Color recognition algorithm using a neural network model in determining the ripeness of a Banana

Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia.

Saved in:

Bibliographic Details
Main Authors:	Paulraj, Murugesapandian, Hema, Chengalvarayan Radhakrishnamurthy, R. Pranesh, Krishnan, Siti Sofiah, Mohd Radzi
Other Authors:	paul@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Universiti Malaysia Perlis 2009
Subjects:	Color recognition Neural network RGB Histogram Ripeness of Banana Neural networks (Computer science) Image processing
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/7305
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-7305
record_format	dspace
spelling	my.unimap-73052010-01-15T15:16:31Z Color recognition algorithm using a neural network model in determining the ripeness of a Banana Paulraj, Murugesapandian Hema, Chengalvarayan Radhakrishnamurthy R. Pranesh, Krishnan Siti Sofiah, Mohd Radzi paul@unimap.edu.my Color recognition Neural network RGB Histogram Ripeness of Banana Neural networks (Computer science) Image processing Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia. This paper presents a simple color recognition algorithm using a Neural Network model and applied to determine the ripeness of a banana. The captured image of the banana is resized and its RGB color components are extracted. The color components of the resized images are rescaled using a simple heuristic method. Further, a histogram for the rescaled image is obtained and used as a feature vector to identify the ripeness of the banana. A simple graphical user interface system is developed in MATLAB that classifies the ripeness of the banana. The proposed model has an accuracy of 96%. 2009-11-17T03:35:42Z 2009-11-17T03:35:42Z 2009-10-11 Working Paper p.2B7 1 - 2B7 4 http://hdl.handle.net/123456789/7305 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009) Universiti Malaysia Perlis
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	Color recognition Neural network RGB Histogram Ripeness of Banana Neural networks (Computer science) Image processing
spellingShingle	Color recognition Neural network RGB Histogram Ripeness of Banana Neural networks (Computer science) Image processing Paulraj, Murugesapandian Hema, Chengalvarayan Radhakrishnamurthy R. Pranesh, Krishnan Siti Sofiah, Mohd Radzi Color recognition algorithm using a neural network model in determining the ripeness of a Banana
description	Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia.
author2	paul@unimap.edu.my
author_facet	paul@unimap.edu.my Paulraj, Murugesapandian Hema, Chengalvarayan Radhakrishnamurthy R. Pranesh, Krishnan Siti Sofiah, Mohd Radzi
format	Working Paper
author	Paulraj, Murugesapandian Hema, Chengalvarayan Radhakrishnamurthy R. Pranesh, Krishnan Siti Sofiah, Mohd Radzi
author_sort	Paulraj, Murugesapandian
title	Color recognition algorithm using a neural network model in determining the ripeness of a Banana
title_short	Color recognition algorithm using a neural network model in determining the ripeness of a Banana
title_full	Color recognition algorithm using a neural network model in determining the ripeness of a Banana
title_fullStr	Color recognition algorithm using a neural network model in determining the ripeness of a Banana
title_full_unstemmed	Color recognition algorithm using a neural network model in determining the ripeness of a Banana
title_sort	color recognition algorithm using a neural network model in determining the ripeness of a banana
publisher	Universiti Malaysia Perlis
publishDate	2009
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/7305
_version_	1643788754229395456

Color recognition algorithm using a neural network model in determining the ripeness of a Banana

Similar Items