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Mihee Lee

2 accepted papers

2022

Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction

IJCAI 2022poster

With the rise in popularity of short-term Human Trajectory Prediction (HTP), Long-Term Crowd Flow Prediction (LTCFP) has been proposed to forecast crowd movement in large and complex environments. However, the input representations, models, and datasets for LTCFP are currently limited. To this end,…

2022

MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction

CVPR 2022poster

Accurate long-term trajectory prediction in complex scenes, where multiple agents (e.g., pedestrians or vehicles) interact with each other and the environment while attempting to accomplish diverse and often unknown goals, is a challenging stochastic forecasting problem. In this work, we propose MUS…

Cited by 90PDFScholar