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DC Field | Value | Language |
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dc.contributor.author | Paulraj, Murugesapandian | - |
dc.contributor.author | Hema, Chengalvarayan Radhakrishnamurthy | - |
dc.contributor.author | R. Pranesh, Krishnan | - |
dc.contributor.author | Siti Sofiah, Mohd Radzi | - |
dc.date.accessioned | 2009-11-17T03:35:42Z | - |
dc.date.available | 2009-11-17T03:35:42Z | - |
dc.date.issued | 2009-10-11 | - |
dc.identifier.citation | p.2B7 1 - 2B7 4 | en_US |
dc.identifier.uri | http://dspace.unimap.edu.my/123456789/7305 | - |
dc.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. | en_US |
dc.description.abstract | 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%. | en_US |
dc.description.sponsorship | Technical sponsored by IEEE Malaysia Section | en_US |
dc.language.iso | en | en_US |
dc.publisher | Universiti Malaysia Perlis | en_US |
dc.relation.ispartofseries | Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009) | en_US |
dc.subject | Color recognition | en_US |
dc.subject | Neural network | en_US |
dc.subject | RGB | en_US |
dc.subject | Histogram | en_US |
dc.subject | Ripeness of Banana | en_US |
dc.subject | Neural networks (Computer science) | en_US |
dc.subject | Image processing | en_US |
dc.title | Color recognition algorithm using a neural network model in determining the ripeness of a Banana | en_US |
dc.type | Working Paper | en_US |
dc.contributor.url | paul@unimap.edu.my | en_US |
Appears in Collections: | Conference Papers Paulraj Murugesa Pandiyan, Assoc. Prof. Dr. |
Files in This Item:
File | Description | Size | Format | |
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Color Recognition Algorithm.pdf | 303.46 kB | Adobe PDF | View/Open | |
Copyright transfer agreement.pdf | 38.25 kB | Adobe PDF | View/Open |
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