I love all sorts of animation, probably the most beautiful would be the tradtional hand drawn animation that Disney is known for. Stop-motion has a certain "grittieness" and is filled with imperfections, and yet their is an undeniable truth, that what you see really exits, even it if is posed by hand, 24 times a second. This truth is what I find most attractive about stop-motion animation.
