This study proposes an architecture for an interactive motion-based traffic simulation environment. In order to enhance modeling realism involving actual human beings, the proposed architecture integrates multiple types of simulation, including: (i) motion-based driving simulation, (ii) pedestrian simulation, (iii) motorcycling and bicycling simulation, and (iv) traffic flow simulation. The arc...

The evacuation phenomena in the two dimensional pedestrian flow model are simulated. intended direction of escape pedestrians panic situations is governed by Eikonal equation model. A new two-dimensional Cellular Automaton (CA) proposed for simulation flow. solution used to define probability matrix whose elements express a moving finite set directions. novelty this paper lies construction dens...

Deep convolutional neural networks continue to advance the state-of-the-art in many domains as they grow bigger and more complex. It has been observed that many of the parameters of a large network are redundant, allowing for the possibility of learning a smaller network that mimics the outputs of the large network through a process called Knowledge Distillation. We show, however, that standard...