Banana grading system using color histogram (BGS)

Bananas Grading System (BGS) which is one of the system using image processing technique.The purpose of BGS is used to standardize the grading of the banana and distinguish between three differences classes of banana which are unripe,ripe and overripe.This BGS used computer system to analyze and int...

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Main Author:	Siti Nur Saadah, Mohd Jali
Format:	Undergraduates Project Papers
Language:	English
Published:	2012
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/4968/ http://umpir.ump.edu.my/id/eprint/4968/ http://umpir.ump.edu.my/id/eprint/4968/1/CD6507.pdf

id	ump-4968
recordtype	eprints
spelling	ump-49682015-03-03T09:22:16Z http://umpir.ump.edu.my/id/eprint/4968/ Banana grading system using color histogram (BGS) Siti Nur Saadah, Mohd Jali TA Engineering (General). Civil engineering (General) Bananas Grading System (BGS) which is one of the system using image processing technique.The purpose of BGS is used to standardize the grading of the banana and distinguish between three differences classes of banana which are unripe,ripe and overripe.This BGS used computer system to analyze and interprets images that correspondent to human eye and mind.This study is taken into account of four types of banana fruits which are ‘Pisang Lemak Manis’,‘Pisang Mas’,‘Pisang Putar’ and ‘Pisang Berangan’.It attempts to form the decision by analysing the skin colour and condition.Bananas Grading System (BGS) is been done manually which brings variation of the results for banana grading. Since the colour is one of the most significant criteria related to fruit identification and fruit quality,it is a good indicator for ripeness. Therefore, fruits grading in present study only considers the colour of the skin of the bananas.The method that is used to develop this BGS is image processing method in term of color histogram of RGB.The color histogram method is evaluating the mean value of red, green and blue in order to classify the banana.In this BGS, fifty sample of banana is tested.From the result,the successful rate of grading the banana is 85% percent while the error rate is 15% percent.,based on the objective of this system which is to develop grading system to judge the maturity level and to standardize the banana grading based on maturity level, the objective is successfully achieved the goal.The problem regarding grading system by using Human Visualization System also solved.The cost of manual grading system,the time for grading the bananas and the man power uses is decreased. 2012-06 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/4968/1/CD6507.pdf Siti Nur Saadah, Mohd Jali (2012) Banana grading system using color histogram (BGS). Faculty of Computer System & Software Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:67893&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Siti Nur Saadah, Mohd Jali Banana grading system using color histogram (BGS)
description	Bananas Grading System (BGS) which is one of the system using image processing technique.The purpose of BGS is used to standardize the grading of the banana and distinguish between three differences classes of banana which are unripe,ripe and overripe.This BGS used computer system to analyze and interprets images that correspondent to human eye and mind.This study is taken into account of four types of banana fruits which are ‘Pisang Lemak Manis’,‘Pisang Mas’,‘Pisang Putar’ and ‘Pisang Berangan’.It attempts to form the decision by analysing the skin colour and condition.Bananas Grading System (BGS) is been done manually which brings variation of the results for banana grading. Since the colour is one of the most significant criteria related to fruit identification and fruit quality,it is a good indicator for ripeness. Therefore, fruits grading in present study only considers the colour of the skin of the bananas.The method that is used to develop this BGS is image processing method in term of color histogram of RGB.The color histogram method is evaluating the mean value of red, green and blue in order to classify the banana.In this BGS, fifty sample of banana is tested.From the result,the successful rate of grading the banana is 85% percent while the error rate is 15% percent.,based on the objective of this system which is to develop grading system to judge the maturity level and to standardize the banana grading based on maturity level, the objective is successfully achieved the goal.The problem regarding grading system by using Human Visualization System also solved.The cost of manual grading system,the time for grading the bananas and the man power uses is decreased.
format	Undergraduates Project Papers
author	Siti Nur Saadah, Mohd Jali
author_facet	Siti Nur Saadah, Mohd Jali
author_sort	Siti Nur Saadah, Mohd Jali
title	Banana grading system using color histogram (BGS)
title_short	Banana grading system using color histogram (BGS)
title_full	Banana grading system using color histogram (BGS)
title_fullStr	Banana grading system using color histogram (BGS)
title_full_unstemmed	Banana grading system using color histogram (BGS)
title_sort	banana grading system using color histogram (bgs)
publishDate	2012
url	http://umpir.ump.edu.my/id/eprint/4968/ http://umpir.ump.edu.my/id/eprint/4968/ http://umpir.ump.edu.my/id/eprint/4968/1/CD6507.pdf
first_indexed	2023-09-18T22:00:02Z
last_indexed	2023-09-18T22:00:02Z
_version_	1777414337018724352

Banana grading system using color histogram (BGS)

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