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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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
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2019
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| Online Access: | http://hdl.handle.net/10356/78577 |
| _version_ | 1826116012014043136 |
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| author | Li, Jiahao |
| author2 | Dang Cuong H. |
| author_facet | Dang Cuong H. Li, Jiahao |
| author_sort | Li, Jiahao |
| collection | NTU |
| description | 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. |
| first_indexed | 2024-10-01T04:04:27Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/78577 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T04:04:27Z |
| publishDate | 2019 |
| record_format | dspace |
| spelling | ntu-10356/785772023-07-07T17:17:07Z Reading through scattering media by machine learning Li, Jiahao Dang Cuong H. School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering 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. Bachelor of Engineering (Electrical and Electronic Engineering) 2019-06-24T02:55:47Z 2019-06-24T02:55:47Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/78577 en Nanyang Technological University 51 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering Li, Jiahao Reading through scattering media by machine learning |
| title | Reading through scattering media by machine learning |
| title_full | Reading through scattering media by machine learning |
| title_fullStr | Reading through scattering media by machine learning |
| title_full_unstemmed | Reading through scattering media by machine learning |
| title_short | Reading through scattering media by machine learning |
| title_sort | reading through scattering media by machine learning |
| topic | DRNTU::Engineering::Electrical and electronic engineering |
| url | http://hdl.handle.net/10356/78577 |
| work_keys_str_mv | AT lijiahao readingthroughscatteringmediabymachinelearning |