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Video-Based Surveillance Systems : Computer Vision and Distributed Processing - Graeme A. Jones

Video-Based Surveillance Systems

Computer Vision and Distributed Processing

By: Graeme A. Jones (Editor), Nikos Paragios (Editor), Carlo S. Regazzoni (Editor)

Hardcover

Published: 31st December 2001
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The latest generation of visual surveillance systems have adopted recent technological developments in acquisition and communications. These advances have not so much changed the nature of surveillance as extended its reach and reliability. Fundamentally, systems remain relatively unintelligent with human operators remaining central to the threat assessment and response planning procedures found in CCTV installations. Nonetheless, the availability of high-performance computing platforms will ensure that cycle-hungry intellectual property gestating in academic and industrial research programs will have a major impact on the next generation of products.
Video-Based Surveillance Systems: Computer Vision and Distributed Processing, surveys works in progress in laboratories from around the world. The first part of the book present the most recent trends in the industrial world including real-time systems for monitoring of indoor and outdoor environments, society infrastructures such as subways and motorways, retail stores and aerial surveillance. Part Two explores current best practices in a chain of algorithms required to perform robust and accurate real-time tracking for motion detection involving rapid and frequent lighting changes, the establishment of accurate temporally consistent object trajectories particularly in crowded scenes, and the classification of object types. Part Three contains contributions which attempt to analyze events unfolding in a monitored scheme. The last part reviews distributed intelligent architectures which are likely to exploit three key recent technological developments in light-weight distributed computing methodologies, and intelligent sensors. Such architectures, in which signal analysis is moving towards sensing devices, can exploit the reduced bandwidth requirements of transmitting knowledge rather than pixels.
Video-Based Surveillance Systems: Computer Vision and Distributed Processing provides timely information for professionals working in the areas of surveillance, image processing, computer vision, digital signal processing and telecommunications.

Industrial Applications
Real-time Video Analysis at Siemens Corporate Researchp. 3
Aerial Video Surveillance and Exploitationp. 29
Two Examples of Indoor and Outdoor Surveillance Systemsp. 39
Visual Surveillance in Retail Stores and in the Homep. 51
Detection and Tracking
Detecting and Tracking People in Complex Scenesp. 65
Bayesian Modality Fusion for Tracking Multiple People with a Multi-Camera Systemp. 79
Tracking Groups of People for Video Surveillancep. 89
Colour-Invariant Motion Detection under Fast Illumination Changesp. 101
Face and Facial Feature Tracking: Using the Active Appearance Algorithmp. 113
Object Tracking and Shoslif Tree Based Classification using Shape and Colour Featuresp. 123
An Improved Adaptive Background Mixture Model for Real-time Tracking with Shadow Detectionp. 135
The Sakbot System for Moving Object Detection and Trackingp. 145
Assessment of Image Processing Techniques as a means of Improving Personal Security in Public Transportp. 159
On the use of Colour Filtering in an Integrated Real-Time People Tracking Systemp. 167
Event Detection and Analysis
Modelling and Recognition of Human Actions using a Stochastic Approachp. 179
VIGILANT: Content-Querying of Video Surveillance Streamsp. 193
Evaluation of a Self-learning Event Detectorp. 205
Automated Detection of Localized Visual Events over varying Temporal Scalesp. 215
Real-Time Visual Recognition of Dynamic Arm Gesturesp. 227
Distributed Architectures
Distributed Multi-Sensor Surveillance: Issues and recent advancesp. 239
Intelligence Distribution of a Third Generation People Counting System Transmitting Information over an Urban Digital Radio Linkp. 251
A Comparison between Continuous and Burst Recognition-driven Transmission Policies in Distributed 3G Surveillance Systemsp. 267
Indexp. 279
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792376323
ISBN-10: 0792376323
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 279
Published: 31st December 2001
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 23.5 x 15.5  x 1.7
Weight (kg): 1.31