1. A computerized spatial-temporal regulation method for more accurate spatial-temporal model estimation comprising the steps of: a) Input a spatial temporal sequence containing object confidence mask; b) Perform spatial-temporal weight regulation using the spatial temporal sequence having weight sequence output; c) Perform weighted model estimation using the spatial temporal sequence and the weight sequence having at least one model parameter output.