Fan, Z., & Loo, B. P. (2021). Street life and pedestrian activities in smart cities: opportunities and challenges for computational urban science. Computational urban science, 1(1), 1-17

Loo, B. P., Fan, Z., Lian, T., & Zhang, F. (2023). Using computer vision and machine learning to identify bus safety risk factors. Accident Analysis & Prevention, 185, 107017.

“Jaywalking“ is a term in the world of cars. Streets are designed for vehicles and people crossing the road at “uncomfortable” locations are breaking the rules. When would we switch this thinking paradigm and give streets back to pedestrians?

This work trained a MaskRCNN model to detect pedestrian jaywalking event observed through bus dashcam videos.

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Rhythm of Transit Stations