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AVSS
2006
IEEE

Dynamic Control of Adaptive Mixture-of-Gaussians Background Model

9 years 5 months ago
Dynamic Control of Adaptive Mixture-of-Gaussians Background Model
We propose a method for create a background model in non-stationary scenes. Each pixel has a dynamic Gaussian mixture model. Our approach can automatically change the number of Gaussians in each pixel. The number of Gaussians increases when pixel values often change because of Illumination change, object moving and so on. On the other hand, when pixel values are constant in a while, some Gaussians are eliminated or integrated. This process helps reduce computational time. We conducted experiments to investigate the effectiveness of our approach.
Atsushi Shimada, Daisaku Arita, Rin-ichiro Taniguc
Added 10 Jun 2010
Updated 10 Jun 2010
Type Conference
Year 2006
Where AVSS
Authors Atsushi Shimada, Daisaku Arita, Rin-ichiro Taniguchi
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