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A GPU-Based Algorithm-Specific Optimization for High-Performance Background Subtraction

Published • Sep 1, 2014
Authors:
Chulian Zhang
,
Hamed Tabkhi
,
Gunar Schirner

Abstract

Background subtraction is an essential first stage in many vision applications differentiating foreground pixels from the background scene, with Mixture of Gaussians (MoG) being a widely used implementation choice. MoG's high computation demand renders a real-time single threaded realization infeasi...

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