Le Guan

HDMRAFT: Heterogeneous Distillation Matching-Recurrent all-Pairs Field Transform for Lightweight Optical Flow Estimation

Optical flow can enable robots to accurately perceive the environment and support advanced applications. The estimation accuracy of directly pruned optical flow models suffers significant degradation and the resulting compact architectures are critically constrained by extreme operational scenarios,