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.
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.
Introduction.- Visual Sensor Nodes.- Image Registration.- Image Fusion.- Object Detection.- Object Tracking.- Hysteresis Thresholding.- Hardware Architecture Assist for Critical Components.- Conclusion.