Obviously there will be a large number of pixels with low scores and only a few ones with high scores. It is likely that you will have to tune the grayscale in order to make the background noise (low scores) disappear and the similar regions stand out more clearly (the image shown in Fig. 3 has quite a bit of background). To do this, use the histogram window (Fig. 4):