Sebastian Kurtek

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 27

Top Topics

Handwritten Text

Pairwise Classification

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Martin Bauer, Nicolas Charon, Eric Klassen, Sebastian Kurtek, Tom Needham, Thomas Pierron
Elastic Metrics on Spaces of Euclidean Curves: Theory and Algorithms. J. Nonlinear Sci. 34 (3) (2024)
Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Yi Tang Chen, Sebastian Kurtek
Shape and Intensity Analysis of Glioblastoma Multiforme Tumors. CVPR Workshops (2023)
Rasha Friji, Faten Chaieb, Hassen Drira, Sebastian Kurtek
Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Landmark-Based Human Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Shariq Mohammed, Sebastian Kurtek, Karthik Bharath, Arvind Rao, Veerabhadran Baladandayuthapani
Tumor radiogenomics in gliomas with Bayesian layered variable selection. Medical Image Anal. 90 (2023)
Justin Strait, Oksana A. Chkrebtii, Sebastian Kurtek
Parallel tempering strategies for model-based landmark detection on shapes. Commun. Stat. Simul. Comput. 51 (4) (2022)
Min Ho Cho, Sebastian Kurtek, Karthik Bharath
Tangent functional canonical correlation analysis for densities and shapes, with applications to multimodal imaging data. J. Multivar. Anal. 189 (2022)
Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. CoRR (2021)
Rasha Friji, Hassen Drira, Faten Chaieb, Hamza Kchok, Sebastian Kurtek
Geometric Deep Neural Network using Rigid and Non-Rigid Transformations for Human Action Recognition. ICCV (2021)
Ghulam Qadir, Ying Sun, Sebastian Kurtek
Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment. Technometrics 63 (4) (2021)
James Matuk, Karthik Bharath, Oksana A. Chkrebtii, Sebastian Kurtek
Geometric Empirical Bayesian Model for Classification of Functional Data Under Diverse Sampling Regimes. CVPR Workshops (2021)
Gregory J. Matthews, Karthik Bharath, Sebastian Kurtek, Juliet K. Brophy, George K. Thiruvathukal, Ofer Harel
Shape-Based Classification of Partially Observed Curves, With Applications to Anthropology. Frontiers Appl. Math. Stat. 7 (2021)
Rasha Friji, Hassen Drira, Faten Chaieb, Sebastian Kurtek, Hamza Kchok
KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition. CoRR (2020)
Tom Needham, Sebastian Kurtek
Simplifying Transforms for General Elastic Metrics on the Space of Plane Curves. SIAM J. Imaging Sci. 13 (1) (2020)
Weiyi Xie, Oksana A. Chkrebtii, Sebastian Kurtek
Visualization and Outlier Detection for Multivariate Elastic Curve Data. IEEE Trans. Vis. Comput. Graph. 26 (11) (2020)
Qitong Jiang, Sebastian Kurtek, Tom Needham
The Weighted Euler Curve Transform for Shape and Image Analysis. CoRR (2020)
Qitong Jiang, Sebastian Kurtek, Tom Needham
The Weighted Euler Curve Transform for Shape and Image Analysis. CVPR Workshops (2020)
Min Ho Cho, Sebastian Kurtek, Steven N. MacEachern
Aggregated Pairwise Classification of Statistical Shapes. CoRR (2019)
James Matuk, Oksana A. Chkrebtii, Sebastian Kurtek
Estimation of Sparsely Observed Signals with an Empirical Bayesian Model. ACSSC (2019)
Justin Strait, Sebastian Kurtek, Steven N. MacEachern
Locally-Weighted Elastic Comparison of Planar Shapes. CVPR Workshops (2018)
Justin Strait, Sebastian Kurtek
A novel algorithm for optimal matching of elastic shapes with landmark constraints. IPTA (2017)
Hamid Laga, Ian H. Jermyn, Sebastian Kurtek, Anuj Srivastava
Elastic 3D shape analysis using square-root normal field representation. CDC (2017)
Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Noe Borges
An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis. WACV (2016)
Chafik Samir, Sebastian Kurtek, Justin Strait, Shantanu H. Joshi
A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. CVPR Workshops (2016)
Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava, Hamid Laga
Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. DICTA (2016)
Justin Strait, Sebastian Kurtek
Bayesian Model-Based Automatic Landmark Detection for Planar Curves. CVPR Workshops (2016)
Sebastian Kurtek, Qian Xie, Chafik Samir, Michel Canis
Statistical model for simulation of deformable elastic endometrial tissue shapes. Neurocomputing 173 (2016)
Imon Banerjee, Hamid Laga, Giuseppe Patanè, Sebastian Kurtek, Anuj Srivastava, Michela Spagnuolo
Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones. ICIAP Workshops (2015)
