Quantifying Color Classification Precision: Assessing Hue, Saturation, Lightness, And Beyond
Color classification quality measures the accuracy of assigning colors to predefined categories. It involves assessing hue, saturation, and lightness accuracy, as well as overall accuracy using metrics like pixel accuracy and the Kappa coefficient. A confusion matrix is used to evaluate classification performance. Accurate color classification is vital in fields such as image processing, remote…