alexa Adaptive K-Means Clustering Techniques For Data Cluste
ISSN ONLINE(2319-8753)PRINT(2347-6710)

International Journal of Innovative Research in Science, Engineering and Technology
Open Access

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Research Article

Adaptive K-Means Clustering Techniques For Data Clustering

Manjinder Kaur1, Navjot Kaur2, Harkamaldeep Singh3
  1. Student, M.tech in Department of Electronics and Communication Engineering, IET, Bhaddal, Ropar,India
  2. Assistant Professor, Department of Electronics and Communication Engineering, IET, Bhaddal, Ropar,India
  3. Assistant Professor, Department of Electrical and Electronics Engineering, IET, Bhaddal, Ropar,India
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Abstract

In the presented work, a modified k-means clustering is proposed. It adapts itself according to the image based on color based clustering. The no. of clusters using the color features are computed based on histogram analysis in gray format. The peak of the histogram is the main source of computation of no. of colors in the image and based on the same, the image data are clustered.

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