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Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches
16 references·0 citing·22 second hop
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches (2022)Review of Pedestrian Trajectory Predictio…STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction (2019)STGAT: Modeling Spatial-Tempo…Social Attention: Modeling Attention in Human Crowds (2018)Social Attention: Modeling At…Human-aware robot navigation: A survey (2013)Human-aware robot navigation:…How simple rules determine pedestrian behavior and crowd disasters (2011)How simple rules determine pe…Crowds by Example (2007)Crowds by ExampleContinuum crowds (2006)Continuum crowdsThe fundamental diagram of pedestrian movement revisited (2005)The fundamental diagram of pe…Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions (2005)Self-Organized Pedestrian Cro…Simulation of pedestrian crowds in normal and evacuation situations (2002)Simulation of pedestrian crow…Simulation of evacuation processes using a bionics-inspired cellular automaton model for pedestrian dynamics (2002)Simulation of evacuation proc…Pedestrian and evacuation dynamics (2002)Pedestrian and evacuation dyn…A continuum theory for the flow of pedestrians (2002)A continuum theory for the fl…Simulation of pedestrian dynamics using a two-dimensional cellular automaton (2001)Simulation of pedestrian dyna…Simulating dynamical features of escape panic (2000)Simulating dynamical features…Social force model for pedestrian dynamics (1995)Social force model for pedest…The Statistics of Crowd Fluids (1971)The Statistics of Crowd FluidsThe Handbook of Social Psychology (1969)Limits of Predictability in Human Mobility (2010)Handbook of Social Psychology (2013)T HE F LOW OF H UMAN C ROWDS (2002)SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction (2019)Simple Heuristics That Make Us Smart (1999)The origin of bursts and heavy tails in human dynamics (2005)Crowd disasters as systemic failures: analysis of the Love Parade disaster (2012)State-of-the-art crowd motion simulation models (2013)Human mobility: Models and applications (2018)DESIGNING FOR PEDESTRIANS: A LEVEL-OF-SERVICE CONCEPT (1971)On the fluid mechanics of human crowd motion (1974)Pedestrian route-choice and activity scheduling theory and models (2003)Foundations of social theory (1990)Foundations of Social Theory (1991)The Size, Scale, and Shape of Cities (2008)The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics (2010)Field Theory in Social Science (1952)Field Theory in Social Science (1953)Dynamics of crowd disasters: An empirical study (2007)Modeling crowd evacuation of a building based on seven methodological approaches (2008)Experimental study of the behavioural mechanisms underlying self-organization in human crowds (2009)
this work references cited by second hop

References

  • 1995Social force model for pedestrian dynamics7,112 cited
  • 2000Simulating dynamical features of escape panic5,004 cited
  • 2001Simulation of pedestrian dynamics using a two-dimensional cellular automaton1,809 cited
  • 2005Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions1,506 cited
  • 2011How simple rules determine pedestrian behavior and crowd disasters1,224 cited
  • 2007Crowds by Example1,210 cited
  • 2002A continuum theory for the flow of pedestrians1,123 cited
  • 2002Pedestrian and evacuation dynamics1,018 cited
  • 2002Simulation of evacuation processes using a bionics-inspired cellular automaton model for pedestrian dynamics1,013 cited
  • 2006Continuum crowds907 cited
  • 2002Simulation of pedestrian crowds in normal and evacuation situations784 cited
  • 2013Human-aware robot navigation: A survey774 cited
  • 2019STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction712 cited
  • 2018Social Attention: Modeling Attention in Human Crowds710 cited
  • 1971The Statistics of Crowd Fluids667 cited
  • 2005

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The fundamental diagram of pedestrian movement revisited
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