Samir Khoualed, Antoine Sarbinowski, Chafik Samir, Sebastian Kurtek, Constance Hordonneau
A new curves-based method for adaptive multimodal registration. IPTA (2015)
Sebastian Kurtek, Hassen Drira
A comprehensive statistical framework for elastic shape analysis of 3D faces. Comput. Graph. 51 (2015)
Sebastian Kurtek, Hamid Laga, Qian Xie
Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies. ACCV (2) (2014)
Sebastian Kurtek, Mo Shen, Hamid Laga
Elastic reflection symmetry based shape descriptors. WACV (2014)
Sebastian Kurtek, Anuj Srivastava
Handwritten Text Segmentation Using Elastic Shape Analysis. ICPR (2014)
Sebastian Kurtek, Chafik Samir, Lemlih Ouchchane
Statistical Shape Model for Simulation of Realistic Endometrial Tissue. ICPRAM (2014)
Qian Xie, Ian H. Jermyn, Sebastian Kurtek, Anuj Srivastava
Numerical Inversion of SRNFs for Efficient Elastic Shape Analysis of Star-Shaped Objects. ECCV (5) (2014)
Qian Xie, Sebastian Kurtek, Eric Klassen, Gary E. Christensen, Anuj Srivastava
Metric-Based Pairwise and Multiple Image Registration. ECCV (2) (2014)
Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Michel Canis
Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration in Endometrial Tissue Characterization. IEEE Trans. Medical Imaging 33 (5) (2014)
Sebastian Kurtek, Jingyong Su, Cindy Grimm, Michelle Vaughan, Ross T. Sowell, Anuj Srivastava
Statistical analysis of manual segmentations of structures in medical images. Comput. Vis. Image Underst. 117 (9) (2013)
Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Stanley J. Miklavcic
Statistical shape models of plant leaves. ICIP (2013)
Qian Xie, Sebastian Kurtek, Huiling Le, Anuj Srivastava
Parallel Transport of Deformations in Shape Space of Elastic Surfaces. ICCV (2013)
Sebastian Kurtek, Anuj Srivastava, Eric Klassen, Hamid Laga
Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces. Comput. Graph. Forum 32 (2) (2013)
Sebastian Kurtek, Anuj Srivastava
Elastic symmetry analysis of anatomical structures. MMBIA (2012)
Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Mahmood Golzarian, Stanley J. Miklavcic
A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification. DICTA (2012)
Anuj Srivastava, Pavan K. Turaga, Sebastian Kurtek
On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition. Image Vis. Comput. 30 (6-7) (2012)
Ian H. Jermyn, Sebastian Kurtek, Eric Klassen, Anuj Srivastava
Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields. ECCV (5) (2012)
Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava
Elastic Geodesic Paths in Shape Space of Parameterized Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 34 (9) (2012)
Qian Xie, Sebastian Kurtek, Gary E. Christensen, Zhaohua Ding, Eric Klassen, Anuj Srivastava
A Novel Framework for Metric-Based Image Registration. WBIR (2012)
Cheng Zhang, Gary E. Christensen, Sebastian Kurtek, Anuj Srivastava, Martin J. Murphy, Elisabeth Weiss, Er-Wei Bai, Jeffrey F. Williamson
SUPIR: Surface Uncertainty-Penalized, Non-rigid Image Registration for Pelvic CT Imaging. WBIR (2012)
Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Malcolm Avison, Anuj Srivastava
Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces. IPMI (2011)
Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Sandra Jacobson, Joseph B. Jacobson, Malcolm Avison, Anuj Srivastava
Parameterization-Invariant Shape Comparisons of Anatomical Surfaces. IEEE Trans. Medical Imaging 30 (3) (2011)
Sebastian Kurtek, Anuj Srivastava, Wei Wu
Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment. NIPS (2011)
Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava
Classification of mathematics deficiency using shape and scale analysis of 3D brain structures. Medical Imaging: Image Processing (2011)
Gregoire Kerr, Sebastian Kurtek, Anuj Srivastava
A joint model for boundaries of multiple anatomical parts. Medical Imaging: Image Processing (2011)
Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Anuj Srivastava
A novel riemannian framework for shape analysis of 3D objects. CVPR (2010)
Meena Mani, Sebastian Kurtek, Christian Barillot, Anuj Srivastava
A comprehensive Riemannian framework for the analysis of white matter fiber tracts. ISBI (2010)
Chafik Samir, Anuj Srivastava, Mohamed Daoudi, Sebastian Kurtek
On Analyzing Symmetry of Objects using Elastic Deformations. VISAPP (1) (2009)