In [10], the authors proposed a color image segmentation approach where they first converted the rgb image into hsv one. Then they applied Otsu‘s multi-thresholding on V-channel to get the best threshold from the image. The resultant image is then segmented with K-Means clustering to merge the over segmented regions that occurred due to the application of Otsu‘s multi-thresholding. Finally they performed background subtraction along with morphological processing. The result of the approach is found to be quite satisfactory as per the values of MSE and PSNR obained from the experiment.