Yes, of course. It is all due to the resolution. A full HD screen displays images of 1920 x 1080 pixels but the HD screen will have a resolution of 1080 x 720 pixels.
This means that a full HD display is 34% better. However, to find out the difference in image quality of a full HD display and an HD, you will need a bigger screen.