利用l梯度流重建单粒子电势。

Ming Li, Guoliang Xu, Carlos O S Sorzano, Roberto Melero, Chandrajit Bajaj
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引用次数: 0

摘要

本文提出了一种稳定、可靠和鲁棒的方法,用于从一组二维电子显微镜图像中重建三维密度函数。通过最小化由保真度项和正则化项组成的能量泛函,导出了L(2)梯度流。在空间方向上采用有限元法积分,在时间方向上采用显式欧拉格式积分。实验结果表明,该方法是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Electric-Potential Reconstructions of Single Particles Using L-Gradient Flows.

Electric-Potential Reconstructions of Single Particles Using L-Gradient Flows.

In this paper, we present a stable, reliable and robust method for reconstructing a three dimensional density function from a set of two dimensional electron microscopy images. By minimizing an energy functional consisting of a fidelity term and a regularization term, a L(2)-gradient flow is derived. The flow is integrated by a finite element method in the spatial direction and an explicit Euler scheme in temporal direction. The experimental results show that the proposed method is efficient and effective.

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