Violent Crime Detection System
Yaroslaw Dorogyy, Vadym Kolisnichenko, Kseniia Levchenko · 2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT) · 2018
The violence is one of the problems of our society. Violence prevention requires violence detection first, which needs a lot of human resources, and therefore it cannot be done instantly and ubiquitously. With the development of technologies it became possible to detect violence with minimal human interaction. In this paper, we describe principles and methods to build an automated system for violence detection. Proposed system is able to make violence detection simple, instant and ubiquitous. It was designed to recognize violence not only during the time it occurs but to predict it for some time before, basing on interpretation of verbal and nonverbal signals of a person. In addition, the system may use different external data sources to get information about the persons and environment to include it into reasoning process, therefore increase prediction accuracy.