We study the role of twin image synthesis. We compare our full method, which predicts optical flow on the realistic image, to Ours (w/o twin), which directly predicts optical flow using the artistic image. The results show that our predicted flow (using a realistic image) is significantly smoother and consistent.
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"a large waterfall falling between hills in the style Van Gogh painting during sunset, 4k"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"a large waterfall falling between hills in the style Van Gogh painting during sunset, 4k"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"oil painting of a waterfall falling from the hills in the essence of renaissance style, no humans"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"oil painting of a waterfall falling from the hills in the essence of renaissance style, no humans"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"world war scene, fighter planes in the sky, clouds, cinematic ancient photo, brown tint"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"always the sun, beautiful strange detailed summer seascape painting 8k resolution deviantart trending on Artstation concept art digital illustration"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"a large waterfall falling from hills during sunset in the style of Leonid Afremov"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"a large waterfall falling from hills during sunset in the style of Leonid Afremov"
Ours (w/o twin) [Optical Flow]
Ours (w/o twin) [Video]
Ours [Optical Flow]
Ours [Video]
"Dead river, red color, highly detailed, 8 k, artstation, beutifull, masterpiece"