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Video Surveillance for Sensor Platforms

Algorithms and Architectures

  • Book
  • © 2014

Overview

Authors:
  1. Mayssaa Al Najjar

    1. University of Louisiana at Lafayette, Lafayette, USA

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  2. Milad Ghantous

    1. Lebanese International University, Beirut, Lebanon

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  3. Magdy Bayoumi

    1. University of Louisiana at Lafayette, Lafayette, USA

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  • Describes a new type of image processing algorithms that are suited for low power and low memory platforms such as wireless sensor networks or mobile devices
  • Uses simulation and experimental results to evaluate algorithms presented
  • Includes hardware architecture for critical components in the algorithms described
  • Includes supplementary material: sn.pub/extras

Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 114)

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Introduction

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 1-16

  3. Visual Sensor Nodes

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 17-35

  4. Image Registration

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 37-61

  5. Image Fusion

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 63-95

  6. Object Detection

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 97-118

  7. Object Tracking

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 119-146

  8. Hysteresis Thresholding

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 147-174

  9. Hardware Architecture Assist for Critical Components

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 175-198

  10. Conclusion

    • Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi
    Pages 199-202
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Keywords

About this book

This book introduces resource aware image decomposition, registration, fusion, object detection and tracking algorithms along with their applications in security, monitoring and integration in 3rd Generation Surveillance Systems. All algorithms are evaluated through experimental and simulation results and a parallel and pipelined efficient architecture for implementing the algorithms is described.

Authors and Affiliations

  • University of Louisiana at Lafayette, Lafayette, USA

    Mayssaa Al Najjar, Magdy Bayoumi

  • Lebanese International University, Beirut, Lebanon

    Milad Ghantous

Bibliographic Information

  • Book Title: Video Surveillance for Sensor Platforms

  • Book Subtitle: Algorithms and Architectures

  • Authors: Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi

  • Series Title: Lecture Notes in Electrical Engineering

  • DOI: https://doi.org/10.1007/978-1-4614-1857-3

  • Publisher: Springer New York, NY

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Science+Business Media, LLC 2014

  • Hardcover ISBN: 978-1-4614-1856-6Published: 22 October 2013

  • Softcover ISBN: 978-1-4939-5265-6Published: 23 August 2016

  • eBook ISBN: 978-1-4614-1857-3Published: 22 October 2013

  • Series ISSN: 1876-1100

  • Series E-ISSN: 1876-1119

  • Edition Number: 1

  • Number of Pages: XV, 202

  • Number of Illustrations: 42 b/w illustrations, 47 illustrations in colour

  • Topics: Circuits and Systems, Electronics and Microelectronics, Instrumentation

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