Human motion trajectory prediction: A survey
With growing numbers of intelligent autonomous systems in human environments, the ability
of such systems to perceive, understand, and anticipate human behavior becomes …
of such systems to perceive, understand, and anticipate human behavior becomes …
Core challenges of social robot navigation: A survey
Robot navigation in crowded public spaces is a complex task that requires addressing a
variety of engineering and human factors challenges. These challenges have motivated a …
variety of engineering and human factors challenges. These challenges have motivated a …
[HTML][HTML] Data collection methods for studying pedestrian behaviour: A systematic review
Collecting pedestrian behaviour data is vital to understand pedestrian behaviour. This
systematic review of 147 studies aims to determine the capability of contemporary data …
systematic review of 147 studies aims to determine the capability of contemporary data …
State-of-the-art crowd motion simulation models
Currently, pedestrian simulation models are used to predict where, when and why
hazardous high density crowd movements arise. However, it is questionable whether …
hazardous high density crowd movements arise. However, it is questionable whether …
Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches
In crowd scenarios, predicting trajectories of pedestrians is a complex and challenging task
depending on many external factors. The topology of the scene and the interactions …
depending on many external factors. The topology of the scene and the interactions …
A review on crowd simulation and modeling
S Yang, T Li, X Gong, B Peng, J Hu - Graphical Models, 2020 - Elsevier
Crowd simulation has emerged in the last decade as a widely used method of visual effects,
computer games, and urban planning, etc. The improvement of hardware performance and …
computer games, and urban planning, etc. The improvement of hardware performance and …
Aggregate dynamics for dense crowd simulation
Large dense crowds show aggregate behavior with reduced individual freedom of
movement. We present a novel, scalable approach for simulating such crowds, using a dual …
movement. We present a novel, scalable approach for simulating such crowds, using a dual …
A synthetic-vision based steering approach for crowd simulation
In the everyday exercise of controlling their locomotion, humans rely on their optic flow of the
perceived environment to achieve collision-free navigation. In crowds, in spite of the …
perceived environment to achieve collision-free navigation. In crowds, in spite of the …
Clearpath: highly parallel collision avoidance for multi-agent simulation
We present a new local collision avoidance algorithm between multiple agents for real-time
simulations. Our approach extends the notion of velocity obstacles from robotics and …
simulations. Our approach extends the notion of velocity obstacles from robotics and …
Socnavbench: A grounded simulation testing framework for evaluating social navigation
The human-robot interaction community has developed many methods for robots to navigate
safely and socially alongside humans. However, experimental procedures to evaluate these …
safely and socially alongside humans. However, experimental procedures to evaluate these …