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Development of remote sensing for plant stress detection

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Bibliographic Details
Main Author: Ayu Fitrie Haziqah, Sallehuddin
Other Authors: Zulkifli Husin
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2016
Subjects:
Detection
Plant stress
Agriculture
Detection system
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41731
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spelling my.unimap-417312016-06-01T01:22:46Z Development of remote sensing for plant stress detection Ayu Fitrie Haziqah, Sallehuddin Zulkifli Husin Detection Plant stress Agriculture Detection system Access is limited to UniMAP community. Early detection of plant stress is important in agriculture world in order to minimize crop losses. Previously, plant stress detection was done manually, so there’s a limitation in manpower ability. There are various methods to detect plant stress. This project will detect plant stress by using image processing method. Application of image segmentation, threshold, feature extraction, colours comparison and colours recognition using HSV in Matlab software determined which Harumanis leaves that have been affected. There will be only showing several detection of plant stress since this project is only focus on certain stress factors. However, problems and constraints have been pointed out such as shape of leaf taken in different angle and distance, the resolution of image captured and various colour of leaf. Yellow would give significant to the lack of nutrients, while brown is a result of over fertilizing. As for white and black, it shows that Harumanis leaf have been attacked by pest or some other virus. As a result for this project, 80 % of the selected images are recognized as plant stress. The experiments were performed by proposed methods and results were collected and analyzed. 2016-05-29T06:34:17Z 2016-05-29T06:34:17Z 2015-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41731 en Universiti Malaysia Perlis (UniMAP) School of Computer and Communication 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 Detection
Plant stress
Agriculture
Detection system
spellingShingle Detection
Plant stress
Agriculture
Detection system
Ayu Fitrie Haziqah, Sallehuddin
Development of remote sensing for plant stress detection
description Access is limited to UniMAP community.
author2 Zulkifli Husin
author_facet Zulkifli Husin
Ayu Fitrie Haziqah, Sallehuddin
format Learning Object
author Ayu Fitrie Haziqah, Sallehuddin
author_sort Ayu Fitrie Haziqah, Sallehuddin
title Development of remote sensing for plant stress detection
title_short Development of remote sensing for plant stress detection
title_full Development of remote sensing for plant stress detection
title_fullStr Development of remote sensing for plant stress detection
title_full_unstemmed Development of remote sensing for plant stress detection
title_sort development of remote sensing for plant stress detection
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2016
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41731
_version_ 1643799767020470272
score 13.214268

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