Imaging through scattering media
Image processing is an important and progressing field as there are many applications namely: Medical imaging, Remote sensing, Robotics, Geology and etc. Despite its diverse applications, there are still many improvements made to advance in this field due to some of the recurring problems it p...
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| Format: | Final Year Project |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/167236 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | Image processing is an important and progressing field as there are many applications
namely: Medical imaging, Remote sensing, Robotics, Geology and etc. Despite its
diverse applications, there are still many improvements made to advance in this field due
to some of the recurring problems it possesses. The problem of enhancing image quality
is still existent due to the scattering media present in our daily lives. This project will
focus on utilizing the knowledge of Point Spread Function to achieve image
reconstruction through deconvolution methods namely the Wiener Filter and the
Richardson-Lucy Deconvolution. Results can be observed and the difference between the
deconvolution methods are evident as imaging through scattering media does not pose a
problem in reconstructing the image through these methods. |
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