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Pedestrian trajectory prediction with convolutional neural networks

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References

1995Social force model for pedestrian dynamics7,112 cited
2007Crowds by Example1,210 cited
2019STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction712 cited
2018Social Attention: Modeling Attention in Human Crowds710 cited
2019SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction592 cited
2018Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection385 cited
2019Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories With GANs351 cited
2021Human Trajectory Forecasting in Crowds: A Deep Learning Perspective296 cited
2018Encoding Crowd Interaction with Deep Neural Network for Pedestrian Trajectory Prediction292 cited
2018Context-Aware Trajectory Prediction201 cited
2018A Data-driven Model for Interaction-Aware Pedestrian Motion Prediction in Object Cluttered Environments116 cited

Cited by

2023A Decomposition Dynamic graph convolutional recurrent network for traffic forecasting282 cited
2022Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches195 cited
2022RETRACTED ARTICLE: Application of artificial intelligence technology in financial data inspection and manufacturing bond default prediction in small and medium-sized enterprises (SMEs)

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10 cited