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Banana plant disease diagnosis by image processing and soft computing techniques [articol]

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dc.contributor.author Anthiraja, A.
dc.contributor.author Vijayakumar, P.
dc.date.accessioned 2024-09-02T08:51:04Z
dc.date.available 2024-09-02T08:51:04Z
dc.date.issued 2021
dc.identifier.citation Anthiraja, A; Vijayakumar, P.: Banana plant disease diagnosis by image processing and soft computing techniques. Timişoara: Editura Politehnica, 2021. en_US
dc.identifier.issn 1582-4594
dc.identifier.uri https://dspace.upt.ro/xmlui/handle/123456789/6465
dc.description.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. en_US
dc.language.iso en en_US
dc.publisher Timișoara : Editura Politehnica en_US
dc.relation.ispartofseries Journal of Electrical Engineering;Vol 21 No 1
dc.subject Segmentation en_US
dc.subject Perceptron algorithm en_US
dc.subject CBR en_US
dc.subject ROC en_US
dc.subject Fuzzy logic en_US
dc.title Banana plant disease diagnosis by image processing and soft computing techniques [articol] en_US
dc.type Article en_US


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