1. A method for estimating a material composition of an imaged object using an imaging system, the imaging system including a radiation source and a digital detector, said method comprising: scanning a plurality of calibration phantoms with varying material composition to acquire a plurality of reference calibration images; estimating an attenuation coefficient thickness product for each pixel in the reference calibration images; and estimating a material composition of a region of interest using the estimated pixelwise coefficient thickness product.