UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

2 code implementations • 21 Nov 2017 • Simon Meister, Junhwa Hur, Stefan Roth

By optionally fine-tuning on the KITTI training data, our method achieves competitive optical flow accuracy on the KITTI 2012 and 2015 benchmarks, thus in addition enabling generic pre-training of supervised networks for datasets with limited amounts of ground truth.

Optical Flow Estimation