@article {10.3844/jcssp.2017.247.256, article_type = {journal}, title = {High Density Salt and Pepper Noise Filter based on Shepard Interpolation Method}, author = {Cumpim, Chaipichit and Punchalard, Rachu}, volume = {13}, number = {7}, year = {2017}, month = {Jul}, pages = {247-256}, doi = {10.3844/jcssp.2017.247.256}, url = {https://thescipub.com/abstract/jcssp.2017.247.256}, abstract = {This paper has proposed the technique in order to remove salt-and-pepper noise from the corrupted image. The proposed scheme consists of two steps. The first, the adaptive median filter is applied to noisy image for detecting noisy and noise-free pixels. Finally, the output image of previous step will be divided into many non-overlapping windows of which the noise-free pixel values are used to compute the new pixel value by the Shepard method. The experiment results of our approach had shown the better performance than the existing method.}, journal = {Journal of Computer Science}, publisher = {Science Publications} }