Kanti V. Mardia

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 5

Top Topics

Dimensionality Reduction

Principal Component Analysis

Discriminant Analysis

Top Venues

J. Multivar. Anal.

Publications

Kanti V. Mardia
Fisher's pioneering work on discriminant analysis and its impact on Artificial Intelligence. J. Multivar. Anal. 203 (2024)
Kanti V. Mardia, Henrik Wiechers, Benjamin Eltzner, Stephan F. Huckemann
Principal component analysis and clustering on manifolds. J. Multivar. Anal. 188 (2022)
Ola Rønning, Christophe Ley, Kanti V. Mardia, Thomas Hamelryck
Time-efficient Bayesian Inference for a (Skewed) Von Mises Distribution on the Torus in a Deep Probabilistic Programming Language. MFI (2021)
Eduardo García-Portugués, Michael Sørensen, Kanti V. Mardia, Thomas Hamelryck
Langevin diffusions on the torus: estimation and applications. Stat. Comput. 29 (1) (2019)
Kanti V. Mardia
A New Estimation Methodology for Standard Directional Distributions. FUSION (2018)
Eulogio Pardo-Igúzquiza, Kanti V. Mardia, Mario Chica-Olmo
MLMATERN: A computer program for maximum likelihood inference with the spatial Matérn covariance model. Comput. Geosci. 35 (6) (2009)
Jes Frellsen, Ida Moltke, Martin Thiim, Kanti V. Mardia, Jesper Ferkinghoff-Borg, Thomas Hamelryck
A Probabilistic Model of RNA Conformational Space. PLoS Comput. Biol. 5 (6) (2009)
Kanti V. Mardia, Vysaul B. Nyirongo
Traces with Applications. J. Comput. Biol. 15 (9) (2008)
J. R. Davies, R. M. Jackson, Kanti V. Mardia, Charles C. Taylor
The Poisson Index: a new probabilistic model for protein-ligand binding site similarity. Bioinform. 23 (22) (2007)
Kanti V. Mardia, Vysaul B. Nyirongo, Peter J. Green, Nicola D. Gold, David R. Westhead
Bayesian refinement of protein functional site matching. BMC Bioinform. 8 (2007)
Kanti V. Mardia, José Miguel Angulo, Arnaldo Goitía
Synthesis of image deformation strategies. Image Vis. Comput. 24 (1) (2006)
Kanti V. Mardia, Fred L. Bookstein, John T. Kent, Charles R. Meyer
Intrinsic Random Fields and Image Deformations. J. Math. Imaging Vis. 26 (1-2) (2006)
Chaoshui Xu, Peter Alan Dowd, Kanti V. Mardia, Robert J. Fowell
A flexible true plurigaussian code for spatial facies simulations. Comput. Geosci. 32 (10) (2006)
Nicolae Duta, Anil K. Jain, Kanti V. Mardia
Matching of palmprints. Pattern Recognit. Lett. 23 (4) (2002)
Kanti V. Mardia, A. J. Baczkowski, X. Feng, T. J. Hainsworth
Statistical methods for automatic interpretation of digitally scanned finger prints. Pattern Recognit. Lett. 18 (11-13) (1997)
Kevin M. A. de Souza, John T. Kent, Kanti V. Mardia
Estimation of Objects in Highly Variable Images Using Markov Chain Monte Carlo. BMVC (1997)
Delman Lee, John T. Kent, Kanti V. Mardia
Tracking of Tagged MR Images by Bayesian Analysis of a Network of Quads. IPMI (1997)
Kanti V. Mardia, Wei Qian, Kevin M. A. de Souza
Deformable Template Recognition of Multiple Occluded Objects. IEEE Trans. Pattern Anal. Mach. Intell. 19 (9) (1997)
John T. Kent, Kanti V. Mardia, J. M. West
Ridge Curves and Shape Analysis. BMVC (1996)
M. A. Hurn, Kanti V. Mardia, T. J. Hainsworth, J. Kirkbride, Elizabeth Berry
Bayesian fused classification of medical images. IEEE Trans. Medical Imaging 15 (6) (1996)
Kanti V. Mardia
Shape Statistics and Image Analysis. ACCV (1995)
Kanti V. Mardia, N. M. Ghali, T. J. Hainsworth, M. Howes, N. Sheehy
Techniques for online gesture recognition on workstations. Image Vis. Comput. 11 (5) (1993)
Kanti V. Mardia, T. J. Hainsworth, J. F. Haddon
Deformable templates in image sequences. ICPR (2) (1992)
John T. Kent, Kanti V. Mardia
Spatial Classification Using Fuzzy Membership Models. IEEE Trans. Pattern Anal. Mach. Intell. 10 (5) (1988)
Kanti V. Mardia, T. J. Hainsworth
A Spatial Thresholding Method for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 10 (6) (1988)