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Optical imaging techniques for rice diseases detection: a review

Rice diseases have caused great economic losses to farmers in rice cultivation. The current assessment of rice disease evaluation still relies on manual, subjective, and laborious techniques. The manual and subjective evaluations lead to uncertainties since some diseases have almost similar characte...

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Main Authors: Bachik, Nur Azizah, Hashim, Norhashila, Wayayok, Aimrun, Che Man, Hasfalina, Mohd Ali, Maimunah
Format: Article
Language:English
Published: Sixscientia Resources 2020
Online Access:http://psasir.upm.edu.my/id/eprint/86989/1/Optical%20imaging%20techniques%20for%20rice%20diseases%20detection.pdf
http://psasir.upm.edu.my/id/eprint/86989/
https://www.myjafe.com/volume-1-2020/#issue|1
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spelling my.upm.eprints.869892022-01-10T07:15:14Z http://psasir.upm.edu.my/id/eprint/86989/ Optical imaging techniques for rice diseases detection: a review Bachik, Nur Azizah Hashim, Norhashila Wayayok, Aimrun Che Man, Hasfalina Mohd Ali, Maimunah Rice diseases have caused great economic losses to farmers in rice cultivation. The current assessment of rice disease evaluation still relies on manual, subjective, and laborious techniques. The manual and subjective evaluations lead to uncertainties since some diseases have almost similar characterisation. The applications of immunological, molecular, and microscope techniques are time-consuming, costly, and skills dependent. Thus, optical techniques are recommended to facilitate the control of diseases through their feasibility, rapidity, and accuracy, which can lead to better management strategies, besides improving production activity. These techniques for detecting and monitoring the diseases are important for precaution and prevention action. The present review discusses the existing and potential optical techniques for the detection of rice diseases. The techniques include optical imaging that consists of computer vision, spectroscopy, multispectral imaging, hyperspectral imaging (HSI), and remote sensing. Thus, this work presents in-depth information related to the nondestructive and potential applications of optical imaging techniques for rice disease detection. Sixscientia Resources 2020-03-12 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/86989/1/Optical%20imaging%20techniques%20for%20rice%20diseases%20detection.pdf Bachik, Nur Azizah and Hashim, Norhashila and Wayayok, Aimrun and Che Man, Hasfalina and Mohd Ali, Maimunah (2020) Optical imaging techniques for rice diseases detection: a review. Journal of Agricultural and Food Engineering, 1 (1). pp. 1-11. ISSN 2716-6236 https://www.myjafe.com/volume-1-2020/#issue|1 10.37865/jafe.2020.0001
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Rice diseases have caused great economic losses to farmers in rice cultivation. The current assessment of rice disease evaluation still relies on manual, subjective, and laborious techniques. The manual and subjective evaluations lead to uncertainties since some diseases have almost similar characterisation. The applications of immunological, molecular, and microscope techniques are time-consuming, costly, and skills dependent. Thus, optical techniques are recommended to facilitate the control of diseases through their feasibility, rapidity, and accuracy, which can lead to better management strategies, besides improving production activity. These techniques for detecting and monitoring the diseases are important for precaution and prevention action. The present review discusses the existing and potential optical techniques for the detection of rice diseases. The techniques include optical imaging that consists of computer vision, spectroscopy, multispectral imaging, hyperspectral imaging (HSI), and remote sensing. Thus, this work presents in-depth information related to the nondestructive and potential applications of optical imaging techniques for rice disease detection.
format Article
author Bachik, Nur Azizah
Hashim, Norhashila
Wayayok, Aimrun
Che Man, Hasfalina
Mohd Ali, Maimunah
spellingShingle Bachik, Nur Azizah
Hashim, Norhashila
Wayayok, Aimrun
Che Man, Hasfalina
Mohd Ali, Maimunah
Optical imaging techniques for rice diseases detection: a review
author_facet Bachik, Nur Azizah
Hashim, Norhashila
Wayayok, Aimrun
Che Man, Hasfalina
Mohd Ali, Maimunah
author_sort Bachik, Nur Azizah
title Optical imaging techniques for rice diseases detection: a review
title_short Optical imaging techniques for rice diseases detection: a review
title_full Optical imaging techniques for rice diseases detection: a review
title_fullStr Optical imaging techniques for rice diseases detection: a review
title_full_unstemmed Optical imaging techniques for rice diseases detection: a review
title_sort optical imaging techniques for rice diseases detection: a review
publisher Sixscientia Resources
publishDate 2020
url http://psasir.upm.edu.my/id/eprint/86989/1/Optical%20imaging%20techniques%20for%20rice%20diseases%20detection.pdf
http://psasir.upm.edu.my/id/eprint/86989/
https://www.myjafe.com/volume-1-2020/#issue|1
_version_ 1724075484604530688
score 13.211869

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