Abstract: Early warning zones (EWZs) are pivotal for future crowd management in smart cities, leveraging computer vision to transform dynamic environments into controllable cyber-physical systems.

- content: "We have defined two-layer model, and it doesn't show any benefits comparing to one-layer model. What could be the problem?" ...