Detection and classification of leaf diseases using integrated approach of support vector machine and particle swarm optimization

[1]  Johan A. K. Suykens,et al.  Least Squares Support Vector Machine Classifiers , 1999, Neural Processing Letters.

[2]  Ujwalla Gawande,et al.  Unhealthy region of citrus leaf detection using image processing techniques , 2014, International Conference for Convergence for Technology-2014.

[3]  Jayme Garcia Arnal Barbedo,et al.  Digital image processing techniques for detecting, quantifying and classifying plant diseases. , 2013 .

[4]  Sanjay B. Patil,et al.  LEAF DISEASE SEVERITY MEASUREMENT USING IMAGE PROCESSING , 2011 .

[5]  R. D. Groot,et al.  A typology for the classification, description and valuation of ecosystem functions, goods and services , 2002 .

[6]  Roque Alfredo Osornio-Rios,et al.  Smart Sensor for Real-Time Quantification of Common Symptoms Present in Unhealthy Plants , 2012, Sensors.

[7]  Riccardo Poli,et al.  Particle swarm optimization , 1995, Swarm Intelligence.

[8]  Edward Y. Chang,et al.  Support vector machine active learning for image retrieval , 2001, MULTIMEDIA '01.

[9]  Xiaolong Li,et al.  Application of neural networks to image recognition of plant diseases , 2012, 2012 International Conference on Systems and Informatics (ICSAI2012).

[10]  A. K. Misra,et al.  Detection of unhealthy region of plant leaves using image processing and genetic algorithm , 2015, 2015 International Conference on Advances in Computer Engineering and Applications.

[11]  R. V. Kshirsagar,et al.  Cotton leaf disease identification using pattern recognition techniques , 2015, 2015 International Conference on Pervasive Computing (ICPC).

[12]  A. B. Patil,et al.  Plant Disease Detection Using Image Processing , 2015, 2015 International Conference on Computing Communication Control and Automation.

[13]  M. Clerc,et al.  Particle Swarm Optimization , 2006 .

[14]  P. Raven,et al.  Biology of Plants. , 1971 .

[15]  Yogesh H. Dandawate,et al.  An automated approach for classification of plant diseases towards development of futuristic Decision Support System in Indian perspective , 2015, 2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

[16]  Si Wu,et al.  Improving support vector machine classifiers by modifying kernel functions , 1999, Neural Networks.

[17]  Reza Ehsani,et al.  Review: A review of advanced techniques for detecting plant diseases , 2010 .

[18]  Sandeep Singh Kang,et al.  An enhancement in classifier support vector machine to improve plant disease detection , 2015, 2015 IEEE 3rd International Conference on MOOCs, Innovation and Technology in Education (MITE).

[19]  Alptekin Temizel,et al.  Aflatoxin contaminated chili pepper detection by hyperspectral imaging and machine learning , 2011, Defense + Commercial Sensing.