“…One important consideration for quantitative CARS spectroscopy is to overcome spectral distortion caused by nonresonant background. Excellent research has shown the ability to acquire useful Raman information by effectively subtracting nonresonant CARS signal using various methods such as heterodyne detection, , maximum entropy method, − and a modified Kramers–Krönig transformation. ,, Another important direction of quantitative CARS microscopy is to sort spectral information into groups to derive chemical composition maps for complicated systems using methods such as principle component analysis, hierarchical cluster analysis, classical least-squares analysis, and singular value decomposition analysis . Additionally, since one of the most important advantages of vibrational spectroscopic techniques is the ability to elucidate complicated molecular structures based on quantitative spectral analysis, CARS has been used to study molecular orientations in a specimen.…”