Video Surveillance for Sensor Platforms - Algorithms and Architectures

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.

List of contents

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

Summary

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.

Product details

• Authors: Mayssa Al Najjar, Mayssaa Al Najjar, Magdy Bayoumi, Mila Ghantous, Milad Ghantous
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2016
• EAN: 9781493952656
• ISBN: 978-1-4939-5265-6
• No. of pages: 202
• Dimensions: 155 mm x 12 mm x 235 mm
• Weight: 341 g
• Illustrations: XV, 202 p. 89 illus., 47 illus. in color.
• Series: Lecture Notes in Electrical Engineering; Lecture Notes in Electrical Engineering
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; B, engineering, Circuits and Systems, Electronics, Microelectronics, Electronics and Microelectronics, Instrumentation, Electronics engineering, Electronic circuits, Electronic Circuits and Systems