Classification of socio-psychological parameters of people using artificial intelligence and machine vision for the needs of people protection in real-time

Project period:  01/2019 – 12/2021 

Project type: Grant

Code: TL02000352

Agency: TACR – Technology Agency of the Czech Republic

Program: ETA – 2 

Keywords: psychology; typology; machine vision; neural networks; evacuation; simulation; soft targets

Abstract 

The project focuses on the classification of the social and psychological parameters of persons in crowded places with the poor protection. This information will be extracted from a video data typical for a common surveillance infrastructure (such as a railway station or shopping center system) using methods of psychological analysis, machine vision and deep neural networks. The parameters obtained will serve, among other things, to determine the statistical distribution of the pre-evacuation time in the event of an emergency, when this time interval is for security personnel critical and hard to obtain, and generally to improve supervision. Used methods will comply with the General Data Protection Regulation.