Rotation-invariant texture features from the steered Hermite transform

► We use the steered Hermite transform to obtain rotation-invariant texture features. ► A feature selection strategy determines the filters with better classification power. ► Feature selection and dimension reduction was based on the augmented variance ratio. ► We evaluate classification accuracy for some kinds of texture features. ► The first successive orders of the Hermite transform increase classification power.