UGC Approved Journal no 63975(19)

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Published in:

Volume 5 Issue 8
August-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1808972


Registration ID:
185770

Page Number

492-497

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Title

Detection Of Diseased Plant Leaf Images Using SVM Classifier

Abstract

Agriculture in now days is not just a mean to feed population, it is more than that especially in countries like India where economy is directly or indirectly affected by production. So to maintain economical status, plants should be free from disease. Thus detection of disease in plants should be of great concern. To detect disease in plants number of techniques of segmentation and classifications are applied. Proposed work in paper begins with preprocessing of input plant image. Then processed image is segmented with k-mean clustering and thresholding, after getting clusters features are extracted using GLCM. GLCM (Gray Level Concurrence Matrix) is used to extract texture related features from plat images. At last classification is performed using Support Vector Machine that shows more accurate results for identification and detection of plant leaves diseases.

Key Words

Segmentation, GLCM, SVM, plant disease detection.

Cite This Article

"Detection Of Diseased Plant Leaf Images Using SVM Classifier", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 8, page no.492-497, August-2018, Available :http://www.jetir.org/papers/JETIR1808972.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Detection Of Diseased Plant Leaf Images Using SVM Classifier", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 8, page no. pp492-497, August-2018, Available at : http://www.jetir.org/papers/JETIR1808972.pdf

Publication Details

Published Paper ID: JETIR1808972
Registration ID: 185770
Published In: Volume 5 | Issue 8 | Year August-2018
DOI (Digital Object Identifier):
Page No: 492-497
Country: BHAWANIGARH/SANGRUR, PUNJAB, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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