With superior mathematical characteristics

PDE and variational image de-noising methods achieve better results than traditional methods. Many models deal with de-noising problems only. A new variational model incorporating point spread function information was constructed to deal with de-noising and de-blurring problems concurrently. Kacˇanov linearization technique was used to solve the new model. Experiments and related data proved the effectiveness of the model.