Publications

Pedestrian Crossing Intention Prediction at Red-Light Using Pose Estimation

Published in IEEE Transactions on Intelligient Transportation Systems, 2021

This paper predicts pedestrians’ redlight crossings using computer visoon technique (pose estimation).

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Prediction of Pedestrians’ Near-accident Events at Signalized Intersections Using Gated Recurrent Unit (GRU)

Published in Accident Analysis and Prevention, 2020

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Prediction of pedestrian-vehicle conflicts at signalized intersections based on long short-term memory neural network

Published in Accident Analysis and Prevention, 2020

This paper uses a long short-term memory (LSTM) neural network to predict pedestrians’ dangerous situations.

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Prediction of pedestrian crossing intentions at intersections based on long short-term memory recurrent neural network

Published in Transportation Research Record, 2019

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