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Yau Wei Yun

2 accepted papers

2021

Self-critical Learning of Influencing Factors for Trajectory Prediction using Gated Graph Convolutional Network

IROS 2021poster

Forecasting future trajectories of multiple pedestrians in a crowded environment is a challenging problem due to the complex interactions among the pedestrians. The interactions can be asymmetric and their influences may vary over time. Moreover, each pedestrian can exhibit different behavior at any…

Cited by 5SourceScholar
2020

Towards Understanding and Inferring the Crowd: Guided Second Order Attention Networks and Re-identification for Multi-object Tracking

IROS 2020poster

Multi-human tracking in the crowded environment is a challenging problem due to occlusions, pose change, viewpoint variation and cluttered background. In this work, we propose a robust feature learning for tracking-by-detection methods based on second-order attention network that can capture higher-…

Cited by 1SourceScholar