… crowd behaviour pattern analysis. First, we need to detect the crowd flow present in the
video to analyse the crowd flow. The … A lagrangian particle dynamics approach for crowd flow …

… Centroidal particle dynamics (CPD) is a method we defined that explicitly models the … -based
method for local dynamics can reproduce several key emergent dense crowd phenomena …

… -based fluid dynamics framework for segmenting crowd flows in videos. The … method
explained in [24] identifies multiple crowd behaviors by performing stability analysis for dynamical …

… A Lagrangian particle dynamics approach for crowd flow segmentation and stability
analysis… Chaotic invariants of lagrangian particle trajectories for anomaly detection in crowded …

… stability analysis for dynamical systems, thus avoiding object detection, tracking, and training.
However, their method fails to capture the randomness in the crowd… segment crowd flows …

… particle method in an Eulerian framework for the numerical approximation of several widely
adopted macroscopic pedestrian flow … higher values of c 0 lead to stable crowd propagation. …

… stable, it gives better control over the crowd density, and it can reproduce fluid-like wave
effects at various densities. We also show that contact forces, a dynamic … boundary segment of …

… Lagrangian particle dynamics approach [5] and floor field [6] in hydrodynamic were used to
implement pedestrian flow segmentation… the transition from a stable layer to an unstable state …

… A lagrangian particle dynamics approach for crowd flow segmentation and stability analysis.
In IEEE Conference on Computer Vision and Pattern Recognition, pages 1–6, 2007. 1 …

… A Lagrangian particle dynamics approach for crowd flow segmentation and stability analysis.
In: IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR’07, pp. …