Disease Detection in Tree Leaves and Fruits using Image Processing Techniques

In this paper, we detect the tree leaves and fruits disease using image processing techniques. In this paper apple, grapes and pomegranate disease are detected. The apple diseases are apple scab, apple rot, Marssonina leaf blotch, black rot canker, apple mosaic.
Authors: Nivetha. I, Dr. M. Padmaa
 
Published in: Journal of Radio and Television Broadcast: 3 pp. 24-28.
Communities: MAT JOURNALS
 
Abstract
 
India is the agriculture based country. Now a day, agricultural product yield is decrease for the reason of disease affect the plants like fungus, virus diseases. In this paper, we detect the tree leaves and fruits disease using image processing techniques. In this paper apple, grapes and pomegranate disease are detected. The apple diseases are apple scab, apple rot, Marssonina leaf blotch, black rot canker, apple mosaic. The grape diseases are black rot, powdery mildew, downy mildew, anthracnose, bacterial leaf spot, and rust. The pomegranate diseases are bacterial blight, aspergillus fruit rot, anthracnose, cercospora fruit spot, cescospora leaf spot.
 

Photos: Input image, Resized image, Gray image, Noise removal Image, Color filter, Filtered image, Contrast enhanced, Otsu segmentation, Conversion to HIS, Neural network, Disease name respectively (credits: Nivetha. I, Dr. M. Padmaa)

This article is published under license Creative Commons Attribution 4.0 International.
 

 

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