Tonsillitis is a disease that can be found in every part of the world. Moreover, it is one of the main causes intervening for heart attack and pneumonia. It has been reported that there are a large number of people having died because of heart attack and pneumonia. To improve data transfer rates, this paper proposes Gabor filter design with efficient noise reduction and less power consumption usage is proposed in this paper. Using textural properties of anatomical structures the filter design is suitable for detecting the early stages of disease. The code for Gabor filter will be developed in MATLAB.