I have heard many different explanations, including:
Here's an image for reference: http://imgur.com/5sAxqYS
Security. The men in white caps were mostly visiting police and firemen, recruited to work security. The man to the left of Dr. King is Charlie Jackson, a Jersey City detective. Many of King's followers wore Indian Congress Party caps, because of its association with nonviolence.