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 560
- Downloads 21
Combined Effects of Radiation, Chemical Reaction and Porosity of the Medium on MHD Flow Past Over Plate with Heat and Mass Transfer in the Presence of Hall Current
In the present paper, we study the effects of radiation, chemical reaction and porosity of the medium on unsteady flow of a viscous, incompressible and electrically conducting fluid past an impulsively started plate wit...
Security Framework for Internet of Things (IOT) Cloud Data Sync
The Internet of Things (IoT) is an important topic in technology industry, policy and engineering circle has become headline news in both the specialty press and the popular media. A lot of important questions has been...
Improvement in the Production of Powder Coating Process of Fan Blades through PDCA Review
Plan-Do-Check-Act (PDCA) cycle is a spiral iterative scientific approach for achieving continuous improvement of quality whether in the process, product or service in any organization. This is paper review on the PDCA a...
Behavior Study of Fly-Ash Based Bricks and Analysis of R.C Frame Infill Using ETABS
In many green building materials fly ash brick also included. Fly ash bricks can be suitably used in masonry like clay bricks. The manufacture of fly ash bricks will be more economical if the manufacturing unit is neare...
A Survey on Energy Efficient Routing Protocol for Wireless Sensor Networks
Wireless sensor network (WSN) consists of thousands of sensor nodes are presented which required transmitting data between the nodes and to the base station. As sensor nodes are generally battery operated, the efficient...