Video Surveillance for Sensor Platforms: Algorithms and Architectures

ISBN-13: 9781493952656 / Angielski / Miękka / 2016 / 202 str.

Mayssaa Al Najjar; Milad Ghantous; Magdy Bayoumi

Opis

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.

Spis treści

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

Blurb

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.

• 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;
• Uses simulation and experimental results to evaluate algorithms presented;
• Includes hardware architecture for critical components in the algorithms described.