Computer Science & Engineering
Indian Institute of Technology Indore
Dr. Somnath Dey
Welcome to my home page. I am glad you have found your way to this site and appreciate your taking the time to visit. Currently, I am working as a Associate Professor in the Department of Computer Science and Engineering at Indian Institute of Technology Indore. I am also serving as Head of the Department of Computer Science and Engineering.
R. P. Sharma and S. Dey, "Two-stage Quality Adaptive Fingerprint Image enhancement using Fuzzy C-means Clustering Based Fingerprint Quality Analysis", Image and Vision Computing, Elsevier, vol. 83–84, pp. 1-16, 2019. (SCI, IF-2.747)
R. P. Sharma and S. Dey, "Fingerprint Image Quality Assessment and Scoring Using Minutiae Centered Local Patches", Journal of Electronic Imaging, SPIE, vol. 28, no. 1, pp. 013016-1- 013016-14, 2019. (SCI IF: 0.924)
QIP (AICTE) SPONSORED
Machine Learning Techniques for Biometric Security
June 20-25, 2022
Biometric recognition system refers to automatic recognition of individuals based on their unique physical or behavioural traits. The recent advancement in technologies has made biometric systems more affordable and as a result they are deployed in a variety of smart consumer devices such as mobile phones and tablets. However, it suffers from security and privacy invasion challenges. The compromise of a biometric data may cause permanent loss of identity of a user since biometric data is irreplaceable and irrevocable. My research group is working to address these issues. They are looking for a sufficiently robust cancelable biometric system with provision of substantial template protection mechanism needs to be designed which must meet four design criteria (irreversibility, revocability, diversity and accuracy) for a practical biometric system.