Sebastian Kurtek

62 papers A* 4A 2B 4C 1Misc 3Journal 24Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Sequential Bayesian Registration for Functional Data. Stat. Comput. Yoonji Kim, Oksana A. Chkrebtii, Sebastian Kurtek
2024	J	`jnl`	Elastic Metrics on Spaces of Euclidean Curves: Theory and Algorithms. J. Nonlinear Sci. Martin Bauer, Nicolas Charon, Eric Klassen, Sebastian Kurtek, Tom Needham, Thomas Pierron
2024	A*	`conf`	Probabilistic size-and-shape functional mixed models. NeurIPS Fangyi Wang, Karthik Bharath, Oksana A. Chkrebtii, Sebastian Kurtek
2024	J	`jnl`	Topo-Geometric Analysis of Variability in Point Clouds Using Persistence Landscapes. IEEE Trans. Pattern Anal. Mach. Intell. James Matuk, Sebastian Kurtek, Karthik Bharath
2023	J	`jnl`	4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Trans. Pattern Anal. Mach. Intell. Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava
2023	J	`jnl`	Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Landmark-Based Human Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Rasha Friji, Faten Chaieb, Hassen Drira, Sebastian Kurtek
2023	—	`conf`	Shape and Intensity Analysis of Glioblastoma Multiforme Tumors. CVPR Workshops Yi Tang Chen, Sebastian Kurtek
2023	J	`jnl`	Tumor radiogenomics in gliomas with Bayesian layered variable selection. Medical Image Anal. Shariq Mohammed, Sebastian Kurtek, Karthik Bharath, Arvind Rao, Veerabhadran Baladandayuthapani
2022	J	`jnl`	Parallel tempering strategies for model-based landmark detection on shapes. Commun. Stat. Simul. Comput. Justin D. Strait, Oksana A. Chkrebtii, Sebastian Kurtek
2022	J	`jnl`	Tangent functional canonical correlation analysis for densities and shapes, with applications to multimodal imaging data. J. Multivar. Anal. Min Ho Cho, Sebastian Kurtek, Karthik Bharath
2021	J	`jnl`	4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. CoRR Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava
2021	J	`jnl`	Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment. Technometrics Ghulam A. Qadir, Ying Sun, Sebastian Kurtek
2021	A*	`conf`	Geometric Deep Neural Network using Rigid and Non-Rigid Transformations for Human Action Recognition. ICCV Rasha Friji, Hassen Drira, Faten Chaieb, Hamza Kchok, Sebastian Kurtek
2021	—	`conf`	Geometric Empirical Bayesian Model for Classification of Functional Data Under Diverse Sampling Regimes. CVPR Workshops James Matuk, Karthik Bharath, Oksana A. Chkrebtii, Sebastian Kurtek
2021	J	`jnl`	Shape-Based Classification of Partially Observed Curves, With Applications to Anthropology. Frontiers Appl. Math. Stat. Gregory J. Matthews, Karthik Bharath, Sebastian Kurtek, Juliet K. Brophy, George K. Thiruvathukal, Ofer Harel
2020	J	`jnl`	KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition. CoRR Rasha Friji, Hassen Drira, Faten Chaieb, Sebastian Kurtek, Hamza Kchok
2020	J	`jnl`	Simplifying Transforms for General Elastic Metrics on the Space of Plane Curves. SIAM J. Imaging Sci. Tom Needham, Sebastian Kurtek
2020	—	`conf`	The Weighted Euler Curve Transform for Shape and Image Analysis. CVPR Workshops Qitong Jiang, Sebastian Kurtek, Tom Needham
2020	J	`jnl`	The Weighted Euler Curve Transform for Shape and Image Analysis. CoRR Qitong Jiang, Sebastian Kurtek, Tom Needham
2020	J	`jnl`	Visualization and Outlier Detection for Multivariate Elastic Curve Data. IEEE Trans. Vis. Comput. Graph. Weiyi Xie, Oksana A. Chkrebtii, Sebastian Kurtek
2019	J	`jnl`	Aggregated Pairwise Classification of Statistical Shapes. CoRR Min Ho Cho, Sebastian Kurtek, Steven N. MacEachern
2019	Misc	`conf`	Estimation of Sparsely Observed Signals with an Empirical Bayesian Model. ACSSC James Matuk, Oksana A. Chkrebtii, Sebastian Kurtek
2018	—	`conf`	Locally-Weighted Elastic Comparison of Planar Shapes. CVPR Workshops Justin D. Strait, Sebastian Kurtek, Steven N. MacEachern
2017	—	`conf`	A novel algorithm for optimal matching of elastic shapes with landmark constraints. IPTA Justin D. Strait, Sebastian Kurtek
2017	—	`conf`	Elastic 3D shape analysis using square-root normal field representation. CDC Hamid Laga, Ian H. Jermyn, Sebastian Kurtek, Anuj Srivastava
2017	—	`book`	Elastic Shape Analysis of Three-Dimensional Objects Ian H. Jermyn, Sebastian Kurtek, Hamid Laga, Anuj Srivastava
2016	—	`conf`	A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. CVPR Workshops Chafik Samir, Sebastian Kurtek, Justin D. Strait, Shantanu H. Joshi
2016	A	`conf`	An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis. WACV Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Noe Borges
2016	—	`conf`	Bayesian Model-Based Automatic Landmark Detection for Planar Curves. CVPR Workshops Justin D. Strait, Sebastian Kurtek
2016	J	`jnl`	Statistical model for simulation of deformable elastic endometrial tissue shapes. Neurocomputing Sebastian Kurtek, Qian Xie, Chafik Samir, Michel Canis
2016	Misc	`conf`	Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. DICTA Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava, Hamid Laga
