散射
光学
逆散射问题
斑点图案
计算机科学
相位恢复
散斑噪声
X射线散射技术
散斑成像
反问题
人工智能
光散射
物理
X射线拉曼散射
数学
非弹性散射
数学分析
量子力学
傅里叶变换
作者
Ryoichi Horisaki,Ryosuke Takagi,Jun Tanida
出处
期刊:Optics Express
[The Optical Society]
日期:2016-06-13
卷期号:24 (13): 13738-13738
被引量:154
摘要
We present a machine-learning-based method for single-shot imaging through scattering media. The inverse scattering process was calculated based on a nonlinear regression algorithm by learning a number of training object-speckle pairs. In the experimental demonstration, multilayer phase objects between scattering plates were reconstructed from intensity measurements. Our approach enables model-free sensing, where it is not necessary to know the sensing processes/models.
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