Human behavior understanding in networked sensing [electronic resource] : theory and applications of networks of sensors / Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante, editors.
Spagnolo, Paolo, editor.; Mazzeo, Pier Luigi, editor.; Distante, Cosimo, editor.
2014
TK7872.D48 H86 2014eb
Available Online

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Title Human behavior understanding in networked sensing [electronic resource] : theory and applications of networks of sensors / Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante, editors.
ISBN 9783319108070 electronic book
3319108077 electronic book
9783319108063
3319108069
DOI https://doi.org/10.1007/978-3-319-10807-0
Published Cham : Springer, 2014.
Language English
Description 1 online resource : color illustrations
Other Standard Identifiers 10.1007/978-3-319-10807-0 doi
Call Number TK7872.D48 H86 2014eb
Dewey Decimal Classification 004.6
Summary This unique text/reference 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 such topics as systems design tools and techniques, in-network signals, and information processing. Additionally, the book examines a varied range of application scenarios, covering surveillance, indexing and retrieval, patient care, industrial safety, social and ambient intelligence, and sports analysis. Topics and 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 This authoritative collection offers practical insights of great benefit to graduate students, researchers, and practitioners from such diverse communities as computer vision, networked embedded sensing, and artificial intelligence. Dr. Paolo Spagnolo, Dr. Pier Luigi Mazzeo and Dr. Cosimo Distante are Researchers at the Italian National Research Council, Lecce, Italy.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed December 9, 2014).
Added Author Spagnolo, Paolo, editor.
Mazzeo, Pier Luigi, editor.
Distante, Cosimo, editor.
Available in Other Form Print version: 9783319108063
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All Resources
Part I: Distributed Sensing Architectures
Towards Cognitive and Perceptive Video Systems
Access-Centric In-Network Storage Optimization in Distributed Sensing Networks
Decentralized Human Tracking in Visual Sensor Networks
Real-Time Tracking for Moving Target in WSN with Uncovered Holes
Sequential Anomaly Detection Using Wireless Sensor Networks in Unknown Environment
Part II: Distributed Sensing Applications
A Full-Scale Hardware Solution for Crowd Evacuation via Multiple Cameras
Visual Sensor Networks Adaptive Online Configuration of Surveillance Networks with Distributed Smart Cameras
Human Detection and Tracking in Healthcare Applications Through the Use of a Network of Sensors
Automatic Players Detection and Tracking in Multi-Camera Tennis Videos
Data Fusion with a Dense Sensor Network for Anomaly Detection in Smart Homes
People Counting Across Non-Overlapping Camera Views by Flow Estimation among Foreground Regions
2D Human Pose Estimation and Tracking in Non-Overlapping Cameras
Exploiting Crowd Synthesis for Multi-Camera Human Tracking
Part III: Multi-Robot Systems
Distributed Probabilistic Search and Tracking of Agile Mobile Ground Targets Using a Network of Unmanned Aerial Vehicles
A Heterogeneous Robotic Network for Distributed Ambient Assisted Living
Cooperative Multi-Robot Patrol in an Indoor Infrastructure
Distributed Thermal Identification and Exploitation for Multiple Soaring UAVs
Distributed Coordination of Networked Robots for Perimeter Surveillance Tasks
Social-Aware Coordination of Multi-Robot Systems Based on Institutions
Design of Safety Map with Collectives of Smartphone Sensors.

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