Suyash P. Awate
Research, Publications
C.V.
Personal
Denoising
Patch-based denoising, iterative non-local means : restoration of images where degradation is unknown
( proposed simultaneously with
non-local means
at
CVPR 2005
)
Feature-preserving patch-based MRI denoising : denoising images where noise model is known
Segmentation
Brain tissue segmentation via MRI
Role of DTI in brain tissue segmentation
DTI segmentation, fiber bundle segmentation, cingulum segmentation
Neonatal brain tissue segmentation via supervised learning
Texture segmentation
Multiatlas segmentation - error analysis
Joint spatiotemporal segmentation and registration
Functional MRI connectivity via group segmentation
Shape Analysis
Cerebral cortical folding analysis
Reconstruction
Reconstruction of multi-dimensional MRI from undersampled k-space acquisitions
Registration
Point-set registration (lung CT)