The easiest way by far, is to simply threshold:
binaryImage = grayImage >= 66;
Ashish's method doesn't create black pixels, and Kevin's is inefficient. My fast and efficient method will create a binary image which is used in virtually all processing afterwards, such as labeling, morphology, regionprops, hole filling, etc.
