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Background model technique with disparity map

If I have generated a disparity map or depth map using StereoBM then what is the best way to look for change detection in the scene? I've tried using MOG2 and other background models but in general there are just too many fluctuations (speckle noise) in the disparity map to make this viable. Is there a better way in opencv to look for change detection from stereo data?