Abstract: In many fields the usage of the images for the application purpose is becoming very popular nowadays. The main problem is that the removal of the noise from the original image. The process of adding and removing a noise to an original image and removing the noise by means of denoising algorithm is said to be as the image denoising. Many a type of satellite image denoising methods have implemented before and some of their methods are reviewed in this study. Also, some of the different types of noises used for noises are also discussed in the study. The performance of each algorithm is analyzed by calculating the PSNR values.