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Emerging Trends in Image Processing, Computer Vision and Pattern Recognition by Hamid R Arabnia, Leonidas Deligiannidis

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Chapter 8

Security surveillance applications utilizing parallel video-processing techniques in the spatial domain

Leonidas Deligiannidis1; Hamid R. Arabnia2    1 Wentworth Institute of Technology, Department of Computer Science, Boston, MA, USA2 University of Georgia, Computer Science, Athens, GA, USA

Abstract

We present several solutions to security surveillance and their applications while utilizing parallel processing of video streams for improved performance. The algorithms presented in this article are explained in detail and their implementations are provided for educational purposes. These algorithms with their implementations are being taught in our Parallel Processing course utilizing NVidia’s CUDA language and framework. We chose ...

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