Human motion analysis and prediction is an active research area where predicting human motion is often performed for a single time step based on historical motion. In recent years, longer term human motion prediction has been attempted over a number of future time steps. Most current methods learn Motion Patterns (MPs) from observed trajectories and then use them for prediction. However, these learned MPs may not be indicative due to inadequate observation, which naturally affects on the reliability of motion prediction. In this paper, we present an adaptive human motion analysis and prediction method.
An adaptive human motion analysis and prediction method for understanding the motion patterns has been proposed in REF .
Adaptive human motion analysis and prediction
Pattern Recognit.
Pattern Recognit.
Computer Science Mathematics