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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Format: | Final Year Project |
Language: | English |
Published: |
2019
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Online Access: | http://hdl.handle.net/10356/78577 |
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Institution: | Nanyang Technological University |
Language: | English |
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. |
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