Monotonic Regression: A New Way for Correlating Subjective and Objective Ratings in Image Quality Research
To assess the performance of image quality metrics (IQMs), some regressions, such as logistic regression and polynomial regression, are used to correlate objective ratings with subjective scores.
Han, Y., Cai, Y., Cao, Y., Xu, X
Image Processing, IEEE Transactions on (2012)