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Human Behavior Understanding in Networked Sensing

Theory and Applications of Networks of Sensors

Gebonden Engels 2014 2014e druk 9783319108063
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Samenvatting

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.

Specificaties

ISBN13:9783319108063
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:459
Uitgever:Springer International Publishing
Druk:2014

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Inhoudsopgave

<p>Part I: Distributed Sensing – Architectures</p><p>Towards Cognitive and Perceptive Video Systems<br>Toygar Akgun, Charles Attwood, Andrea Cavallaro, Christian Fabre, Fabio Poiesi, and Piotr Szczuko</p><p>Access-Centric In-Network Storage Optimization in Distributed Sensing Networks<br>Carsten Grenz, Sven Tomforde, and Jorg Hahner</p><p>Decentralized Human Tracking in Visual Sensor Networks: Using Sparse Representation for Efficient Communication<br>Serhan Coşar and Müjdat Çetin</p><p>Real-Time Tracking for Moving Target in WSN with Uncovered Holes<br>Huan Li, Zhefeng Sun, and Kejie Lu</p><p>Sequential Anomaly Detection Using Wireless Sensor Networks in Unknown Environment<br>Yuanyuan Li, Michael Thomason, and Lynne E. Parker</p><p>Part II: Distributed Sensing – Applications</p><p>A Full-Scale Hardware Solution for Crowd Evacuation via Multiple Cameras<br>Dimitrios Portokalidis, Ioakeim G. Georgoudas, Antonios Gasteratos, and Georgios Ch. Sirakoulis</p><p>Visual Sensor Networks – Adaptive Online Configuration of Surveillance Networks with Distributed Smart Cameras<br>Chengnian Long and Jing Wu</p><p>Human Detection and Tracking in Healthcare Applications Through the Use of a Network of Sensors<br>Arnoldo Díaz-Ramírez, Francisco A. Bonino, and Pedro Mejía-Alvarez</p><p>Automatic Players Detection and Tracking in Multi-Camera Tennis Videos<br>Rafael Martín and José M. Martínez</p><p>Data Fusion with a Dense Sensor Network for Anomaly Detection in Smart Homes<br>Kevin Bing-Yung Wong, Tongda Zhang, and Hamid Aghajan</p><p>People Counting Across Non-Overlapping Camera Views by Flow Estimation among Foreground Regions<br>Naoko Nitta, Ryota Akai, and Noboru Babaguchi</p><p>2D Human Pose Estimation and Tracking in Non-Overlapping Cameras<br>Murtaza Taj, Ali Hassan, and Abdul Rafay Khalid</p><p>Exploiting Crowd Synthesis for Multi-Camera Human Tracking<br>Zhixing Jin and Bir Bhanu</p><p>Part III: Multi-Robot Systems</p><p>Distributed Probabilistic Search and Tracking of Agile Mobile Ground Targets Using a Network of Unmanned Aerial Vehicles<br>Liang Sun, Stanley Baek, and Daniel Pack</p><p>A Heterogeneous Robotic Network for Distributed Ambient Assisted Living<br>Antonio Petitti, Donato Di Paola, Annalisa Milella, Pier Luigi Mazzeo, Paolo Spagnolo, Grazia Cicirelli, and Giovanni Attolico</p><p>Cooperative Multi-Robot Patrol in an Indoor Infrastructure<br>David Portugal and Rui P. Rocha</p><p>Distributed Thermal Identification and Exploitation for Multiple Soaring UAVs<br>José Antonio Cobano, David Alejo, Santiago Vera, Guillermo Heredia, Salah Sukkarieh, and Aníbal Ollero</p><p>Distributed Coordination of Networked Robots for Perimeter Surveillance Tasks<br>José J. Acevedo, Begoña C. Arrue, Iván Maza, and Anibal Ollero</p><p>Social-Aware Coordination of Multi-Robot Systems Based on Institutions<br>José N. Pereira, Porfírio Silva, Pedro U. Lima, and Alcherio Martinoli</p><p>Design of Safety Map with Collectives of Smartphone Sensors<br>Dang Viet Chau, Masao KUBO, Hiroshi Sato, and Akira Namatame</p>

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        Human Behavior Understanding in Networked Sensing