Eric Klassen

According to our database, Eric Klassen authored at least 39 papers between 1985 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Elastic Metrics on Spaces of Euclidean Curves: Theory and Algorithms.

Martin Bauer, Nicolas Charon, Eric Klassen, Sebastian Kurtek, Tom Needham, Thomas Pierron

J. Nonlinear Sci., June, 2024

Square Root Normal Fields for Lipschitz Surfaces and the Wasserstein Fisher Rao Metric.

Emmanuel Hartman, Martin Bauer, Eric Klassen

SIAM J. Math. Anal., 2024

2023

Elastic Shape Analysis of Surfaces with Second-Order Sobolev Metrics: A Comprehensive Numerical Framework.

Emmanuel Hartman, Yashil Sukurdeep, Eric Klassen, Nicolas Charon, Martin Bauer

Int. J. Comput. Vis., May, 2023

2021

Supervised Deep Learning of Elastic SRV Distances on the Shape Space of Curves.

Emmanuel Hartman, Yashil Sukurdeep, Nicolas Charon, Eric Klassen, Martin Bauer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Shape Analysis of Surfaces Using General Elastic Metrics.

Zhe Su, Martin Bauer, Stephen C. Preston, Hamid Laga, Eric Klassen

J. Math. Imaging Vis., 2020

Simplifying Transformations for a Family of Elastic Metrics on the Space of Surfaces.

Zhe Su, Martin Bauer, Eric Klassen, Kyle A. Gallivan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

PRIMER: An Emotionally Aware Virtual Agent.

Carla Gordon, Anton Leuski, Grace Benn, Eric Klassen, Edward Fast, Matt Liewer, Arno Hartholt, David R. Traum

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

2018

Rate-Invariant Analysis of Covariance Trajectories.

Zhengwu Zhang, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava

J. Math. Imaging Vis., 2018

2017

Exact Function Alignment Under Elastic Riemannian Metric.

Daniel Robinson, Adam Duncan, Anuj Srivastava, Eric Klassen

Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

The Square Root Velocity Framework for Curves in a Homogeneous Space.

Zhe Su, Eric Klassen, Martin Bauer

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2015

Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories.

Zhengwu Zhang, Jingyong Su, Eric Klassen, Huiling Le, Anuj Srivastava

CoRR, 2015

2014

Statistical Shape Analysis.

Anuj Srivastava, Sebastian Kurtek, Eric Klassen

Computer Vision, A Reference Guide, 2014

2D Affine and Projective Shape Analysis.

Darshan W. Bryner, Eric Klassen, Huiling Le, Anuj Srivastava

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Metric-Based Pairwise and Multiple Image Registration.

Qian Xie, Sebastian Kurtek, Eric Klassen, Gary E. Christensen, Anuj Srivastava

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Gaussian Blurring-Invariant Comparison of Signals and Images.

Zhengwu Zhang, Eric Klassen, Anuj Srivastava

IEEE Trans. Image Process., 2013

Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces.

Sebastian Kurtek, Anuj Srivastava, Eric Klassen, Hamid Laga

Comput. Graph. Forum, 2013

2012

Elastic Geodesic Paths in Shape Space of Parameterized Surfaces.

Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Fitting smoothing splines to time-indexed, noisy points on nonlinear manifolds.

Jingyong Su, Ian L. Dryden, Eric Klassen, Huiling Le, Anuj Srivastava

Image Vis. Comput., 2012

A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds.

Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen

Found. Comput. Math., 2012

A Novel Framework for Metric-Based Image Registration.

Qian Xie, Sebastian Kurtek, Gary E. Christensen, Zhaohua Ding, Eric Klassen, Anuj Srivastava

Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields.

Ian H. Jermyn, Sebastian Kurtek, Eric Klassen, Anuj Srivastava

Proceedings of the Computer Vision - ECCV 2012, 2012

Affine-invariant, elastic shape analysis of planar contours.

Darshan W. Bryner, Anuj Srivastava, Eric Klassen

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Parameterization-Invariant Shape Comparisons of Anatomical Surfaces.

Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Sandra Jacobson, Joseph B. Jacobson, Malcolm Avison, Anuj Srivastava

IEEE Trans. Medical Imaging, 2011

Shape Analysis of Elastic Curves in Euclidean Spaces.

Anuj Srivastava, Eric Klassen, Shantanu H. Joshi, Ian H. Jermyn

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Classification of mathematics deficiency using shape and scale analysis of 3D brain structures.

Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces.

Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Malcolm Avison, Anuj Srivastava

Proceedings of the Information Processing in Medical Imaging, 2011

Blurring-invariant Riemannian metrics for comparing signals and images.

Zhengwu Zhang, Eric Klassen, Anuj Srivastava, Pavan K. Turaga, Rama Chellappa

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

A novel riemannian framework for shape analysis of 3D objects.

Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Anuj Srivastava

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

An Intrinsic Framework for Analysis of Facial Surfaces.

Chafik Samir, Anuj Srivastava, Mohamed Daoudi, Eric Klassen

Int. J. Comput. Vis., 2009

Fitting Curves on Riemannian Manifolds Using Energy Minimization.

Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

2008

Joint shape and texture analysis of objects boundaries in images using a Riemannian approach.

Wei Liu, Anuj Srivastava, Eric Klassen

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves.

Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

A Novel Representation for Riemannian Analysis of Elastic Curves in Rⁿ.

Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Geodesics Between 3D Closed Curves Using Path-Straightening.

Eric Klassen, Anuj Srivastava

Proceedings of the Computer Vision, 2006

2004

Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces.

Eric Klassen, Anuj Srivastava, Washington Mio, Shantanu H. Joshi

IEEE Trans. Pattern Anal. Mach. Intell., 2004

2003

Geometric Analysis of Constrained Curves.

Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric Klassen

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Geometric Analysis of Continuous, Planar Shapes.

Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2002

Monte Carlo extrinsic estimators of manifold-valued parameters.

Anuj Srivastava, Eric Klassen

IEEE Trans. Signal Process., 2002

1985

Exploiting topological and geometric properties for selective subdivision.

Pradeep Sinha, Eric Klassen, K. K. Wang

Proceedings of the First Annual Symposium on Computational Geometry, 1985