We present a background suppression method based on multiscale random projection.
Nonsubsampled pyramid is applied to separates the background and targets.
The proposed method can not only efficiently reduce the spatial redundancy but also preserve target information.
Both background suppression and target enhancement can be achieved by computing Mahalanobis distance in the proposed method.