Fig. 1From: Class-specific kernel linear regression classification for face recognition under low-resolution and illumination variation conditionsIllustration of a mapping from R 2 to R 3 . The left figure shows it is difficult to fit the data by a regression line because of nonlinear data distribution, whereas the right figure shows it can fit the data by a regression plane because of linear data distribution in the higher dimensional spaceBack to article page