Current Research
Eigen Scale Space (ESS) Manifold for Face Recognition on Blurred Images.
This work focused on face recognition on degraded images obtained from an outdoor surveillance camera.
The main challenge involved was to learn the level of degradation using Machine Learning Techniques and develop a recognition system which can compensate for the presence of degradation.
A novel framework is proposed, which combine Eigen Scale Space -ESS (this terminology is an outcome of the proposed solution) and Kernel Direct Discriminant Analysis (KDDA) in a fruitful way which leads to significant improvement in the recognition performance.