All Joint Security Area tours (staying on the South Korean side) I have seen depart from Seoul (example 1, example 2, example 3).
Is there any way to sign up in advance for a Joint Security Area tour that departs from Imjingak (which is to my knowledge the closest publicly accessible parking lot)?