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An Adaptive Background Subtraction Method Based on Kernel Density Estimation

In this paper, a pixel-based background modeling method, which uses nonparametric kernel density estimation, is proposed. To reduce the burden of image storage, we modify the original KDE method by using the first frame to initialize it and update it subsequently at every frame by controlling the le...

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Detalhes bibliográficos
Main Authors: Lee, Jeisung, Park, Mignon
Formato: Artigo
Idioma:Inglês
Publicado em: Molecular Diversity Preservation International (MDPI) 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3478839/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s120912279
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