An effective foreground detection approach using a block-based background Modeling - 2016


The moving objects detection is taken into account as an necessary factor for many video surveillance applications. To assure a best detection a background model ought to be generated. This paper proposes a background modeling approach. To come up with this model, we use both pixel-based mostly and block-based mostly processes to classify background pixels from those belong to the foreground. Once that, to attenuate the noise within the results of the background subtraction the structure-texture decomposition is applied on absolutely the difference image. Simply the structure component that contains the homogeneous elements of the image is used in the segmentation. The binary motion detection mask computation is made using a selected threshold. The experimental results demonstrate that our approach is effective and correct for moving objects detection.

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