Rather than classifying by shape, caps in Japan seem to be classified by role/purpose, and don't inherently refer to a specific form. Some examples I've seen are kanbou (官帽; official/bureaucrat cap), seibou (制帽; regulaton/law cap) and gakuseibou (学生帽; student cap - I think this is what Raidou is wearing)