Vision inspection system for halal chicken authentication

Vision inspection system is a rapid, economic, consistent and objective inspection technique. This project focuses on the process to authenticate whether the slaughtered chickens images are halal and slaughtered correctly according to syariah law or not based on the slaughtered chicken images by usi...

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Bibliographic Details
Main Author:	Mohammad Kasai, Mohammad Fitri Alif
Format:	Thesis
Language:	English
Published:	2013
Subjects:	TK Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/39748/5/MohammadFitriAlifMFKE2013.pdf
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id	my-utm-ep.39748
record_format	uketd_dc
spelling	my-utm-ep.397482017-07-17T04:20:25Z Vision inspection system for halal chicken authentication 2013-06 Mohammad Kasai, Mohammad Fitri Alif TK Electrical engineering. Electronics Nuclear engineering Vision inspection system is a rapid, economic, consistent and objective inspection technique. This project focuses on the process to authenticate whether the slaughtered chickens images are halal and slaughtered correctly according to syariah law or not based on the slaughtered chicken images by using image processing methods and neural network. The captured images first undergo pre processing such as cropping, background subtraction process and erosion method. The pre processed images are then segmented using method such as component connected labeling method to detect the circularity of esophagus and trachea. Feature extraction is used to extract important information from the processed images and the features used in this project are circularity and the average value of red, green and blue (RGB) colours. Probabilistic neural network is used to classify the features of the image and compared with the trained feature to authenticate the halal status of the image. Time taken for authenticate slaughtered chicken image is fast and its accuracy is also reasonable. 2013-06 Thesis http://eprints.utm.my/id/eprint/39748/ http://eprints.utm.my/id/eprint/39748/5/MohammadFitriAlifMFKE2013.pdf application/pdf en public masters Universiti Teknologi Malaysia, Faculty of Electrical Engineering Faculty of Electrical Engineering
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	TK Electrical engineering Electronics Nuclear engineering
spellingShingle	TK Electrical engineering Electronics Nuclear engineering Mohammad Kasai, Mohammad Fitri Alif Vision inspection system for halal chicken authentication
description	Vision inspection system is a rapid, economic, consistent and objective inspection technique. This project focuses on the process to authenticate whether the slaughtered chickens images are halal and slaughtered correctly according to syariah law or not based on the slaughtered chicken images by using image processing methods and neural network. The captured images first undergo pre processing such as cropping, background subtraction process and erosion method. The pre processed images are then segmented using method such as component connected labeling method to detect the circularity of esophagus and trachea. Feature extraction is used to extract important information from the processed images and the features used in this project are circularity and the average value of red, green and blue (RGB) colours. Probabilistic neural network is used to classify the features of the image and compared with the trained feature to authenticate the halal status of the image. Time taken for authenticate slaughtered chicken image is fast and its accuracy is also reasonable.
format	Thesis
qualification_level	Master's degree
author	Mohammad Kasai, Mohammad Fitri Alif
author_facet	Mohammad Kasai, Mohammad Fitri Alif
author_sort	Mohammad Kasai, Mohammad Fitri Alif
title	Vision inspection system for halal chicken authentication
title_short	Vision inspection system for halal chicken authentication
title_full	Vision inspection system for halal chicken authentication
title_fullStr	Vision inspection system for halal chicken authentication
title_full_unstemmed	Vision inspection system for halal chicken authentication
title_sort	vision inspection system for halal chicken authentication
granting_institution	Universiti Teknologi Malaysia, Faculty of Electrical Engineering
granting_department	Faculty of Electrical Engineering
publishDate	2013
url	http://eprints.utm.my/id/eprint/39748/5/MohammadFitriAlifMFKE2013.pdf
_version_	1747816547074703360

Vision inspection system for halal chicken authentication

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