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EN
This paper describes recent improvements in developing SmartMonitor — an innovative security system based on existing traditional surveillance systems and video content analysis algorithms. The system is being developed to ensure the safety of people and assets within small areas. It is intended to work without the need for user supervision and to be widely customizable to meet an individual’s requirements. In this paper, the fundamental characteristics of the system are presented including a simplified representation of its modules. Methods and algorithms that have been investigated so far alongside those that could be employed in the future are described. In order to show the effectiveness of the methods and algorithms described, some experimental results are provided together with a concise explanation.
EN
This article provides an overview and critical analysis of computer vision algorithms used in the construction of the modules responsible for recognition and identification of objects which are elements of an intelligent monitoring system. We investigate state-of-the-art methods with an enough high potential to be implemented in a practical realization of such a system. The article describes three main elements of modern surveillance system, namely an adaptive background model, object extraction and tracking. Finally, we describe several recent benchmark datasets that can be used to test real systems.
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