Multi-camera networks : principles and applications / Hamid Aghajan, Andrea Cavallaro, [editors].

[Place of publication not identified] : Academic Press, 2009.

1 online resource (624 pages)

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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 applicationsPresents 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 This book is the definitive reference in multi-camera.

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English

October 03, 2023

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.