Harum manis mango weevil infestation classification using backpropagation neural network

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Main Authors:	Yasmin, M. Yacob, M. Shaiful, A.R.A, Zulkifli, Husin, Rohani, S Mohamed Farook, Abdul Hallis, Abdul Aziz
Other Authors:	yasmin.yacob@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Institute of Electrical and Electronics Engineering (IEEE) 2009
Subjects:	Dielectric sensor Neural network Non-destructive detection Weevil Image processing Agricultural engineering
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/7372
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-7372
record_format	dspace
spelling	my.unimap-73722010-11-24T02:44:52Z Harum manis mango weevil infestation classification using backpropagation neural network Yasmin, M. Yacob M. Shaiful, A.R.A Zulkifli, Husin Rohani, S Mohamed Farook Abdul Hallis, Abdul Aziz yasmin.yacob@unimap.edu.my Dielectric sensor Neural network Non-destructive detection Weevil Dielectric sensor Image processing Agricultural engineering Link to publisher's homepage at http://ieeexplore.ieee.org Postharvest non-destructive detection methods in fruit quality have been widely studied eversince. This include studies of maturity, bruises and detection of pests or weevil existence in fruits such as apple, banana, zucchini including mango. Regarding fruit grading, the non-destructive methods which can be used are image processing and dielectric properties. Either technique has its own benefits and drawbacks. As for image processing technique, the cost is high since suitable device to acquire the images are by using MRI or X-Ray. Whereas for dielectric method, permittivity is difficult to record because the reading is very small and are prone to environment and temperature influence. This paper analyze about classification of Harum Manis Mango infestation using dielectric sensor which was trained and tested using Back-propagation Neural Network. In addition, reviews regarding Neural Network design is also discussed. 2009-12-06T02:42:24Z 2009-12-06T02:42:24Z 2008-12-01 Working Paper p.1-6 978-1-4244-2315-6 http://ieeexplore.ieee.org/xpls/abs_all.jsp?=&arnumber=4786780 http://hdl.handle.net/123456789/7372 en Proceedings of the International Conference on Electronic Design (ICED 2008) Institute of Electrical and Electronics Engineering (IEEE)
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	Dielectric sensor Neural network Non-destructive detection Weevil Dielectric sensor Image processing Agricultural engineering
spellingShingle	Dielectric sensor Neural network Non-destructive detection Weevil Dielectric sensor Image processing Agricultural engineering Yasmin, M. Yacob M. Shaiful, A.R.A Zulkifli, Husin Rohani, S Mohamed Farook Abdul Hallis, Abdul Aziz Harum manis mango weevil infestation classification using backpropagation neural network
description	Link to publisher's homepage at http://ieeexplore.ieee.org
author2	yasmin.yacob@unimap.edu.my
author_facet	yasmin.yacob@unimap.edu.my Yasmin, M. Yacob M. Shaiful, A.R.A Zulkifli, Husin Rohani, S Mohamed Farook Abdul Hallis, Abdul Aziz
format	Working Paper
author	Yasmin, M. Yacob M. Shaiful, A.R.A Zulkifli, Husin Rohani, S Mohamed Farook Abdul Hallis, Abdul Aziz
author_sort	Yasmin, M. Yacob
title	Harum manis mango weevil infestation classification using backpropagation neural network
title_short	Harum manis mango weevil infestation classification using backpropagation neural network
title_full	Harum manis mango weevil infestation classification using backpropagation neural network
title_fullStr	Harum manis mango weevil infestation classification using backpropagation neural network
title_full_unstemmed	Harum manis mango weevil infestation classification using backpropagation neural network
title_sort	harum manis mango weevil infestation classification using backpropagation neural network
publisher	Institute of Electrical and Electronics Engineering (IEEE)
publishDate	2009
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/7372
_version_	1643788787381174272

Harum manis mango weevil infestation classification using backpropagation neural network

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