Abstract: This is a review paper .Review is carried out in two directions. Firstly, a survey is done to know to know the work done on TEM images and secondly to know how and where the basic filters which led to the evolution of number of other filters are being used in number of applications over the years and the effect of these denoising filters on normal images over the years.