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Wide Area Surveillance

Real-time Motion Detection Systems

  • Book
  • © 2014

Overview

Editors:
  1. Vijayan K. Asari

    1. Electrical and Computer Engineering, University of Dayton, Ohio, USA

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  • 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

Part of the book series: Augmented Vision and Reality (Augment Vis Real, volume 6)

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Table of contents (10 chapters)

  1. Front Matter

    Pages i-xiv
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  2. Background Subtraction: Theory and Practice

    • Ahmed Elgammal
    Pages 1-21

  3. Moving Cast Shadows Detection Methods for Video Surveillance Applications

    • Ariel Amato, Ivan Huerta, Mikhail G. Mozerov, F. Xavier Roca, Jordi Gonzàlez
    Pages 23-47

  4. Moving Object Detection and Tracking in Wide Area Motion Imagery

    • Varun Santhaseelan, Vijayan K. Asari
    Pages 49-70

  5. Recognizing Complex Human Activities via Crowd Context

    • Wongun Choi, Silvio Savarese
    Pages 71-91

  6. Event Based Switched Dynamic Bayesian Networks for Autonomous Cognitive Crowd Monitoring

    • Simone Chiappino, Lucio Marcenaro, Pietro Morerio, Carlo Regazzoni
    Pages 93-122

  7. Unified Face Representation for Individual Recognition in Surveillance Videos

    • Le An, Bir Bhanu, Songfan Yang
    Pages 123-136

  8. Person Re-identification in Wide Area Camera Networks

    • Shishir K. Shah, Apurva Bedagkar-Gala
    Pages 137-162

  9. Opportunities and Challenges of Terrain Aided Navigation Systems for Aerial Surveillance by Unmanned Aerial Vehicles

    • Samil Temel, Numan Unaldi
    Pages 163-177

  10. Automatic Target Recognition in Multispectral and Hyperspectral Imagery Via Joint Transform Correlation

    • Mohammad S. Alam, Adel Sakla
    Pages 179-206

  11. An Overview of Distributed Tracking and Control in Camera Networks

    • A. T. Kamal, C. Ding, A. A. Morye, J. A. Farrell, Amit K. Roy-Chowdhury
    Pages 207-234

  12. Back Matter

    Pages 235-236
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Keywords

About this book

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.

Editors and Affiliations

  • Electrical and Computer Engineering, University of Dayton, Ohio, USA

    Vijayan K. Asari

About the editor

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.

Bibliographic Information

  • Book Title: Wide Area Surveillance

  • Book Subtitle: Real-time Motion Detection Systems

  • Editors: Vijayan K. Asari

  • Series Title: Augmented Vision and Reality

  • DOI: https://doi.org/10.1007/978-3-642-37841-6

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2014

  • Hardcover ISBN: 978-3-642-37840-9Published: 28 November 2013

  • Softcover ISBN: 978-3-662-50962-3Published: 27 August 2016

  • eBook ISBN: 978-3-642-37841-6Published: 19 November 2013

  • Series ISSN: 2190-5916

  • Series E-ISSN: 2190-5924

  • Edition Number: 1

  • Number of Pages: XIV, 236

  • Number of Illustrations: 124 b/w illustrations

  • Topics: Signal, Image and Speech Processing, Image Processing and Computer Vision, Artificial Intelligence

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