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Leaf Disease Detection using Image Processing Technique- A Survey

Ajay Kumar1

Section:Survey Paper, Product Type: Journal Paper
Volume-07 , Issue-11 , Page no. 94-97, May-2019

Online published on Jun 15, 2019

Copyright © Ajay Kumar . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Ajay Kumar, “Leaf Disease Detection using Image Processing Technique- A Survey,” International Journal of Computer Sciences and Engineering, Vol.07, Issue.11, pp.94-97, 2019.

MLA Style Citation: Ajay Kumar "Leaf Disease Detection using Image Processing Technique- A Survey." International Journal of Computer Sciences and Engineering 07.11 (2019): 94-97.

APA Style Citation: Ajay Kumar, (2019). Leaf Disease Detection using Image Processing Technique- A Survey. International Journal of Computer Sciences and Engineering, 07(11), 94-97.

BibTex Style Citation:
@article{Kumar_2019,
author = {Ajay Kumar},
title = {Leaf Disease Detection using Image Processing Technique- A Survey},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2019},
volume = {07},
Issue = {11},
month = {5},
year = {2019},
issn = {2347-2693},
pages = {94-97},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=1023},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=1023
TI - Leaf Disease Detection using Image Processing Technique- A Survey
T2 - International Journal of Computer Sciences and Engineering
AU - Ajay Kumar
PY - 2019
DA - 2019/06/15
PB - IJCSE, Indore, INDIA
SP - 94-97
IS - 11
VL - 07
SN - 2347-2693
ER -

           

Abstract

This paper contains the review of different image processing techniques to detect various leaf diseases using machine learning. Now a day’s image processing technique is becoming a key technique for diagnosing the various features of the leaves. The diseases can touch part or area of the leaf. This paper mainly focuses detection of various leaf diseases and to classify them. The detection of leaf disease is mostly based on type of family leafs and same is approved by segmentation and classification. There are so many classification techniques such as Decision tree classifier, k-Nearest Neighbour classifier , k-means Classifier, Probabilistic Neural Network, Genetic Algorithm, Support Vector Machine, and Principal Component Analysis, Artificial neural network, Fuzzy logic. Assortment of classification method is always a difficult job because the quality of result can differ for dissimilar input data. This paper provides an overview of diverse classification techniques used for leaf disease classification [1].

Key-Words / Index Term

image processing, k-means, neural network, Support Vector Machine

References

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