This lecture is part of MedPhys 4D03 lecture series for the Fall 2020 semester. In this lecture the most widely used image compression, JPEG is presented and a description of the noise in digital images, tools used to mathematically characterize noise, and examples of different image filtering, such as gaussian filter, median filter, low-pass filter, high-pass filter, un-sharp filter etc. are explored.