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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Ghazali, K.H. Razali, S. Mustafa, M.M. Hussain, A. |
| Copyright Year | 2008 |
| Description | Author affiliation: Fac. of Electr. & Electron. Eng., Univ. Malaysia Pahang, Kuantan (Ghazali, K.H.; Razali, S.) |
| Abstract | Machine vision is an application of computer vision to automate conventional work in industry, manufacturing or any other field. Nowadays, people in agriculture industry have embarked into research on implementation of engineering technology in their farming activities. One of the precision farming activities that involve machine vision system is automatic weeding strategy. Automatic weeding strategy in oil palm plantation could minimize the volume of herbicides that is sprayed to the fields. This paper discusses an automatic weeding strategy in oil palm plantation using machine vision system for the detection and differential spraying of weeds. The implementation of vision system involved the used of image processing technique to analyze weed images in order to recognized and distinguished its types. Image filtering technique has been used to process the images as well as a feature extraction method to classify the type of weed images. As a result, the image processing technique contributes a promising result of classification to be implemented in machine vision system for automated weeding strategy. |
| Starting Page | 1 |
| Ending Page | 5 |
| File Size | 947120 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424417513 |
| DOI | 10.1109/ICTTA.2008.4530075 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-04-07 |
| Publisher Place | Syria |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Computer vision Automatic Weeding Strategy Filtering Image processing Spraying Machinve vision Application software Petroleum Manufacturing industries filter component Machine vision feature extraction Lubricating oils Computer industry |
| Content Type | Text |
| Resource Type | Article |
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