The week's pick
Reseach Article
A Clustering Adaptive Neural Network Approach for Leaf Disease Identification
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 120 - Number 11 |
| Year of Publication: 2015 |
| Authors: Neetu Chahal, Anuradha |
10.5120/21274-4104
|
Neetu Chahal, Anuradha . A Clustering Adaptive Neural Network Approach for Leaf Disease Identification. International Journal of Computer Applications. 120, 11 ( June 2015), 30-33. DOI=10.5120/21274-4104
Abstract
Agricultural image processing is having its significance to classify the agricultural objects as well as to identify the disease. These diseases are specific to the agricultural object or generic in nature. In this paper, an effective way is defined to identify the leaf disease over the plants. The work is here defined based on moment based analysis defined under clustering improved neural network approach. The work is here improved as a layered clustered and classification approach. In first stage, the identification of disease ROI is done. This identification is done using the CMeans Clustering Approach. Once the disease ROI is identified, the next work is to perform neural network approach for disease identification. The obtained results shows the effective recognition of disease area over the leaf images.
References
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