Ph.D.- Information and Communication Engineering (2013).
PSG College of Technology, Coimbatore, Anna University, Chennai.
Title: Adaptive Non-Linear Filtering with Improved Performance for the Removal of High Density Impulse Noise in Images.
M.E. - Applied Electronics (2006).
PSG College of Technology, Coimbatore, Anna University, Chennai.
B.E. - Electronics and Communication Engineering (2004).
RVS College of Engineering and Technology, Dindigul, Madurai Kamaraj University, Madurai.