When deblurring an image, ensuring that the restored intensities are strictly non-negative is crucial. However, current numerical techniques often fail to consistently produce favorable results, leading negative contribute significant dark regions in images. To address this, our study proposes a mathematical model for non-blind image based on total fractional-order variational principles. Our p...