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2篇 您的检索式:作者名="Deepak Madhavan"
    题名 作者 年代 出处 被引量
1Local epileptogenic networks in tuberous sclerosis complex : a case review 显示文摘Deepak Madhavan Howard L Chad Carlson 2007Epilepsy and Behavior2007,11,1:1
2Recognition and Classification of Pomegranate Leaves Diseases by Image Processing and Machine Learning Techniques显示文摘Disease recognition in plants is one of the essential problems in agricultural image processing.This article focuses on designing a framework that can recognize and classify diseases on pomegranate plants exactly.The framework utilizes image processing techniques such as image acquisition,image resizing,image enhancement,image segmentation,ROI extraction(region of interest),and feature extraction.An image dataset related to pomegranate leaf disease is utilized to implement the framework,divided into a training set and a test set.In the implementation process,techniques such as image enhancement and image segmentation are primarily used for identifying ROI and features.An image classification will then be implemented by combining a supervised learning model with a support vector machine.The proposed framework is developed based on MATLAB with a graphical user interface.According to the experimental results,the proposed framework can achieve 98.39%accuracy for classifying diseased and healthy leaves.Moreover,the framework can achieve an accuracy of 98.07%for classifying diseases on pomegranate leaves.Mangena Venu Madhavan Dang Ngoc Hoang Thanh Aditya Khamparia Sagar Pande RahulMalik Deepak Gupta 2021Computers, Materials & Continua2021,,3:0
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