Automated Multi-Camera Surveillance

Automated Multi-Camera Surveillance

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The recent development of intelligent surveillance systems has captured the interest of both academic research labs and industry. Automated Multi-Camera Surveillance addresses monitoring of people and vehicles, and detection of threatening objects and events in a variety of scenarios. In this book, techniques for development of an automated multi-camera surveillance system are discussed and proposed. The state-of-the-art in the automated surveillance systems is reviewed as well. Detailed explanation of sub-components of surveillance systems are provided, and enhancements to each of these components are proposed. The authors identify important challenges that such a system must address, and propose solutions. Development of a specific surveillance system called KNIGHT is described, along with the authors experience using it. This book enables the reader to understand the mathematical models and algorithms underlying automated surveillance as well as the benefits and limitations of using such methods.Algorithms and Practice Omar Javed, Mubarak Shah ... 2D Tracking of Person Silhouette For automated surveillance systems, tracking is usually carried out on foreground regions obtained by the ... W4 [41] used template matching with 2nd order motion prediction for tracking regions. ... Another problem is the occurrence of simultaneous exit and entry of objects at the same scene location. We willanbsp;...

Title:Automated Multi-Camera Surveillance
Author: Omar Javed, Mubarak Shah
Publisher:Springer Science & Business Media - 2008-12-16

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