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Video Surveillance for Sensor Platforms
Algorithms and Architectures
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Gewicht:
500 g
Format:
241x160x17 mm
Beschreibung:
This book introduces resource aware image decomposition, registration, fusion, object detection and tracking algorithms, and reviews with their applications in security, monitoring and integration in 3rd Generation Surveillance Systems.
Describes a new type of image processing algorithms that are suited for low power and low memory platforms such as wireless sensor networks or mobile devices
Introduction.- Visual Sensor Nodes.- Image Registration.- Image Fusion.- Object Detection.- Object Tracking.- Hysteresis Thresholding.- Hardware Architecture Assist for Critical Components.- Conclusion.
This book introduces resource aware image decomposition, registration, fusion, object detection and tracking algorithms along with their applications in security, monitoring and integration in 3rd Generation Surveillance Systems. All algorithms are evaluated through experimental and simulation results and a parallel and pipelined efficient architecture for implementing the algorithms is described.