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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Main Author: Soen, Grace Wei Lin
Other Authors: Cuong Dang
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/167236
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1672362023-07-07T15:44:46Z Imaging through scattering media Soen, Grace Wei Lin Cuong Dang School of Electrical and Electronic Engineering HCDang@ntu.edu.sg Engineering::Electrical and electronic engineering 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. Bachelor of Engineering (Electrical and Electronic Engineering) 2023-05-25T02:00:18Z 2023-05-25T02:00:18Z 2023 Final Year Project (FYP) Soen, G. W. L. (2023). Imaging through scattering media. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/167236 https://hdl.handle.net/10356/167236 en A2073-221 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Soen, Grace Wei Lin
Imaging through scattering media
description 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.
author2 Cuong Dang
author_facet Cuong Dang
Soen, Grace Wei Lin
format Final Year Project
author Soen, Grace Wei Lin
author_sort Soen, Grace Wei Lin
title Imaging through scattering media
title_short Imaging through scattering media
title_full Imaging through scattering media
title_fullStr Imaging through scattering media
title_full_unstemmed Imaging through scattering media
title_sort imaging through scattering media
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/167236
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