| Description |
1 online resource (xxvii, 593 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Summary |
This book is the definitive reference in multi-camera networks. It gives clear guidance on the conceptual and implementation issues involved in the design and operation of multi-camera networks, as well as presenting the state-of-the-art in hardware, algorithms and system development. The book is broad in scope, covering smart camera architectures, embedded processing, sensor fusion and middleware, calibration and topology, network-based detection and tracking, and applications in distributed and collaborative methods in camera networks. This book will be an ideal reference for university researchers, R & D engineers, computer engineers, and graduate students working in signal and video processing, computer vision, and sensor networks. . The first book, by the leading experts, on this rapidly developing field with applications to security, smart homes, multimedia, and environmental monitoring . Comprehensive coverage of: fundamentals, algorithms, design methodologies, system implementation issues, architectures, and applications . Presents in detail the latest developments in: multi-camera calibration, active and heterogeneous camera networks, multi-camera object and event detection, tracking, coding, smart camera architecture and middleware. |
| Contents |
Preface; Introduction; Multiview Geometry for Camera Networks; Multiview Calibration Synchronization and Dynamic Scene Reconstruction; Actuation-assisted Localization of Distributed Camera Sensor Networks; Building an Algebraic Topological Model of Wireless Camera Networks; Optimal Placement of Multiple Visual Sensors; Optimal Visual Sensor Network Configuration; Collaborative Control of Active Cameras in Large-Scale Surveillance; Pan-Tilt-Zoom Camera Networks; Multi-modal Data Fusion Techniques and Applications; Spherical Imaging in Omni-directional Camera Networks; Video Compression for Camera Networks: a Distributed Approach; Distributed Compression in Multi-Camera Systems; On-line Learning a Person Detector by Co-Training from Multiple Cameras; Real-time 3D Body Pose Estimation; Multi-Person Bayesian Tracking with Multiple Cameras; Statistical Pattern Recognition for Multi-Camera Detection, Tracking and Trajectory Analysis; Object Association across Multiple Cameras; Video Surveillance using a Multi-Camera Tracking and Fusion System; Composite Event Detection in Multi-Camera and Multi-Sensor Surveillance Networks; Towards Pervasive Smart Camera Networks; Smart Cameras for Wireless Camera Networks: Architecture Overview; Embedded Middleware for Smart Camera Networks and Sensor Fusion; Cluster-Based Object Tracking by Wireless Camera Networks; Epilogue: Outlook. |
| Bibliography |
Includes bibliographical references and index. |
| Note |
Print version record. |
| Language |
English. |
| Subject |
Sensor networks.
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Cameras.
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Computer vision.
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Computer networks.
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Signal processing -- Digital techniques.
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Electronic surveillance.
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Video recording.
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Computer Communication Networks |
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Video Recording |
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Réseaux de capteurs.
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Appareils photographiques.
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Vision par ordinateur.
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Réseaux d'ordinateurs.
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Traitement du signal -- Techniques numériques.
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Surveillance électronique.
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Vidéo.
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cameras (photographic equipment)
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video recording (process)
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TECHNOLOGY & ENGINEERING -- Electrical.
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Cameras
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Computer networks
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Computer vision
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Electronic surveillance
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Sensor networks
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Signal processing -- Digital techniques
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Video recording
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| Genre/Form |
video recordings (physical artifacts)
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Video recordings
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Video recordings.
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Vidéos.
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| Added Author |
Aghajan, Hamid K.
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Cavallaro, Andrea.
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| Other Form: |
Print version: Multi-camera networks. Amsterdam ; Boston : Elsevier, AP, ©2009 9780123746337 0123746337 (OCoLC)319208973 |
| ISBN |
9780123746337 |
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0123746337 |
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9780080878003 (electronic bk.) |
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0080878008 (electronic bk.) |
| Standard No. |
AU@ 000044595260 |
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AU@ 000045243567 |
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BWX R9784485 |
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CDX 9455613 |
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CHNEW 001009047 |
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DEBBG BV039832863 |
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DEBBG BV042314733 |
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DEBSZ 36775813X |
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DEBSZ 372882331 |
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DEBSZ 430855923 |
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HEBIS 221993169 |
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NZ1 14231591 |
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NZ1 15194812 |
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NZ1 15619195 |
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