Distributed Video Sensor Networks
Editors: Bhanu, B., Ravishankar, C.V., Roy-Chowdhury, A.K., Aghajan, H., Terzopoulos, D. (Eds.)
Free Preview- Offers an in-depth survey of the state of the art in distributed camera networks
- Collects together the work of leading researchers from a broad range of disciplines
- Provides real-world applications of distributed video networks
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- About this book
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Large-scale video networks are of increasing importance in a wide range of applications. However, the development of automated techniques for aggregating and interpreting information from multiple video streams in real-life scenarios is a challenging area of research.
Collecting the work of leading researchers from a broad range of disciplines, this timely text/reference offers an in-depth survey of the state of the art in distributed camera networks. The book addresses a broad spectrum of critical issues in this highly interdisciplinary field: current challenges and future directions; video processing and video understanding; simulation, graphics, cognition and video networks; wireless video sensor networks, communications and control; embedded cameras and real-time video analysis; applications of distributed video networks; and educational opportunities and curriculum-development.
Topics and features:
- Presents an overview of research in areas of motion analysis, invariants, multiple cameras for detection, object tracking and recognition, and activities in video networks
- Provides real-world applications of distributed video networks, including force protection, wide area activities, port security, and recognition in night-time environments
- Describes the challenges in graphics and simulation, covering virtual vision, network security, human activities, cognitive architecture, and displays
- Examines issues of multimedia networks, registration, control of cameras (in simulations and real networks), localization and bounds on tracking
- Discusses system aspects of video networks, with chapters on providing testbed environments, data collection on activities, new integrated sensors for airborne sensors, face recognition, and building sentient spaces
- Investigates educational opportunities and curriculum development from the perspective of computer science and electrical engineering
This unique text will be of great interest to researchers and graduate students of computer vision and pattern recognition, computer graphics and simulation, image processing and embedded systems, and communications, networks and controls. The large number of example applications will also appeal to application engineers.
Dr. Bir Bhanu is Distinguished Professor of Electrical Engineering, and Director of the Center for Research in Intelligent Systems, at the University of California, Riverside (UCR), USA. Dr. Chinya V. Ravishankar is a Professor in the Department of Computer Science and Engineering, and Dr. Amit K. Roy-Chowdhury is an Associate Professor in the Department of Electrical Engineering, also both at UCR. Dr. Hamid Aghajan is a Professor of Electrical Engineering (Consulting) at Stanford University, USA. Dr. Demetri Terzopoulos is Chancellor's Professor of Computer Science at the University of California, Los Angeles, USA.
- Table of contents (31 chapters)
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Report on NSF/ARO/ONR Workshop on Distributed Camera Networks: Research Challenges and Future Directions
Pages 3-23
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Motion Analysis: Past, Present and Future
Pages 27-39
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Projective Joint Invariants for Matching Curves in Camera Networks
Pages 41-54
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Multiple-View Object Recognition in Smart Camera Networks
Pages 55-68
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A Comparison of Techniques for Camera Selection and Hand-Off in a Video Network
Pages 69-83
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Table of contents (31 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Distributed Video Sensor Networks
- Editors
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- Bir Bhanu
- Chinya V. Ravishankar
- Amit K. Roy-Chowdhury
- Hamid Aghajan
- Demetri Terzopoulos
- Copyright
- 2011
- Publisher
- Springer-Verlag London
- Copyright Holder
- Springer-Verlag London Limited
- eBook ISBN
- 978-0-85729-127-1
- DOI
- 10.1007/978-0-85729-127-1
- Hardcover ISBN
- 978-0-85729-126-4
- Softcover ISBN
- 978-1-4471-5727-4
- Edition Number
- 1
- Number of Pages
- XVII, 485
- Topics
