← Search

Jinghai Duan

3 accepted papers

2023

MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking

CVPR 2023poster

The main challenge of Multi-Object Tracking (MOT) lies in maintaining a continuous trajectory for each target. Existing methods often learn reliable motion patterns to match the same target between adjacent frames and discriminative appearance features to re-identify the lost targets after a long pe…

2023

Multi-Stream Representation Learning for Pedestrian Trajectory Prediction

AAAI 2023technical

Forecasting the future trajectory of pedestrians is an important task in computer vision with a range of applications, from security cameras to autonomous driving. It is very challenging because pedestrians not only move individually across time but also interact spatially, and the spatial and tempo…

2022

Complementary Attention Gated Network for Pedestrian Trajectory Prediction

AAAI 2022technical

Pedestrian trajectory prediction is crucial in many practical applications due to the diversity of pedestrian movements, such as social interactions and individual motion behaviors. With similar observable trajectories and social environments, different pedestrians may make completely different futu…