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ORCIDSebastian Kurtek
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- affiliation: Ohio State University, Department of Statistics, Columbus, OH, USA
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2020 – today
- 2024
[j18]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): 56 (2024)- 2023
- [j17]Shariq Mohammed
, Sebastian Kurtek, Karthik Bharath, Arvind Rao, Veerabhadran Baladandayuthapani:
Tumor radiogenomics in gliomas with Bayesian layered variable selection. Medical Image Anal. 90: 102964 (2023) - [j16]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): 1335-1352 (2023) - [j15]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): 13314-13327 (2023) - [c34]Yi Tang Chen, Sebastian Kurtek:
Shape and Intensity Analysis of Glioblastoma Multiforme Tumors. CVPR Workshops 2023: 553-560 - 2022
- [j14]Justin Strait, Oksana A. Chkrebtii, Sebastian Kurtek:
Parallel tempering strategies for model-based landmark detection on shapes. Commun. Stat. Simul. Comput. 51(4): 1415-1435 (2022) - [j13]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: 104870 (2022) - 2021
- [j12]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: 759622 (2021) - [j11]Ghulam A. Qadir, Ying Sun, Sebastian Kurtek:
Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment. Technometrics 63(4): 548-561 (2021) - [c33]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: 4434-4442 - [c32]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: 12591-12600 - [i4]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 abs/2101.09403 (2021) - 2020
- [j10]Tom Needham, Sebastian Kurtek:
Simplifying Transforms for General Elastic Metrics on the Space of Plane Curves. SIAM J. Imaging Sci. 13(1): 445-473 (2020) - [j9]Weiyi Xie, Oksana A. Chkrebtii, Sebastian Kurtek:
Visualization and Outlier Detection for Multivariate Elastic Curve Data. IEEE Trans. Vis. Comput. Graph. 26(11): 3353-3364 (2020) - [c31]Qitong Jiang, Sebastian Kurtek, Tom Needham:
The Weighted Euler Curve Transform for Shape and Image Analysis. CVPR Workshops 2020: 3685-3694 - [i3]Qitong Jiang, Sebastian Kurtek, Tom Needham:
The Weighted Euler Curve Transform for Shape and Image Analysis. CoRR abs/2004.11128 (2020) - [i2]Rasha Friji, Hassen Drira, Faten Chaieb, Sebastian Kurtek, Hamza Kchok:
KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition. CoRR abs/2011.12004 (2020)
2010 – 2019
- 2019
- [c30]James Matuk, Oksana A. Chkrebtii, Sebastian Kurtek:
Estimation of Sparsely Observed Signals with an Empirical Bayesian Model. ACSSC 2019: 507-511 - [i1]Min Ho Cho, Sebastian Kurtek, Steven N. MacEachern:
Aggregated Pairwise Classification of Statistical Shapes. CoRR abs/1901.07593 (2019) - 2018
- [c29]Justin Strait, Sebastian Kurtek, Steven N. MacEachern:
Locally-Weighted Elastic Comparison of Planar Shapes. CVPR Workshops 2018: 358-366 - 2017
- [b1]Ian H. Jermyn, Sebastian Kurtek, Hamid Laga, Anuj Srivastava:
Elastic Shape Analysis of Three-Dimensional Objects. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2017, ISBN 978-3-031-00691-3 - [c28]Hamid Laga, Ian H. Jermyn, Sebastian Kurtek, Anuj Srivastava:
Elastic 3D shape analysis using square-root normal field representation. CDC 2017: 2711-2717 - [c27]Justin Strait, Sebastian Kurtek:
A novel algorithm for optimal matching of elastic shapes with landmark constraints. IPTA 2017: 1-6 - 2016
- [j8]Sebastian Kurtek, Qian Xie, Chafik Samir, Michel Canis:
Statistical model for simulation of deformable elastic endometrial tissue shapes. Neurocomputing 173: 36-41 (2016) - [c26]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: 972-980 - [c25]Justin Strait, Sebastian Kurtek:
Bayesian Model-Based Automatic Landmark Detection for Planar Curves. CVPR Workshops 2016: 1041-1049 - [c24]Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava, Hamid Laga:
Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. DICTA 2016: 1-8 - [c23]Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Noe Borges:
An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis. WACV 2016: 1-8 - 2015
- [j7]Sebastian Kurtek, Hassen Drira:
