In this paper. a hybrid image denoising algorithm based on directional diffusion is proposed. Specifically. we developed a new noise-removal model by combining the modified isotropic diffusion model and the modified Perona-Malik (PM) model. https://jeepworldes.shop/product-category/christmas-stockings/