低剂量电子全息图的降噪使用波纹隐藏马尔科夫模型
Yuto Tomita1,2, Yoshihiro Midoh3, Takehiro Tamaoka2
1The Ultramicroscopy Research Center, Kyushu University, 744 Motooka, Fukuoka 819-0395, Japan.
Microscopy (Oxford, England)
|January 22, 2025
概括
波形隐藏的马尔科夫模型 (WHMM) 无声化增强了电子全息图像质量. 这种技术可以降低电子剂量,同时保持高精度的电荷测定,这对于敏感材料至关重要.
科学领域:
- 物理 物理学 物理
- 材料科学 材料科学 材料科学
- 纳米技术纳米技术
背景情况:
- 电子全息的精度取决于图像质量.
- 高剂量的电子可以导致辐射损伤和污染.
- 波形隐藏马尔科夫模型 (WHMM) 解密显示了相位分析的前景.
研究的目的:
- 评估微电荷纳米粒子对电子全息的WHMM无效影响.
- 在低电子剂量条件下评估降噪.
- 为了确定对电荷测定精度的影响.
主要方法:
- 从低剂量的带电纳米粒子中收集电子全息数据.
- 在收集的数据中应用了WHMM无证算法.
- 图像质量和充电精度的比较,有和没有WHMM无声化.
主要成果:
- 在电子全息数据中有效减少噪音的WHMM.
- 电子剂量可以减半,而不会影响电荷测定精度 (少于一个基本电荷).
- 在WHMM无声化后,在低剂量 (0.40e-/像素) 时可视化了弱迷路电场.
结论:
- WHMM 消极化对于改善对光束敏感材料的电子全息效果非常有效.
- 这种方法允许精确的电荷分析,显著减少电子暴露.
- 方便在微妙的样本中详细研究弱电磁场.
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