A comprehensive statistical framework for elastic shape analysis of 3D faces. Comput. Graph. 51: 52-59 (2015) - [c22]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: 167-174 - [c21]Samir Khoualed, Antoine Sarbinowski, Chafik Samir, Sebastian Kurtek, Constance Hordonneau:
A new curves-based method for adaptive multimodal registration. IPTA 2015: 391-396 - 2014
- [j6]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): 1035-1043 (2014) - [c20]Sebastian Kurtek, Hamid Laga, Qian Xie:
Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies. ACCV (2) 2014: 424-439 - [c19]Qian Xie, Sebastian Kurtek, Eric Klassen, Gary E. Christensen, Anuj Srivastava:
Metric-Based Pairwise and Multiple Image Registration. ECCV (2) 2014: 236-250 - [c18]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: 485-499 - [c17]Sebastian Kurtek, Anuj Srivastava:
Handwritten Text Segmentation Using Elastic Shape Analysis. ICPR 2014: 2501-2506 - [c16]Sebastian Kurtek, Chafik Samir, Lemlih Ouchchane:
Statistical Shape Model for Simulation of Realistic Endometrial Tissue. ICPRAM 2014: 421-428 - [c15]Sebastian Kurtek, Mo Shen, Hamid Laga:
Elastic reflection symmetry based shape descriptors. WACV 2014: 293-300 - [r1]Anuj Srivastava, Sebastian Kurtek, Eric Klassen:
Statistical Shape Analysis. Computer Vision, A Reference Guide 2014: 760-770 - 2013
- [j5]Sebastian Kurtek, Anuj Srivastava, Eric Klassen, Hamid Laga:
Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces. Comput. Graph. Forum 32(2): 429-438 (2013) - [j4]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): 1036-1050 (2013) - [c14]Qian Xie, Sebastian Kurtek, Huiling Le, Anuj Srivastava:
Parallel Transport of Deformations in Shape Space of Elastic Surfaces. ICCV 2013: 865-872 - [c13]Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Stanley J. Miklavcic:
Statistical shape models of plant leaves. ICIP 2013: 3503-3507 - [p1]Jingyong Su, Sebastian Kurtek, Anuj Srivastava:
Joint Registration and Shape Analysis of Curves and Surfaces. Shape Perception in Human and Computer Vision 2013: 213-224 - 2012
- [j3]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): 398-416 (2012) - [j2]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): 1717-1730 (2012) - [c12]Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Mahmood Golzarian, Stanley J. Miklavcic:
A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification. DICTA 2012: 1-7 - [c11]Ian H. Jermyn, Sebastian Kurtek, Eric Klassen, Anuj Srivastava:
Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields. ECCV (5) 2012: 804-817 - [c10]Sebastian Kurtek, Anuj Srivastava:
Elastic symmetry analysis of anatomical structures. MMBIA 2012: 33-38 - [c9]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: 236-245 - [c8]Qian Xie, Sebastian Kurtek, Gary E. Christensen, Zhaohua Ding, Eric Klassen, Anuj Srivastava:
A Novel Framework for Metric-Based Image Registration. WBIR 2012: 276-285 - 2011
- [j1]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): 849-858 (2011) - [c7]Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Malcolm Avison, Anuj Srivastava:
Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces. IPMI 2011: 147-158 - [c6]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: 796244 - [c5]Gregoire Kerr, Sebastian Kurtek, Anuj Srivastava:
A joint model for boundaries of multiple anatomical parts. Medical Imaging: Image Processing 2011: 796246 - [c4]Sebastian Kurtek, Anuj Srivastava, Wei Wu:
Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment. NIPS 2011: 675-683 - 2010
- [c3]Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Anuj Srivastava:
A novel riemannian framework for shape analysis of 3D objects. CVPR 2010: 1625-1632 - [c2]Meena Mani, Sebastian Kurtek, Christian Barillot, Anuj Srivastava:
A comprehensive Riemannian framework for the analysis of white matter fiber tracts. ISBI 2010: 1101-1104
2000 – 2009
- 2009
- [c1]Chafik Samir, Anuj Srivastava, Mohamed Daoudi, Sebastian Kurtek:
On Analyzing Symmetry of Objects using Elastic Deformations. VISAPP (1) 2009: 194-200
Coauthor Index
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last updated on 2024-10-07 21:15 CEST by the dblp team
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