If the input image is a grayscale image, then the rgb2gray function returns an error. To avoid an error, you can use the im2gray function instead. The im2gray function is identical to rgb2gray except that it can accept grayscale images as inputs, returning them unmodified. If you use the im2gray function, code like this conditional statement is no longer necessary.