LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation

Tak-Wai Hui, Xiaoou Tang, Chen Change Loy

FlowNet2, the state-of-the-art convolutional neural network (CNN) for optical flow estimation, requires over 160M parameters to achieve accurate flow estimation. In this paper we p…