An Improved Leaf Disease Detection Using Collection Of Features And SVM Classifiers
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 6
Abstract
Leaf diseases weaken trees and shrubs by interrupting chemical change, the method by that plants produce energy that sustains growth and defense systems and influences survival. Problem can be resolved when provided with the remedial action in time and this can be achieved with the introduction of technology in the system. This paper presents an improved method for leaf disease detection using an adaptive approach. The algorithm presented used to preprocess, segment and extract information from the preprocessed image. The segmentation is done using K-Means algorithm to achieve different clusters. The shape feature and color texture features are extracted from the affected reasons and send to the SVM classifier. The detection task performed and experimental results prove that the proposed method is efficient in reaching convergence.
Authors and Affiliations
Sandeep B. Patil, Santosh Kumar Sao
Keywords
Related Articles
- EP ID EP20965
- DOI -
- Views 502
- Downloads 21
Implementation of UART Using VHDL
UART (Universal Asynchronous Receiver Transmitter) is a kind of serial communication protocol; mostly used for short-distance, low speed, low-cost data exchange between computer and peripherals. During the actual indust...
Enhancement the Strength of Fly Ash Concrete by using Hybrid Fibers
These fibers have been used in different percentages and the cement in concrete is replaced by 50% class f flyash. Steel fibers are added in the order of 0.5%& 1% polypropylene fibers are added in the order of the 0.5%...
Gesture Controlled Wheel-Chair:A Review
Robots of the future should communicate with human in natural way. Hence, we are especially interested in hand motion based gesture interface. The purpose of this study was to present the reliable means of human-compute...
Architecture of Windows NT Operating System
The architecture of Windows NT, a line of operating systems produced and sold by Microsoft, is a layered design that consists of two main components, user mode and kernel mode. It is a preemptive, reentrant operating sy...
Design and Implementation Various Logic Circuits Using GDI Technique
Area and power are the 2 very important problems in analog circuit style and synthesis of VLSI circuits that depends on varied vital style parameters. The aim of this paper is to style varied logic gates, Comparator and...