My research area is the application of Pattern recognition, Machine Learning and Deep Learning in Biometrics and Machine Vision applications. Currently, I have two main projects, which are : Finger based biometric system and machine vision for defect detection.

Finger based biometric system

Research Grants :-

  1. USM Short Term Grant : “Personal verification based on finger vein patterns“, 1/9/2009 – 29/2/2012
  2. USM Research University Grant : “Finger vein recognition based on image matching“, 1/1/2011 – 31/12/2013
  3. Prototype Research Grant Scheme : “Prototype development of finger vein based biometric for identity recognition system“, 1/8/2014 – 31/07/2016

Developed finger vein recognition system