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motion detector under noisy video

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Raidum226

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how to improve the quality of motion detector?

Added after 2 minutes:

From many ref.
I get some ideas:
1.use erosion-dilation filter.
2.5-tap median filter.
3.temporal IIR filter

Any one gives me more suggestion?
 

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