Segmentation and protein localization in cell cultured assays:
Goal of this research is to automatically characterize punctate protein events within sub cellular structure. Conference publication: ISVC 2005, Journal publication: Journal of Microscopy 2007

Face recognition experiments with eye glass removal:
We demonstrate an increase in confidence with face recognition after removing eye glasses from an image. Image inpainting is used to remove eye glasses. Face recognition is done computing mahalanobis distance.
Eyeglass removal using Genetic algorithms:


Optimal set of eigen features is selected in a lower dimensional feature space (pca) using genetic algorithm by minimizing least squared error in the eye region of image with and without eyeglasses. Any new image with eyeglasses can be projected into the eigen features determined by GA to get image without glasses

Segmentation and tracking using chan-vese algorithm:
This projects implements a paper which tracks moving objects using chan-vese algorithm. The segmentation problem is formulated as an energy minimization problem and is solved by using level set approach. Tracking is performed by segmenting in successive frames