Kanti V. Mardia

Orcid: 0000-0003-0090-6235

According to our database1, Kanti V. Mardia authored at least 26 papers between 1988 and 2024.

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Bibliography

2024
Fisher's pioneering work on discriminant analysis and its impact on Artificial Intelligence.
J. Multivar. Anal., 2024

2022
Principal component analysis and clustering on manifolds.
J. Multivar. Anal., 2022

2021
Time-efficient Bayesian Inference for a (Skewed) Von Mises Distribution on the Torus in a Deep Probabilistic Programming Language.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021

2019
Langevin diffusions on the torus: estimation and applications.
Stat. Comput., 2019

2018
A New Estimation Methodology for Standard Directional Distributions.
Proceedings of the 21st International Conference on Information Fusion, 2018

2016
Alan Turing and Enigmatic Statistics.
Proceedings of the Once and Future Turing: Computing the World, 2016

2009
A Probabilistic Model of RNA Conformational Space.
PLoS Comput. Biol., 2009

MLMATERN: A computer program for maximum likelihood inference with the spatial Matérn covariance model.
Comput. Geosci., 2009

2008
Simulating Virtual Protein C<sub>alpha</sub> Traces with Applications.
J. Comput. Biol., 2008

2007
Bayesian refinement of protein functional site matching.
BMC Bioinform., 2007

The Poisson Index: a new probabilistic model for protein-ligand binding site similarity.
Bioinform., 2007

2006
Intrinsic Random Fields and Image Deformations.
J. Math. Imaging Vis., 2006

Synthesis of image deformation strategies.
Image Vis. Comput., 2006

A flexible true plurigaussian code for spatial facies simulations.
Comput. Geosci., 2006

2002
Matching of palmprints.
Pattern Recognit. Lett., 2002

1997
Statistical methods for automatic interpretation of digitally scanned finger prints.
Pattern Recognit. Lett., 1997

Deformable Template Recognition of Multiple Occluded Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Tracking of Tagged MR Images by Bayesian Analysis of a Network of Quads.
Proceedings of the Information Processing in Medical Imaging, 1997

Estimation of Objects in Highly Variable Images Using Markov Chain Monte Carlo.
Proceedings of the British Machine Vision Conference 1997, 1997

1996
Bayesian fused classification of medical images.
IEEE Trans. Medical Imaging, 1996

Ridge Curves and Shape Analysis.
Proceedings of the British Machine Vision Conference 1996, 1996

1995
Shape Statistics and Image Analysis.
Proceedings of the Recent Developments in Computer Vision, 1995

1993
Techniques for online gesture recognition on workstations.
Image Vis. Comput., 1993

1992
Deformable templates in image sequences.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1988
A Spatial Thresholding Method for Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

Spatial Classification Using Fuzzy Membership Models.
IEEE Trans. Pattern Anal. Mach. Intell., 1988


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