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SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction
8 references·4 citing·25 second hop
SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction (2019)SR-LSTM: State Refinement for LSTM Toward…Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection (2018)Soft + Hardwired attention: A…Social Attention: Modeling Attention in Human Crowds (2018)Social Attention: Modeling At…Robot companion: A social-force based approach with human awareness-navigation in crowded environments (2013)Robot companion: A social-for…HUMAN–ROBOT COLLISION AVOIDANCE USING A MODIFIED SOCIAL FORCE MODEL WITH BODY POSE AND FACE ORIENTATION (2013)HUMAN–ROBOT COLLISION AVOIDAN…The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics (2010)The Walking Behaviour of Pede…Crowds by Example (2007)Crowds by ExampleSelf-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions (2005)Self-Organized Pedestrian Cro…Social force model for pedestrian dynamics (1995)Social force model for pedest…Pedestrian trajectory prediction with convolutional neural networks (2021)Pedestrian trajectory predict…Human Trajectory Forecasting in Crowds: A Deep Learning Perspective (2021)Human Trajectory Forecasting …AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction (2021)AST-GNN: An attention-based s…Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction (2020)Spatio-Temporal Graph Transfo…T HE F LOW OF H UMAN C ROWDS (2002)Continuum crowds (2006)Universal Power Law Governing Pedestrian Interactions (2014)The Hidden Dimension (1973)Development and evaluation of an interactive humanoid robot "Robovie" (2003)How may I serve you? (2006)Escaping from Children's Abuse of Social Robots (2015)Recent trends in social aware robot navigation: A survey (2017)Eye-Contact, Distance and Affiliation (1965)Crowd disasters as systemic failures: analysis of the Love Parade disaster (2012)State-of-the-art crowd motion simulation models (2013)Crowd behaviour and motion: Empirical methods (2017)Foundations of social theory (1990)Foundations of Social Theory (1991)Dynamics of crowd disasters: An empirical study (2007)Field Theory in Social Science (1952)Field Theory in Social Science (1953)The Statistics of Crowd Fluids (1971)A System for the Notation of Proxemic Behavior1 (1963)Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories With GANs (2019)Simulating dynamical features of escape panic (2000)Simulation of pedestrian dynamics using a two-dimensional cellular automaton (2001)Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches (2022)STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction (2019)Synchronous Spatiotemporal Graph Transformer: A New Framework for Traffic Data Prediction (2022)
this work references cited by second hop

References

  • 1995Social force model for pedestrian dynamics6,870 cited
  • 2005Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions1,468 cited
  • 2007Crowds by Example1,171 cited
  • 2010The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics1,120 cited
  • 2018Social Attention: Modeling Attention in Human Crowds701 cited
  • 2018Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection376 cited
  • 2013Robot companion: A social-force based approach with human awareness-navigation in crowded environments233 cited
  • 2013HUMAN–ROBOT COLLISION AVOIDANCE USING A MODIFIED SOCIAL FORCE MODEL WITH BODY POSE AND FACE ORIENTATION52 cited

Cited by

  • 2020Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction623 cited
  • 2021Human Trajectory Forecasting in Crowds: A Deep Learning Perspective276 cited
  • 2021AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction219 cited
  • 2021Pedestrian trajectory prediction with convolutional neural networks136 cited

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