FPGA Implementation of Gaussian Mixture Model Algorithm for 47 fps Segmentation of 1080p Video

Circuits and systems able to process high quality video in real time are fundamental in nowadays imaging systems. The circuit proposed in the paper, aimed at the robust identification of the background in video streams, implements the improved formulation of the Gaussian Mixture Model (GMM) algorith...

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Bibliographic Details
Main Authors: Mariangela Genovese, Ettore Napoli, Davide De Caro, Nicola Petra, Antonio G. M. Strollo
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2013/129589