The clothes does look a lot more Korean than Japanese.
A long time ago a lot of things came from China, then to Korea, and from Korea to Japan so there are 'some' things that are similar aspects between the three very different places.
It could be be Japanese but it gives a more of a Korean impression than Japanese. Hmm...