International Journal in IT & Engineering
  • Year: 2016
  • Volume: 4
  • Issue: 6

Classification of Images Using ABC-GA, ABC-FCM and Naive Bayes Classifier

  • Author:
  • S. Praveena
  • Total Page Count: 4
  • Page Number: 42 to 45

ECE Dept, M.G.I.T, Hyderabad

Online published on 21 March, 2018.

Abstract

This paper compares two clustering algorithms and Naive Bayes classifier for trees, shade, building and road. It starts with the single step preprocessing procedure to make the image suitable for clustering. The pre-processed image is clustered using the ABC-FCM and ABC-GA algorithm. Classification accuracy and Davies Bould in index of two hybrid algorithms are compared.

Keywords

Clustering, classification, features extraction, Naïve Bayes classifier, ABC-FCM and ABC-GA algorithm