Nikhil Singh

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 2

Top Topics

Shape Variations

Diffeomorphic Image Registration

Atlas Construction

Top Venues

Medical Image Anal.

Publications

Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
Hierarchical Geodesic Models in Diffeomorphisms. Int. J. Comput. Vis. 117 (1) (2016)
Yi Hong, Roland Kwitt, Nikhil Singh, Nuno Vasconcelos, Marc Niethammer
Parametric Regression on the Grassmannian. IEEE Trans. Pattern Anal. Mach. Intell. 38 (11) (2016)
Yi Hong, Nikhil Singh, Roland Kwitt, Nuno Vasconcelos, Marc Niethammer
Parametric Regression on the Grassmannian. CoRR (2015)
Nikhil Singh, François-Xavier Vialard, Marc Niethammer
Splines for diffeomorphisms. Medical Image Anal. 25 (1) (2015)
Yi Hong, Nikhil Singh, Roland Kwitt, Marc Niethammer
Group Testing for Longitudinal Data. IPMI (2015)
Tian Cao, Nikhil Singh, Vladimir Jojic, Marc Niethammer
Semi-coupled dictionary learning for deformation prediction. ISBI (2015)
Yi Hong, Brad Davis, J. S. Marron, Roland Kwitt, Nikhil Singh, Julia S. Kimbell, Elizabeth Pitkin, Richard Superfine, Stephanie Davis, Carlton J. Zdanski, Marc Niethammer
Statistical atlas construction via weighted functional boxplots. Medical Image Anal. 18 (4) (2014)
Yi Hong, Roland Kwitt, Nikhil Singh, Brad Davis, Nuno Vasconcelos, Marc Niethammer
Geodesic Regression on the Grassmannian. ECCV (2) (2014)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms. ISBI (2014)
Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer
Topological Descriptors of Histology Images. MLMI (2014)
Nikhil Singh, Marc Niethammer
Splines for Diffeomorphic Image Regression. MICCAI (2) (2014)
Yi Hong, Nikhil Singh, Roland Kwitt, Marc Niethammer
Time-Warped Geodesic Regression. MICCAI (2) (2014)
Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi
Quantifying anatomical shape variations in neurological disorders. Medical Image Anal. 18 (3) (2014)
Miaomiao Zhang, Nikhil Singh, P. Thomas Fletcher
Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration. IPMI (2013)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis. IPMI (2013)
Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher
A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction. ISBI (2013)
Nikhil Singh, Angela Y. Wang, Preethi Sankaranarayanan, P. Thomas Fletcher, Sarang C. Joshi
Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD. MICCAI (1) (2012)
Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Linh K. Ha, Richard D. King, James Stephen Marron, Michael Wiener, Sarang C. Joshi
Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures. MICCAI (3) (2010)