We have chosen Matlab for our experimental study. The comparative study is performed on the peppers image that is available in Matlab demo image [54]. We have taken the k values (number of clusters) as 3 for the K-Means algorithm and the distance metric chosen is ―cosine‖. Following are the results of the experiments: