Lahav O Lipson

"SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow"

"We introduce SEA-RAFT, a more simple, efficient, and accurate RAFT for optical flow. Compared with RAFT, SEA-RAFT is trained with a new loss (mixture of Laplace). It directly regresses an initial flow for faster convergence in iterative refinements and introduces rigid-motion pre-training to improv…