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

机译:来自有限角度的迭代重建,对Cryo-Electroncography进行有限的视图预测

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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使冷冻电子断层扫描(Cryo-et)性能受益。过滤的背部投影和相关算法,成功在CT和MRI中,假设一个测量模型与在Cryo-et中的有限的投影角度,大角度增量和不完全投影中不充分匹配。迭代方法,例如压缩检测(CS)可以包括不规则的测量模型和空间范围约束,并且具有巨大的潜力对严重的未确定的系统的解决方案。本文使用具有方形和金字塔基功能的源模型和可变有限宽度光圈测量,以比较Cryo-ET背景下的空间域和频域CS重建方法。

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