Reading through scattering media by machine learning

Scattering imaging plays an important role in many application fields, such as astronomical imaging, earth observation imaging and biomedical imaging. Various scattering media scramble light paths. [1] Different from traditional imaging system, due to the distortion of light path, the image of scatt...

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Bibliographic Details
Main Author: Li, Jiahao
Other Authors: Dang Cuong H.
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/78577
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Institution: Nanyang Technological University
Language: English
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Summary:Scattering imaging plays an important role in many application fields, such as astronomical imaging, earth observation imaging and biomedical imaging. Various scattering media scramble light paths. [1] Different from traditional imaging system, due to the distortion of light path, the image of scattering imaging system is speckle patter, which seems not related to the object. This project proposed a method using machine learning to acquire information of the hidden object from speckle pattern regardless of the type of scattering media used.