Development of vision system for detection of brown spot on banana at different ripening stages

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Bibliographic Details
Main Author:	Nur Anis Nabila, Mohamad Marzuki
Other Authors:	Aimi Athirah, Aznan
Format:	Learning Object
Language:	English
Published:	Universiti Malaysia Perlis (UniMAP) 2021
Subjects:	Banana Ripening stages (RS) Computer vision system Brown spot
Online Access:	http://dspace.unimap.edu.my:80/xmlui/handle/123456789/73881
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-73881
record_format	dspace
spelling	my.unimap-738812022-01-28T01:46:42Z Development of vision system for detection of brown spot on banana at different ripening stages Nur Anis Nabila, Mohamad Marzuki Aimi Athirah, Aznan School of Bioprocess Engineering Banana Ripening stages (RS) Computer vision system Brown spot Access is limited to UniMAP community. Banana is one of the most important food sources which contains lot of vitamins and carbohydrate that is important to be consumed in daily diet. Bananas are well known in the world trade as it has higher market value. Most of the suppliers and fruit sellers sorted out banana manually according to their visual inspection which takes into account the external peel color changes as the parameter to determine its quality. The whole process is time consuming, required higher cost; labor intensive and makes it as a slow process. The purpose of this study is to detect the development of brown spot of banana at different ripening stages (RS) by using computer vision system. In this study, 40 banana samples were used in image acquisition. The image was captured by using Charged Coupled Device (CCD) camera set up in a black box. All the banana images were undergo image processing which are pre-processing to permit pre-smoothing of noisy images, enhance the contrast and improve their quality. The image processing procedures such as IMAQ Threshold were carried out in the LabVIEW programming software. The percentage of brown spot area data were extracted based on the acquired image. All of the extracted data were analyzed using Analysis of Variance (ANOVA). From the analysis, the developed RS of banana are used for better knowledge to determine the banana maturity stages. 2021 2022-01-28T01:46:42Z 2022-01-28T01:46:42Z 2017-05 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/73881 en Universiti Malaysia Perlis (UniMAP)
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Banana Ripening stages (RS) Computer vision system Brown spot
spellingShingle	Banana Ripening stages (RS) Computer vision system Brown spot Nur Anis Nabila, Mohamad Marzuki Development of vision system for detection of brown spot on banana at different ripening stages
description	Access is limited to UniMAP community.
author2	Aimi Athirah, Aznan
author_facet	Aimi Athirah, Aznan Nur Anis Nabila, Mohamad Marzuki
format	Learning Object
author	Nur Anis Nabila, Mohamad Marzuki
author_sort	Nur Anis Nabila, Mohamad Marzuki
title	Development of vision system for detection of brown spot on banana at different ripening stages
title_short	Development of vision system for detection of brown spot on banana at different ripening stages
title_full	Development of vision system for detection of brown spot on banana at different ripening stages
title_fullStr	Development of vision system for detection of brown spot on banana at different ripening stages
title_full_unstemmed	Development of vision system for detection of brown spot on banana at different ripening stages
title_sort	development of vision system for detection of brown spot on banana at different ripening stages
publisher	Universiti Malaysia Perlis (UniMAP)
publishDate	2021
url	http://dspace.unimap.edu.my:80/xmlui/handle/123456789/73881
_version_	1729704654710767616

Development of vision system for detection of brown spot on banana at different ripening stages

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