MALARIA PARASITE CLASSIFICATION USING ENERGY BASED KNN CLASSIFIER
European Journal of Molecular & Clinical Medicine,
2020, Volume 7, Issue 9, Pages 1422-1425
AbstractPlasmodium is a type of unicellular eukaryote compulsory for vertebrates or insect parasites. The early diagnosis is required for malaria. In this study, the automatic classification of malaria system is discussed. Initially, the input images are given to gaussian filter, then energy feature is used for feature extraction and K-Nearest Neighbor (KNN) classifier is used for classification. The performance of malaria system produces the specificity of classification 93%using KNN classifier.
- Article View: 100
- PDF Download: 289