Nikhil Singh

According to our database, Nikhil Singh authored at least 18 papers between 2010 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Parametric Regression on the Grassmannian.

Yi Hong, Roland Kwitt, Nikhil Singh, Nuno Vasconcelos, Marc Niethammer

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Hierarchical Geodesic Models in Diffeomorphisms.

Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher

Int. J. Comput. Vis., 2016

2015

Splines for diffeomorphisms.

Nikhil Singh, François-Xavier Vialard, Marc Niethammer

Medical Image Anal., 2015

Semi-coupled dictionary learning for deformation prediction.

Tian Cao, Nikhil Singh, Vladimir Jojic, Marc Niethammer

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Group Testing for Longitudinal Data.

Yi Hong, Nikhil Singh, Roland Kwitt, Marc Niethammer

Proceedings of the Information Processing in Medical Imaging, 2015

2014

Quantifying anatomical shape variations in neurological disorders.

Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi

Medical Image Anal., 2014

Statistical atlas construction via weighted functional boxplots.

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

Medical Image Anal., 2014

Splines for Diffeomorphic Image Regression.

Nikhil Singh, Marc Niethammer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Topological Descriptors of Histology Images.

Nikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Time-Warped Geodesic Regression.

Yi Hong, Nikhil Singh, Roland Kwitt, Marc Niethammer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms.

Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Geodesic Regression on the Grassmannian.

Yi Hong, Roland Kwitt, Nikhil Singh, Brad Davis, Nuno Vasconcelos, Marc Niethammer

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Multivariate Regression of Shapes Via Deformation Momenta: Application to Quantifying Brain Atrophy in Aging and Dementia.

Nikhil Singh

PhD thesis, 2013

A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction.

Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration.

Miaomiao Zhang, Nikhil Singh, P. Thomas Fletcher

Proceedings of the Information Processing in Medical Imaging, 2013

A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis.

Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher

Proceedings of the Information Processing in Medical Imaging, 2013

2012

Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD.

Nikhil Singh, Angela Y. Wang, Preethi Sankaranarayanan, P. Thomas Fletcher, Sarang C. Joshi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2010

Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures.

Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Linh K. Ha, Richard D. King, James Stephen Marron, Michael Wiener, Sarang C. Joshi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010