WAFT: Warping-Alone Field Transforms for Optical Flow

TL;DR

We introduce Warping-Alone Field Transforms (WAFT), a simple and effective method for optical flow. WAFT is similar to RAFT but replaces cost volume with high-resolution warping, achieving better accuracy with lower memory cost.

Opening excerpt from the authors’ abstract. source