Overview

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.

Full Product Details

Author:   Vijayan K. Asari
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2014 ed.
Volume:   6
Dimensions:   Width: 15.50cm , Height: 1.60cm , Length: 23.50cm
Weight:   5.029kg
ISBN:  

9783642378409

ISBN 10:   3642378404
Pages:   236
Publication Date:   28 November 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Background Subtraction: Theory and Practice.- Moving Cast Shadows Detection Methods for Video Surveillance Applications.- Moving Object Detection and Tracking in Wide Area Motion Imagery.- Recognizing Complex Human Activities via Crowd Context.- Event Based Switched Dynamic Bayesian Networks for Autonomous Cognitive Crowd Monitoring.- Unified Face Representation for Individual Recognition in Surveillance Videos.- Person Re-identification in Wide Area Camera Networks.- Opportunities and Challenges of Terrain Aided Navigation Systems for Aerial Surveillance by Unmanned Aerial Vehicles.- Automatic Target Recognition in Multispectral and Hyperspectral Imagery Via Joint Transform Correlation.- An Overview of Distributed Tracking and Control in Camera Networks.

Reviews

Author Information

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.

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