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Learning-based imaging through scattering media

delete2016-06-13
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OA
AI
R
Ryoichi Horisaki *
R
Ryosuke Takagi
J
Jun Tanida
DOI:10.1364/OE.24.013738delete
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Abstract

Abstract

En 中文
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, multi-layer 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. (C) 2016 Optical Society of America
Keywords:
TRANSMISSION MATRIX
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Journal

Optics Express cover
Optics Express
IF:
3.3
Papers:
6.1W
Citations:
14.3W

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T
the university of osaka
Scholars:
2.8W
Papers: 1.8W
Citations: 6