Guo-Lun Jin

SME-Net: Sparse Motion Estimation for Parametric Video Prediction Through Reinforcement Learning

This paper leverages a classic prediction technique, known as parametric overlapped block motion compensation (POBMC), in a reinforcement learning framework for video prediction. Learning-based prediction methods with explicit motion models often suffer from having to estimate large numbers of motio…