Abstract:
A s it is observed that the banana
production is affected by various disease
condition and causing huge loss to the poor
farmers. By using modern technology of image
process and soft computing, these can be
identified at the earlier stage and appropriate
precautions can be taken to avoid further
damage and hence increase in healthy
production. Through the pre processing
technique, image is input to get normalization
and median filter is done to remove the noise.
Then segmentation process is done for feature
extraction, followed by classification
techniques. In this classification techniques two
algorithms are used, that is the perceptron and
case based reasoning for diagnosis of disease.
Then fuzzy logic is used for making decision.
Then syst em evaluation Receiver Operating
Characteristics ( ROC curve is used. Analysis
shows Case based reasoning ( algorithm
is better than perceptron algorithm.
