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...
Saved in:
Main Author: | |
---|---|
Other Authors: | |
Format: | Final Year Project |
Language: | English |
Published: |
Nanyang Technological University
2023
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/167236 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-167236 |
---|---|
record_format |
dspace |
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 |
_version_ |
1772827827843891200 |