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Wide Area Surveillance: Real-time Motion Detection Systems de Vijayan K. Asari

Wide Area Surveillance: Real-time Motion Detection Systems: Augmented Vision and Reality, cartea 6

Editat de Vijayan K. Asari
en Limba Engleză Hardback – 28 noi 2013
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.
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Specificații

ISBN-13: 9783642378409
ISBN-10: 3642378404
Pagini: 400
Ilustrații: XIV, 236 p. 124 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.53 kg
Ediția:2014
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Augmented Vision and Reality

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.

Notă biografică

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.

Textul de pe ultima copertă

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 int he 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.

Caracteristici

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