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An excellent background model can obtain a good foreground detection results.
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uniform distribution as the background model, we can obtain the DNA Gray code with a fixed length of θ/2, because I(S =2| S| in this case.
A study of some well-known background models can be found in [8 10] and references therein.
Then, the computation and storage loads on background modelling can be significantly reduced.
We adopt the adaptive Gaussian background model to obtain the foreground target and update the background model synchronously.
When the object starts to move again, it will be formulated as a foreground as shown in the last row of Fig. 5. Benefiting from the power of sparse representation, the simple update rule in Eq. (13) can obtain a proper background model for foreground detection.
In some papers, background model is obtained with averaging several consecutive frames and Gaussian distribution for background points is considered.
Second, after feeding the background model parameters obtained from the first step to the inference model in the second step, the algorithm stopped execution after a few iterations.
The SOBS approach can obtain the modeled background frame of a bootstrapping video sequence with suitable parameter values [27].
Because ROI and background regions are mutual exclusive, we can obtain (19).
The well conditioning is performed through a background model obtained by well log interpolation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com