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Video-Based Surveillance Systems: Computer Vision and Distributed Processing

✍ Scribed by Paolo Remagnino, Graeme A. Jones, Nikos Paragios, Carlo S. Regazzoni (eds.)


Publisher
Springer US
Year
2002
Tongue
English
Leaves
276
Edition
1
Category
Library

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✦ Synopsis


Monitoring of public and private sites has increasingly become a very sensitive issue resulting in a patchwork of privacy laws varying from country to country -though all aimed at protecting the privacy of the citizen. It is important to remember, however, that monitoring and viΒ­ sual surveillance capabilities can also be employed to aid the citizen. The focus of current development is primarily aimed at public and corΒ­ porate safety applications including the monitoring of railway stations, airports, and inaccessible or dangerous environments. Future research effort, however, has already targeted citizen-oriented applications such as monitoring assistants for the aged and infirm, route-planning and congestion-avoidance tools, and a range of environment al monitoring applications. The latest generation of surveillance systems has eagerly adopted reΒ­ cent technological developments to produce a fully digital pipeline of digital image acquisition, digital data transmission and digital recordΒ­ ing. The resultant surveillance products are highly-fiexihle, capahle of generating forensic-quality imagery, and ahle to exploit existing Internet and wide area network services to provide remote monitoring capability.

✦ Table of Contents


Front Matter....Pages i-xiii
Front Matter....Pages 1-1
Real-Time Video Analysis at Siemens Corporate Research....Pages 3-28
Aerial Video Survelliance and Exploitation....Pages 29-38
Two Examples of Indoor and Outdoor Surveillance Systems: Motivation, Design, and Testing....Pages 39-50
Visual Surveillance in Retail Stores and in the Home....Pages 51-61
Front Matter....Pages 63-63
Detecting and Tracking People in Complex Scenes....Pages 65-78
Bayesian Modality Fusion for Tracking Multiple People with a Multi-Camera System....Pages 79-87
Tracking Groups of People for Video Surveillance....Pages 89-100
Colour-Invariant Motion Detection under Fast Illumination Changes....Pages 101-111
Face and Facial Feature Tracking....Pages 113-121
Object Tracking and Shoslif Tree Based Classification Using Shape and Color Features....Pages 123-134
An Improved Adaptive Background Mixture Model for Real-time Tracking with Shadow Detection....Pages 135-144
The Sakbot System for Moving Object Detection and Tracking....Pages 145-157
Assessment of Image Processing Techniques as a means of Improving Personal Security in Public Transport....Pages 159-166
On the Use of Colour Filtering in an Integrated Real-Time People Tracking System....Pages 167-175
Front Matter....Pages 177-177
Modeling and Recognition of Human Actions Using a Stochastic Approach....Pages 179-191
Vigilant....Pages 193-204
Evaluation of a Self-learning Event Detector....Pages 205-213
Automated Detection of Localised Visual Events Over Varying Temporal Scales....Pages 215-226
Real-Time Visual Recognition of Dynamic Arm Gestures....Pages 227-236
Front Matter....Pages 237-237
Distributed Multi-Sensor Surveillance: Issues and Recent Advances....Pages 239-250
Front Matter....Pages 237-237
Intelligence Distribution of a Third Generation People Counting System Transmitting Information Over an Urban Digital Radio Link....Pages 251-265
A Comparison between Continuous And Burst, Recognition Driven Transmission Policies in Distributed 3GSS....Pages 267-278
Back Matter....Pages 279-279

✦ Subjects


Image Processing and Computer Vision; Electrical Engineering; Computer Imaging, Vision, Pattern Recognition and Graphics; Signal, Image and Speech Processing


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