In this paper, the analysis methods used for developing imaging systems estimating spectral reflectance are considered. The chosen system incorporates an estimation technique for spectral reflectance. Several traditional and machine learning estimation techniques are compared for this purpose. The accuracy of spectral estimation with this system and each estimation technique is evaluated and the system's performance is presented.