Sky/Cloud analysis : cloud imaging with day-and night-time images

In this report, image segmentation methods for sky/cloud analysis are discussed and explored. The aim is to investigate the limitations of sky/cloud imaging systematically, and find out the set of best practices in daytime and night-time cloud imaging. At the same time, experiments on image segmenta...

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Main Author: Lim, Joanne Siew Peng
Other Authors: Lee Yee Hui
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/71484
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-714842023-07-07T16:08:13Z Sky/Cloud analysis : cloud imaging with day-and night-time images Lim, Joanne Siew Peng Lee Yee Hui School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering In this report, image segmentation methods for sky/cloud analysis are discussed and explored. The aim is to investigate the limitations of sky/cloud imaging systematically, and find out the set of best practices in daytime and night-time cloud imaging. At the same time, experiments on image segmentation are carried out and it is concluded that the best color components for day and night-time images are different. In the analysis process, a night sky/cloud image database is also generated, in addition to the current publicly available day sky/cloud image database. Bachelor of Engineering 2017-05-17T03:26:36Z 2017-05-17T03:26:36Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71484 en Nanyang Technological University 66 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Lim, Joanne Siew Peng
Sky/Cloud analysis : cloud imaging with day-and night-time images
description In this report, image segmentation methods for sky/cloud analysis are discussed and explored. The aim is to investigate the limitations of sky/cloud imaging systematically, and find out the set of best practices in daytime and night-time cloud imaging. At the same time, experiments on image segmentation are carried out and it is concluded that the best color components for day and night-time images are different. In the analysis process, a night sky/cloud image database is also generated, in addition to the current publicly available day sky/cloud image database.
author2 Lee Yee Hui
author_facet Lee Yee Hui
Lim, Joanne Siew Peng
format Final Year Project
author Lim, Joanne Siew Peng
author_sort Lim, Joanne Siew Peng
title Sky/Cloud analysis : cloud imaging with day-and night-time images
title_short Sky/Cloud analysis : cloud imaging with day-and night-time images
title_full Sky/Cloud analysis : cloud imaging with day-and night-time images
title_fullStr Sky/Cloud analysis : cloud imaging with day-and night-time images
title_full_unstemmed Sky/Cloud analysis : cloud imaging with day-and night-time images
title_sort sky/cloud analysis : cloud imaging with day-and night-time images
publishDate 2017
url http://hdl.handle.net/10356/71484
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