Richer Aggregated Features for Optical Flow Estimation with Edge-aware Refinement

Xianshun Wang,Dongchen Zhu,Jiafei Song,Yanqing Liu,Jiamao Li,Xiaolin Zhang,Xianshun Wang,Dongchen Zhu,Jiafei Song,Yanqing Liu,Jiamao Li,Xiaolin Zhang

Recent CNN-based optical flow approaches have a separated structure of feature extraction and flow estimation. The core task of optical flow is finding the corresponding points while rich representation is just the key part of such matching problems. However, the prior work usually pays more attention to the design of flow decoder than the feature extraction. In this paper, we present a novel opti...