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Eric Klassen
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2020 – today
- 2024
- [j16]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) - [j15]Emmanuel Hartman
, Martin Bauer
, Eric Klassen:
Square Root Normal Fields for Lipschitz Surfaces and the Wasserstein Fisher Rao Metric. SIAM J. Math. Anal. 56(2): 2171-2190 (2024) - 2023
- [j14]Emmanuel Hartman
, Yashil Sukurdeep, Eric Klassen, Nicolas Charon
, Martin Bauer
:
Elastic Shape Analysis of Surfaces with Second-Order Sobolev Metrics: A Comprehensive Numerical Framework. Int. J. Comput. Vis. 131(5): 1183-1209 (2023) - 2022
- [i3]Emmanuel Hartman, Yashil Sukurdeep
, Eric Klassen, Nicolas Charon, Martin Bauer
:
Elastic shape analysis of surfaces with second-order Sobolev metrics: a comprehensive numerical framework. CoRR abs/2204.04238 (2022) - 2021
- [c21]Emmanuel Hartman
, Yashil Sukurdeep
, Nicolas Charon, Eric Klassen, Martin Bauer
:
Supervised Deep Learning of Elastic SRV Distances on the Shape Space of Curves. CVPR Workshops 2021: 4425-4433 - [i2]Emmanuel Hartman, Yashil Sukurdeep, Nicolas Charon, Eric Klassen, Martin Bauer:
Supervised deep learning of elastic SRV distances on the shape space of curves. CoRR abs/2101.04929 (2021) - 2020
- [j13]Zhe Su, Martin Bauer
, Stephen C. Preston
, Hamid Laga, Eric Klassen:
Shape Analysis of Surfaces Using General Elastic Metrics. J. Math. Imaging Vis. 62(8): 1087-1106 (2020) - [c20]Zhe Su, Martin Bauer
, Eric Klassen, Kyle A. Gallivan:
Simplifying Transformations for a Family of Elastic Metrics on the Space of Surfaces. CVPR Workshops 2020: 3705-3714
2010 – 2019
- 2019
- [c19]Carla Gordon, Anton Leuski, Grace Benn, Eric Klassen, Edward Fast, Matt Liewer, Arno Hartholt, David R. Traum:
PRIMER: An Emotionally Aware Virtual Agent. IUI Workshops 2019 - 2018
- [j12]Zhengwu Zhang
, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava
:
Rate-Invariant Analysis of Covariance Trajectories. J. Math. Imaging Vis. 60(8): 1306-1323 (2018) - 2017
- [c18]Zhe Su, Eric Klassen, Martin Bauer
:
The Square Root Velocity Framework for Curves in a Homogeneous Space. CVPR Workshops 2017: 680-689 - [c17]Daniel Robinson, Adam Duncan, Anuj Srivastava
, Eric Klassen:
Exact Function Alignment Under Elastic Riemannian Metric. GRAIL/MFCA/MICGen@MICCAI 2017: 137-151 - 2015
- [i1]Zhengwu Zhang, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava:
Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories. CoRR abs/1503.06699 (2015) - 2014
- [j11]Darshan W. Bryner, Eric Klassen, Huiling Le, Anuj Srivastava
:
2D Affine and Projective Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 998-1011 (2014) - [c16]Qian Xie, Sebastian Kurtek, Eric Klassen, Gary E. Christensen, Anuj Srivastava
:
Metric-Based Pairwise and Multiple Image Registration. ECCV (2) 2014: 236-250 - [r1]Anuj Srivastava, Sebastian Kurtek, Eric Klassen:
Statistical Shape Analysis. Computer Vision, A Reference Guide 2014: 760-770 - 2013
- [j10]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) - [j9]Zhengwu Zhang, Eric Klassen, Anuj Srivastava
:
Gaussian Blurring-Invariant Comparison of Signals and Images. IEEE Trans. Image Process. 22(8): 3145-3157 (2013) - 2012
- [j8]Chafik Samir
, Pierre-Antoine Absil, Anuj Srivastava
, Eric Klassen:
A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds. Found. Comput. Math. 12(1): 49-73 (2012) - [j7]Jingyong Su, Ian L. Dryden
, Eric Klassen, Huiling Le, Anuj Srivastava
:
Fitting smoothing splines to time-indexed, noisy points on nonlinear manifolds. Image Vis. Comput. 30(6-7): 428-442 (2012) - [j6]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) - [c15]Darshan W. Bryner, Anuj Srivastava
, Eric Klassen:
Affine-invariant, elastic shape analysis of planar contours. CVPR 2012: 390-397 - [c14]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 - [c13]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
- [j5]Anuj Srivastava
, Eric Klassen, Shantanu H. Joshi, Ian H. Jermyn:
Shape Analysis of Elastic Curves in Euclidean Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 33(7): 1415-1428 (2011) - [j4]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) - [c12]Zhengwu Zhang, Eric Klassen, Anuj Srivastava
, Pavan K. Turaga
, Rama Chellappa:
Blurring-invariant Riemannian metrics for comparing signals and images. ICCV 2011: 1770-1775 - [c11]Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Malcolm Avison, Anuj Srivastava
:
Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces. IPMI 2011: 147-158 - [c10]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 - 2010
- [c9]Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Anuj Srivastava
:
A novel riemannian framework for shape analysis of 3D objects. CVPR 2010: 1625-1632
2000 – 2009
- 2009
- [j3]Chafik Samir
, Anuj Srivastava, Mohamed Daoudi
, Eric Klassen:
An Intrinsic Framework for Analysis of Facial Surfaces. Int. J. Comput. Vis. 82(1): 80-95 (2009) - [c8]Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen:
Fitting Curves on Riemannian Manifolds Using Energy Minimization. MVA 2009: 422-425 - 2008
- [c7]Wei Liu, Anuj Srivastava, Eric Klassen:
Joint shape and texture analysis of objects boundaries in images using a Riemannian approach. ACSCC 2008: 833-837 - 2007
- [c6]Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn:
A Novel Representation for Riemannian Analysis of Elastic Curves in Rn. CVPR 2007 - [c5]Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn:
Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves. EMMCVPR 2007: 387-398 - 2006
- [c4]Eric Klassen, Anuj Srivastava:
Geodesics Between 3D Closed Curves Using Path-Straightening. ECCV (1) 2006: 95-106 - 2004
- [j2]Eric Klassen, Anuj Srivastava, Washington Mio, Shantanu H. Joshi:
Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 26(3): 372-383 (2004) - 2003
- [c3]Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi:
Geometric Analysis of Continuous, Planar Shapes. EMMCVPR 2003: 341-356 - [c2]Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric Klassen:
Geometric Analysis of Constrained Curves. NIPS 2003: 1579-1586 - 2002
- [j1]Anuj Srivastava, Eric Klassen:
Monte Carlo extrinsic estimators of manifold-valued parameters. IEEE Trans. Signal Process. 50(2): 299-308 (2002)
1980 – 1989
- 1985
- [c1]Pradeep Sinha, Eric Klassen, K. K. Wang:
Exploiting topological and geometric properties for selective subdivision. SCG 1985: 39-45
Coauthor Index
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