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  Published Paper Details:

  Paper Title

PLANT DISEASE DETECTION USING FUZZY SUPPORT VECTOR MACHINE

  Authors

  MANPREET KAUR,  Mr. Sanjeev Mahajan,  Mr. Arpinder Singh

  Keywords

MSE, SVM, Plant Disease.

  Abstract


The self-starting detection of leaf disease is necessity topic as it is an advantage in monitoring large crop fields. The existence of disease in plant means the growth of plant can be destroyed. In this computing stage image processing techniques are used to study the various plants leaf diseases. In this paper we apply a methodology that is based on Fuzzy based system and used segmentation to distinguish critical or non-critical section to detect plant disease. First of all image is pre-processed, and then segmentation is done by using SVM technique and at the last classification is done by using FSVM method. The simulation results shows that the overall accuracy is improved and MSE reduced by 10%.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT1893117

  Paper ID - 190461

  Page Number(s) - 749-756

  Pubished in - Volume 6 | Issue 2 | APRIL 2018

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  MANPREET KAUR,  Mr. Sanjeev Mahajan,  Mr. Arpinder Singh,   "PLANT DISEASE DETECTION USING FUZZY SUPPORT VECTOR MACHINE", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 2, pp.749-756, APRIL 2018, Available at :http://www.ijcrt.org/papers/IJCRT1893117.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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