Refining Pre-Trained Motion Models
Xinglong Sun,Adam W. Harley,Leonidas J. Guibas,Xinglong Sun,Adam W. Harley,Leonidas J. Guibas
Given the difficulty of manually annotating motion in video, the current best motion estimation methods are trained with synthetic data, and therefore struggle somewhat due to a train/test gap. Self-supervised methods hold the promise of training directly on real video, but typically perform worse. These include methods trained with warp error (i.e., color constancy) combined with smoothness terms...
