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Image processing methods for a proposed laser pest extraction and monitoring system

International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia.

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Bibliographic Details
Main Authors: Wong, Nicholez, Ali, Chekima
Format: Working Paper
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2012
Subjects:
Laser pest extraction system
Monitoring system
Image analysis techniques
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/20574
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spelling my.unimap-205742012-08-03T08:34:30Z Image processing methods for a proposed laser pest extraction and monitoring system Wong, Nicholez Ali, Chekima Laser pest extraction system Monitoring system Image analysis techniques International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia. A laser pest extraction system was proposed in this paper based on image analysis techniques for tracking and identification. High powered laser pointers were proposed and varying laser intensity will be applied based on types of pest detected. Classification is done based on two types of targeted pest. Firstly, the centroid of the pest are obtained from Sobel row edge detection methods and image subtraction methods. The output centroid of the pest edge are further analysed to locate the centroid of the pest. From the centroid, a portion of the pest image, 25 pixels are cropped and fed to the feed forward back propagation neural network for training. 2012-08-03T08:34:30Z 2012-08-03T08:34:30Z 2012-02-27 Working Paper http://hdl.handle.net/123456789/20574 en Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2012) Universiti Malaysia Perlis (UniMAP) School of Mechatronic Engineering
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 Laser pest extraction system
Monitoring system
Image analysis techniques
spellingShingle Laser pest extraction system
Monitoring system
Image analysis techniques
Wong, Nicholez
Ali, Chekima
Image processing methods for a proposed laser pest extraction and monitoring system
description International Conference on Man Machine Systems (ICoMMS 2012) organized by School of Mechatronic Engineering, co-organized by The Institute of Engineer, Malaysia (IEM) and Society of Engineering Education Malaysia, 27th - 28th February 2012 at Bayview Beach Resort, Penang, Malaysia.
format Working Paper
author Wong, Nicholez
Ali, Chekima
author_facet Wong, Nicholez
Ali, Chekima
author_sort Wong, Nicholez
title Image processing methods for a proposed laser pest extraction and monitoring system
title_short Image processing methods for a proposed laser pest extraction and monitoring system
title_full Image processing methods for a proposed laser pest extraction and monitoring system
title_fullStr Image processing methods for a proposed laser pest extraction and monitoring system
title_full_unstemmed Image processing methods for a proposed laser pest extraction and monitoring system
title_sort image processing methods for a proposed laser pest extraction and monitoring system
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2012
url http://dspace.unimap.edu.my/xmlui/handle/123456789/20574
_version_ 1643793118235983872
score 13.222552

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