Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction
Aamir Hasan,Pranav Sriram,Katherine Driggs-Campbell,Aamir Hasan,Pranav Sriram,Katherine Driggs-Campbell
Spatio-temporal graphs (ST-graphs) have been used to model time series tasks such as traffic forecasting, human motion modeling, and action recognition. The high-level structure and corresponding features from ST-graphs have led to improved performance over traditional architectures. However, current methods tend to be limited by simple features, despite the rich information provided by the full g...
