After you get grayscale (2D array) Image, in order to get binary image you can use im2bw function. So you should choose threshold, and this function will set all values above it to 1, and all values below to zero. For example:
threshold=mean(mean(x));
x=im2bw(x,threshold);
You should figure out what formula for threshold is better in your particular case.
