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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.

Electronic surveillance. --- Video surveillance. --- Electronics in surveillance --- SIGINT (Electronic surveillance) --- Signals intelligence --- Surveillance, Electronic --- Electronic digital computers -- Circuits. --- Integrated circuits -- Very large scale integration. --- Video surveillance --- Systems engineering. --- Electronics. --- Circuits and Systems. --- Electronics and Microelectronics, Instrumentation. --- Electrical engineering --- Physical sciences --- Engineering systems --- System engineering --- Engineering --- Industrial engineering --- System analysis --- Design and construction --- Remote sensing --- Electronic surveillance --- Video recording --- Electronic circuits. --- Microelectronics. --- Electron-tube circuits --- Electric circuits --- Electron tubes --- Electronics --- Microminiature electronic equipment --- Microminiaturization (Electronics) --- Microtechnology --- Semiconductors --- Miniature electronic equipment --- Image processing --- Sensor networks. --- Image analysis. --- Electrical engineering. --- Digital techniques.