Author : Vignesh Dhandapani 1
Date of Publication :22nd March 2018
Abstract: Agriculture has become much more than simply a means to feed ever growing populations. It is very important where in more than 70% population depends on agriculture in India. That means it feeds great number of people. The plant diseases affect the humans directly or indirectly by health and also economically. Identification of the plant diseases is a very vital process to avoid the losses in both quality and quantity of leafs in agricultural production system. This Project deals with digital image processing techniques for detection, processing and identification of plant diseases. Diseases can affect at any part of plant especially in leaf. This Project includes only those methods to identify disease in leaves. Disease symptoms will be visible on leaves. It is very tough job to monitor the plant diseases manually. Manual plant disease monitoring system needs more processing time and expertise in the plant disease. So a fast, automatic and accurate approach to identify the plant diseases is needed. Hence, image processing techniques are used for the detection, processing and identification of plant diseases because these techniques are fast, automatic and accurate. Traditional method of checking diseases in plants is through visualization but this method is not so relevant in detecting the diseases associated with plants. So we can provide a better alternative, fast and accurate detection by using image processing techniques which can be more reliable than some other old methods
Reference :
-
- Arti N. Rathod, Bhavesh A. Tanawala, Vatsal H. Shah,―”Leaf Disease Detection Using Image Processing And Neural Network”,IJAERD,2014,1(6).
- P.Revathi, M.Hemalatha, ―”Classification of Cotton Leaf Spot Diseases Using Image Processing Edge Detection Techniques”, ISBN, 2012, 169-173, IEEE.
- H. Al-Hiary, S. Bani-Ahmad, M. Reyalat, M. Braik and Z. ALRahamneh, ―”Fast and Accurate Detection and Classification of Plant Diseases”, IJCA, 2011, 17(1), 31-38, IEEE-2010.0
- Piyush Chaudhary, Anand K. Chaudhari, Dr. A. N. Cheeran and Sharda Godara,―”Color Transform Based Approach for Disease Spot Detection on Plant Leaf”, IJCST, 2012, 3(6), 65-70
- Chanchal Srivastava, Saurabh Kumar Mishra, Pallavi Asthana, G. R. Mishra, O.P. Singh ―” Performance Comparison of Various Filters and Wavelet Transform for Image De-Noising”,IOSRJCE,2013,10(1),55-63.
- Hrushikesh Dattaray Marathe, Prerna Namdeorao Kothe,―”Leaf Disease Detection Using Image Processing Techniques”,IJERT,2013,2(3).
- H. Al-Hiary, S. Bani-Ahmed,M. Reyalat, M.Braik and Z. AL Rahamneh,―”Fast and Accurate Detection and Classification of Plant Diseases”,IJCA,2011,17(1).
- Jayamala K. Patil, Raj Kumar, ―”Advances In Image Processing For Detection of Plant Diseases”, JABAR, 2011, 2(2), 135-141.
- S. Arivazhagan, R. Newlin Shebiah, S. Ananthi, S. Vishnu Varthini,―”Detection of Unhealthy region of Plant Leaves and Classification of Plant Leaf Diseases using Texture Features”,CIGR,2013,15(1),211-217.
- PawanP.Warne, Dr.S.R. Ganorkar“ Detection of Diseases on Cotton Leaves Using K-Mean Clustering Method”, International Research Journal of Engineering and Technology(IRJET) Volume: 02 Issue: 04 | July2015, 425-431.
- Daisy Shergill, AkashdeepRana, Harsimran Singh “Extraction of rice disease using image processing”,International Journal Of Engineering Sciences & Research technology,June, 2015,135- 143.
- Malvika Ranjan1, Manasi Rajiv Weginwar,NehaJoshi,Prof.A.B. Ingole, detection and classification of leaf disease using artificial neural network,International Journal of Technical Research and Applications e-ISSN: 2320-8163, Volume 3, Issue 3 (May-June 2015), PP.
- RenukaRajendraKajale. Detection & recognition of plant leaf diseases using image processing and android o.s “International Journal of Engineering Research and General Science Volume 3, Issue 2, Part 2, March-April, 2015.,ISSN 2091-2730
- Prakash M. Mainkar, ShreekantGhorpade, MayurAdawadkar”, Plant Leaf Disease Detection and Classification Using Image Processing Techniques”,International Journal of Innovative and Emerging Research in Engineering Volume 2, Issue 4, 2015,139-144
- Mr. Sachin B. Jagtap, Mr. Shailesh M. Hambarde,” Agricultural Plant Leaf Disease Detection and Diagnosis Using Image Processing Based on Morphological Feature Extraction”, IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 4, Issue 5, Ver. I (Sep-Oct. 2014), PP 24-30.
- NiketAmoda, Bharat Jadhav, SmeetaNaikwadi,”Detection And Classification Of Plant Diseases By Image Processing”,International Journal of Innovative Science, Engineering & Technology, Vol. 1 Issue 2, April 2014.