The hybrid variational model for restoration of texture images corrupted by
blur and Gaussian noise we consider combines total variation regularisation and a fractional-order
regularisation, and is solved by an alternating minimisation direction algorithm.
Numerical experiments demonstrate the advantage of this model over the adaptive
fractional-order variational model in image quality and computational time.
Image deblurring, total variation, fractional-order regularisation.