DocumentCode :
3544639
Title :
Feasibility Study on Plant Chili Disease Detection Using Image Processing Techniques
Author :
Husin, Zulkifli Bin ; Shakaff, Ali Yeon Bin Md ; Aziz, Abdul Hallis Bin Abdul ; Farook, Rohani Binti S Mohamed
Author_Institution :
Sch. of Comput. & Commun. Eng., Univ. Malaysia Perlis, Kuala Perlis, Malaysia
fYear :
2012
fDate :
8-10 Feb. 2012
Firstpage :
291
Lastpage :
296
Abstract :
Producing chili is a daunting task as the plant is exposed to the attacks from various micro-organisms and bacterial diseases and pests. The symptoms of the attacks are usually distinguished through the leaves, stems or fruit inspection. This paper discusses the effective way used in performing early detection of chili disease through leaf features inspection. Leaf image is captured and processed to determine the health status of each plant. Currently the chemicals are applied to the plants periodically without considering the requirement of each plant. This technique will ensure that the chemicals only applied when the plants are detected to be effected with the diseases. The image processing techniques are used to perform hundreds of chili disease images. The plant chili disease detection through leaf image and data processing techniques is very useful and inexpensive system especially for assisting farmers in monitoring the big plantation area.
Keywords :
agricultural products; agriculture; condition monitoring; diseases; inspection; microorganisms; object detection; bacterial disease; chili production; data processing technique; fruit inspection; image processing technique; leaf feature inspection; leaf image; leaves inspection; microorganism; pest; plant chili disease detection; plant health status; plantation area monitoring; stems inspection; Diseases; Educational institutions; Feature extraction; Image color analysis; Inspection; Neural networks; Chili disease; image processing; leaf image;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems, Modelling and Simulation (ISMS), 2012 Third International Conference on
Conference_Location :
Kota Kinabalu
Print_ISBN :
978-1-4673-0886-1
Type :
conf
DOI :
10.1109/ISMS.2012.33
Filename :
6169716
Link To Document :
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