT和MRI中成功使用的滤波后投影和相关算法采用的测量模型无法很好地匹配cryo-ET中有限的投影角度范围,较大的角度增量和不完整的投影。诸如压缩感测(CS)之类的迭代方法可能包括不规则的测量模型和空间范围约束,并且对于解决严重不足的系统具有很大的潜力。本文使用具有平方和金字塔基函数以及可变有限宽度孔径测量的源模型来比较cryo-ET环境中的空间域和频域CS重建方法。

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