With Street Photography, the objective is to capture individuals as they naturally are - that is, without their notice. Actually, that's relatively easy: carry a small camera and look beyond the individuals. They usually assume that you are photographing the environment and not them. This works amazingly well as they continue to act naturally.
Street Photography - FW Museums