How do I know that's actually not really in the data and being shown accurately. Please attach your gray scale image.
Of course you could blur your image before displaying it. And you should display with imshow(), not pcolor(). pcolor() will not display the last row and last column of the image (try it with a small image of 4 rows and 4 columns just to prove it to yourself)!
