Here supposed to be group certain pixels in one group (read about qualtization levels). Same can be done using imsegkmeans function, which is K-means clustering based image segmentation
k=8; % Change the kth value as per requirement, number of segments
[L,C]=imsegkmeans(I,k);
result=label2rgb(L,im2double(C));
imshow(result);
