3 papers
cs.RO2026
Simulation of collision avoidance behavior in crowd movement by data-driven approach
Xuanwen Liang, Eric Wai Ming Lee
Crowd movement simulation is essential for pedestrian safety management and facility layout optimization. Data-driven models enhance trajectory prediction accuracy under Euclidean…
cs.CY2025
Improved visual-information-driven model for crowd simulation and its modular application
Xuanwen Liang, Jiayu Chen, Eric Wai Ming Lee +1
Crowd movement simulation is crucial for pedestrian safety management and facility design. Data-driven models offer the potential to improve realism and predictive accuracy, but mo…
cs.AI2023
Visual-information-driven model for crowd simulation using temporal convolutional network
Xuanwen Liang, Eric Wai Ming Lee
Crowd simulations play a pivotal role in building design, influencing both user experience and public safety. While traditional knowledge-driven models have their merits, data-driv…