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GPGPU implementation of an improved nonparametric background modeling for moving object detection strategies

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4 Author(s)
Cuevas, C. ; Grupo de Tratamiento de Imagenes, Univ. Politec. de Madrid, Madrid, Spain ; Berjon, D. ; Moran, F. ; Garcia, N.

A GPGPU-based real-time nonparametric modeling strategy for moving object detection is proposed. By dynamically estimating bandwidth matrices and by using a selective update mechanism, previous approaches are outperformed in quality while preserving their computational requirements.

Published in:

Consumer Electronics (ICCE), 2013 IEEE International Conference on

Date of Conference:

11-14 Jan. 2013