2015	J	`jnl`	A comprehensive statistical framework for elastic shape analysis of 3D faces. Comput. Graph. Sebastian Kurtek, Hassen Drira
2015	—	`conf`	A new curves-based method for adaptive multimodal registration. IPTA Samir Khoualed, Antoine Sarbinowski, Chafik Samir, Sebastian Kurtek, Constance Hordonneau
2015	—	`conf`	Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones. ICIAP Workshops Imon Banerjee, Hamid Laga, Giuseppe Patanè, Sebastian Kurtek, Anuj Srivastava, Michela Spagnuolo
2014	—	`conf`	Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies. ACCV (2) Sebastian Kurtek, Hamid Laga, Qian Xie
2014	J	`jnl`	Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration in Endometrial Tissue Characterization. IEEE Trans. Medical Imaging Chafik Samir, Sebastian Kurtek, Anuj Srivastava, Michel Canis
2014	A	`conf`	Elastic reflection symmetry based shape descriptors. WACV Sebastian Kurtek, Mo Shen, Hamid Laga
2014	B	`conf`	Handwritten Text Segmentation Using Elastic Shape Analysis. ICPR Sebastian Kurtek, Anuj Srivastava
2014	—	`conf`	Metric-Based Pairwise and Multiple Image Registration. ECCV (2) Qian Xie, Sebastian Kurtek, Eric Klassen, Gary E. Christensen, Anuj Srivastava
2014	—	`conf`	Numerical Inversion of SRNFs for Efficient Elastic Shape Analysis of Star-Shaped Objects. ECCV (5) Qian Xie, Ian H. Jermyn, Sebastian Kurtek, Anuj Srivastava
2014	—	`ch.`	Statistical Shape Analysis. Computer Vision, A Reference Guide Anuj Srivastava, Sebastian Kurtek, Eric Klassen
2014	C	`conf`	Statistical Shape Model for Simulation of Realistic Endometrial Tissue. ICPRAM Sebastian Kurtek, Chafik Samir, Lemlih Ouchchane
2013	—	`ch.`	Joint Registration and Shape Analysis of Curves and Surfaces. Shape Perception in Human and Computer Vision Jingyong Su, Sebastian Kurtek, Anuj Srivastava
2013	J	`jnl`	Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces. Comput. Graph. Forum Sebastian Kurtek, Anuj Srivastava, Eric Klassen, Hamid Laga
2013	A*	`conf`	Parallel Transport of Deformations in Shape Space of Elastic Surfaces. ICCV Qian Xie, Sebastian Kurtek, Huiling Le, Anuj Srivastava
2013	J	`jnl`	Statistical analysis of manual segmentations of structures in medical images. Comput. Vis. Image Underst. Sebastian Kurtek, Jingyong Su, Cindy Grimm, Michelle Vaughan, Ross T. Sowell, Anuj Srivastava
2013	B	`conf`	Statistical shape models of plant leaves. ICIP Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Stanley J. Miklavcic
2012	—	`conf`	A Novel Framework for Metric-Based Image Registration. WBIR Qian Xie, Sebastian Kurtek, Gary E. Christensen, Zhaohua Ding, Eric Klassen, Anuj Srivastava
2012	Misc	`conf`	A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification. DICTA Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Mahmood Golzarian, Stanley J. Miklavcic
2012	J	`jnl`	Elastic Geodesic Paths in Shape Space of Parameterized Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava
2012	—	`conf`	Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields. ECCV (5) Ian H. Jermyn, Sebastian Kurtek, Eric Klassen, Anuj Srivastava
2012	—	`conf`	Elastic symmetry analysis of anatomical structures. MMBIA Sebastian Kurtek, Anuj Srivastava
2012	J	`jnl`	On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition. Image Vis. Comput. Anuj Srivastava, Pavan K. Turaga, Sebastian Kurtek
2012	—	`conf`	SUPIR: Surface Uncertainty-Penalized, Non-rigid Image Registration for Pelvic CT Imaging. WBIR Cheng Zhang, Gary E. Christensen, Sebastian Kurtek, Anuj Srivastava, Martin J. Murphy, Elisabeth Weiss, Er-Wei Bai, Jeffrey F. Williamson
2011	B	`conf`	A joint model for boundaries of multiple anatomical parts. Image Processing Gregoire Kerr, Sebastian Kurtek, Anuj Srivastava
2011	B	`conf`	Classification of mathematics deficiency using shape and scale analysis of 3D brain structures. Image Processing Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava
2011	J	`jnl`	Parameterization-Invariant Shape Comparisons of Anatomical Surfaces. IEEE Trans. Medical Imaging Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Sandra Jacobson, Joseph B. Jacobson, Malcolm Avison, Anuj Srivastava
2011	—	`conf`	Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces. IPMI Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Malcolm Avison, Anuj Srivastava
2011	—	`conf`	Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment. NIPS Sebastian Kurtek, Anuj Srivastava, Wei Wu
2010	—	`conf`	A comprehensive Riemannian framework for the analysis of white matter fiber tracts. ISBI Meena Mani, Sebastian Kurtek, Christian Barillot, Anuj Srivastava
2010	A*	`conf`	A novel riemannian framework for shape analysis of 3D objects. CVPR Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Anuj Srivastava
2009	—	`conf`	On Analyzing Symmetry of Objects using Elastic Deformations. VISAPP (1) Chafik Samir, Anuj Srivastava, Mohamed Daoudi, Sebastian Kurtek