Yep.
Component technically is better but how obvious that will be is hard to say.
As said make sure the colors for video and audio all match up between the TV and DVD player.
Finally, if it's not obvious, you must switch the VIDEO INPUT using the TV remote to toggle between the inputs you have (HDMI, component..).