Wide Area Surveillance
Real-time Motion Detection Systems
Editors: Asari, Vijayan K. (Ed.)
Free Preview- Written by experts in the field of wide are surveillance
- Gives a comprehensive update on the building an intelligent camera in the area of detection systems and
- Describes new algorithms for signal and imaging processing for image reconstruction
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- About this book
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The book describes a system for visual surveillance using intelligent cameras. The camera uses robust techniques for detecting and tracking moving objects. The real time capture of the objects is then stored in the database. The tracking data stored in the database is analysed to study the camera view, detect and track objects, and study object behavior. These set of models provide a robust framework for coordinating the tracking of objects between overlapping and non-overlapping cameras, and recording the activity of objects detected by the system.
- About the authors
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The Editor is an expert in the field of signal processing, image processing, neural networks, machine learning, computer vision, pattern recognition, and digital system architectures. His book series on Wide Area Surveillance will be very useful in developing intelligent systems and image reconstruction techniques that would have wide reaching applications in the field of applied engineering and computer science.
- Table of contents (10 chapters)
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Background Subtraction: Theory and Practice
Pages 1-21
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Moving Cast Shadows Detection Methods for Video Surveillance Applications
Pages 23-47
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Moving Object Detection and Tracking in Wide Area Motion Imagery
Pages 49-70
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Recognizing Complex Human Activities via Crowd Context
Pages 71-91
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Event Based Switched Dynamic Bayesian Networks for Autonomous Cognitive Crowd Monitoring
Pages 93-122
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Table of contents (10 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Wide Area Surveillance
- Book Subtitle
- Real-time Motion Detection Systems
- Editors
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- Vijayan K. Asari
- Series Title
- Augmented Vision and Reality
- Series Volume
- 6
- Copyright
- 2014
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- Distribution Rights
- Distribution rights for India: Delhi Book Store, New Delhi, India
- eBook ISBN
- 978-3-642-37841-6
- DOI
- 10.1007/978-3-642-37841-6
- Hardcover ISBN
- 978-3-642-37840-9
- Softcover ISBN
- 978-3-662-50962-3
- Series ISSN
- 2190-5916
- Edition Number
- 1
- Number of Pages
- XIV, 236
- Number of Illustrations
- 124 b/w illustrations
- Topics
