Automated Multi-Camera Surveillance: Algorithms and Practice

丛 书 名：The International Series in Video Computing

版本说明：1

作     者：Omar Javed Mubarak Shah 

I S B N：(纸本) 9780387788807;9781441946263 

出 版 社：Springer New York  NY 

出 版 年：1000年

页      数：X, 110页

主 题 词：Computer Imaging, Vision, Pattern Recognition and Graphics Image Processing and Computer Vision Pattern Recognition Artificial Intelligence Computer Applications 

摘      要：The recent development of intelligent surveillance systems has captured the interest of both academic research labs and industry.;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.