Whan Choi

Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression

A novel algorithm to estimate instance-level future motion in a single image is proposed in this paper. We first represent the future motion of an instance with its direction, speed, and action classes. Then, we develop a deep neural network that exploits different levels of semantic information to…