Research
My
research interests lie in Medical Image Analysis
, Computer Vision,
Machine Learning, Computer Graphics, , and Applied Mathematics. Within MedIA , I
work on 3D and 2D image analysis e.g., image segmentation,
registration, motion segmentation and more recently information
theoretic learning applied to content-based image retrieval. My group is
primarily focussed on Diffusion
Wieghted (DW) MRI analysis for trauma identification, hippocampal
shape analysis for epilepsy classification, Diffusion Weighted Image
analysis of epileptic rats etc. In Machine Learning, we are focussed on
developing a new concept class, called Conic Classifiers which subsume linear
classifiers and are well suited for applications where the data dimensions are
much larger than the number of given data samples.
To get
the details of my research group and publications, check out the
page on the
