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Human Behavior Understanding in Networked Sensing

Theory and Applications of Networks of Sensors

  • Book
  • © 2014

Overview

Editors:
  1. Paolo Spagnolo

    1. National Research Council, Lecce, Italy

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  2. Pier Luigi Mazzeo

    1. National Research Council, Lecce, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Cosimo Distante

    1. National Research Council, Lecce, Italy

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  • Highly interdisciplinary in scope, bridging computer vision, networked embedded sensing and artificial intelligence

  • Explores both technical challenges in sensor network development, and real-world applications

  • Examines a broad range of applications, including surveillance, patient care, industrial safety, and sports analysis

  • Includes supplementary material: sn.pub/extras

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Table of contents (20 chapters)

  1. Front Matter

    Pages i-xviii
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  2. Distributed Sensing: Architectures

    1. Front Matter

      Pages 1-1
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    2. Towards Cognitive and Perceptive Video Systems

      • Toygar Akgun, Charles Attwood, Andrea Cavallaro, Christian Fabre, Fabio Poiesi, Piotr Szczuko
      Pages 3-17

    3. Access-Centric In-Network Storage Optimization in Distributed Sensing Networks

      • Carsten Grenz, Sven Tomforde, Jörg Hähner
      Pages 19-44

    4. Decentralized Human Tracking in Visual Sensor Networks: Using Sparse Representation for Efficient Communication

      • Serhan CoÅŸar, Müjdat Çetin
      Pages 45-73

    5. Real-Time Tracking for Moving Target in WSN with Uncovered Holes

      • Huan Li, Zhefeng Sun, Kejie Lu
      Pages 75-97

    6. Sequential Anomaly Detection Using Wireless Sensor Networks in Unknown Environment

      • Yuanyuan Li, Michael Thomason, Lynne E. Parker
      Pages 99-123

  3. Distributed Sensing: Applications

    1. Front Matter

      Pages 125-125
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    2. A Full-Scale Hardware Solution for Crowd Evacuation via Multiple Cameras

      • Dimitrios Portokalidis, Ioakeim G. Georgoudas, Antonios Gasteratos, Georgios Ch. Sirakoulis
      Pages 127-154

    3. Visual Sensor Networks—Adaptive Online Configuration of Surveillance Networks with Distributed Smart Cameras

      • Chengnian Long, Jing Wu
      Pages 155-170

    4. Human Detection and Tracking in Healthcare Applications Through the Use of a Network of Sensors

      • Arnoldo Díaz-Ramírez, Francisco A. Bonino, Pedro Mejía-Alvarez
      Pages 171-190

    5. Automatic Players Detection and Tracking in Multi-camera Tennis Videos

      • Rafael Martín, José M. Martínez
      Pages 191-209

    6. Data Fusion with a Dense Sensor Network for Anomaly Detection in Smart Homes

      • Kevin Bing-Yung Wong, Tongda Zhang, Hamid Aghajan
      Pages 211-237

    7. People Counting Across Non-overlapping Camera Views by Flow Estimation Among Foreground Regions

      • Naoko Nitta, Ryota Akai, Noboru Babaguchi
      Pages 239-259

    8. 2D Human Pose Estimation and Tracking in Non-overlapping Cameras

      • Murtaza Taj, Ali Hassan, Abdul Rafay Khalid
      Pages 261-281

    9. Exploiting Crowd Synthesis for Multi-camera Human Tracking

      • Zhixing Jin, Bir Bhanu
      Pages 283-298

  4. Multi-robot Systems

    1. Front Matter

      Pages 299-299
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    2. Distributed Probabilistic Search and Tracking of Agile Mobile Ground Targets Using a Network of Unmanned Aerial Vehicles

      • Liang Sun, Stanley Baek, Daniel Pack
      Pages 301-319

    3. A Heterogeneous Robotic Network for Distributed Ambient Assisted Living

      • Antonio Petitti, Donato Di Paola, Annalisa Milella, Pier Luigi Mazzeo, Paolo Spagnolo, Grazia Cicirelli et al.
      Pages 321-338

    4. Cooperative Multi-robot Patrol in an Indoor Infrastructure

      • David Portugal, Rui P. Rocha
      Pages 339-358
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Keywords

About this book

This book provides a broad overview of both the technical challenges in sensor network development, and the real-world applications of distributed sensing. Important aspects of distributed computing in large-scale networked sensor systems are analyzed in the context of human behavior understanding, including topics on systems design tools and techniques. Additionally, the book examines a varied range of applications. Features: contains valuable contributions from an international selection of leading experts in the field; presents a high-level introduction to the aims and motivations underpinning distributed sensing; describes decision-making algorithms in the presence of complex sensor networks; provides a detailed analysis of the design, implementation, and development of a distributed network of homogeneous or heterogeneous sensors; reviews the application of distributed sensing to human behavior understanding and autonomous intelligent vehicles; includes a helpful glossary and a list of acronyms.

Editors and Affiliations

  • National Research Council, Lecce, Italy

    Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante

Bibliographic Information

  • Book Title: Human Behavior Understanding in Networked Sensing

  • Book Subtitle: Theory and Applications of Networks of Sensors

  • Editors: Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante

  • DOI: https://doi.org/10.1007/978-3-319-10807-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Hardcover ISBN: 978-3-319-10806-3Published: 25 November 2014

  • Softcover ISBN: 978-3-319-35843-7Published: 24 September 2016

  • eBook ISBN: 978-3-319-10807-0Published: 06 November 2014

  • Edition Number: 1

  • Number of Pages: XVIII, 459

  • Number of Illustrations: 25 b/w illustrations, 208 illustrations in colour

  • Topics: Image Processing and Computer Vision, Computer Communication Networks, Artificial Intelligence

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