NDLI: Detection of unhealthy region of plant leaves using image processing and genetic algorithm

Content Provider	IEEE Xplore Digital Library
Author	Singh, V. Varsha Misra, A.K.
Copyright Year	2015
Description	Author affiliation: JSSATE Noida, Noida, India (Varsha) \|\| MNNIT, Allahabad, India (Misra, A.K.) \|\| IMS Eng. Coll., UP, Ghaziabad, India (Singh, V.)
Abstract	Agricultural productivity is that thing on which Indian Economy highly depends. This is the one of the reasons that disease detection in plants plays an important role in agriculture field, as having disease in plants are quite natural. If proper care is not taken in this area then it causes serious effects on plants and due to which respective product quality, quantity or productivity is affected. Detection of plant disease through some automatic technique is beneficial as it reduces a large work of monitoring in big farms of crops, and at very early stage itself it detects the symptoms of diseases means when they appear on plant leaves. This paper presents an algorithm for image segmentation technique used for automatic detection as well as classification of plant leaf diseases and survey on different diseases classification techniques that can be used for plant leaf disease detection. Image segmentation, which is an important aspect for disease detection in plant leaf disease, is done by using genetic algorithm.
Starting Page	1028
Ending Page	1032
File Size	300906
Page Count	5
File Format	PDF
e-ISBN	9781467369114
DOI	10.1109/ICACEA.2015.7164858
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-03-19
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image segmentation Plant disease detection Image color analysis Plants (biology) Image processing Genetic algorithm Feature extraction Classification algorithms Diseases
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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