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Video Surveillance for Sensor Platforms [electronic resource] : Algorithms and Architectures / by Mayssaa Al Najjar, Milad Ghantous, Magdy Bayoumi.

By: Al Najjar, Mayssaa [author.].
Contributor(s): Ghantous, Milad [author.] | Bayoumi, Magdy [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Electrical Engineering: 114Publisher: New York, NY : Springer New York : Imprint: Springer, 2014Description: XV, 202 p. 89 illus., 47 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781461418573.Subject(s): Engineering | Electronics | Microelectronics | Electronic circuits | Engineering | Circuits and Systems | Electronics and Microelectronics, InstrumentationAdditional physical formats: Printed edition:: No titleDDC classification: 621.3815 Online resources: Click here to access online
Contents:
Introduction -- Visual Sensor Nodes -- Image Registration -- Image Fusion -- Object Detection -- Object Tracking -- Hysteresis Thresholding -- Hardware Architecture Assist for Critical Components -- Conclusion.
In: Springer eBooksSummary: 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.
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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. • 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.

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