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31 Publications
Publications in 2023
Conference
Universe Points Representation Learning for Partial Multi-Graph Matching
AAAI Conference on Artificial Intelligence - Feb 2023
Publications in 2020
Conference
Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications
IEEE Intelligent Vehicles Symposium (IV), page 1753--1758 - Oct 2020
Publications in 2019
Conference
Adversarial camera stickers: A physical camera-based attack on deep learning systems
International Conference on Machine Learning (ICML) - Jun 2019
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations
International Conference on Machine Learning (ICML) - Jun 2019
Publications in 2018
Conference
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2018
Robust Fitting of Subdivision Surfaces for Smooth Shape Analysis
International Conference on 3D Vision (3DV) - Sep 2018
MRF Optimization with Separable Convex Prior on Partially Ordered Labels
European Conference on Computer Vision (ECCV) - Sep 2018
Scaling provable adversarial defenses
Advances in Neural Information Processing Systems (NIPS) - Dec 2018
Publications in 2017
Conference
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jul 2017
Publications in 2016
Journal
White Matter MS-Lesion Segmentation Using a Geometric Brain Model
IEEE Transactions on Medical Imaging, Volume 35, Number 7, page 1636 - 1646 - Jul 2016
Conference
Efficient Globally Optimal 2D-to-3D Deformable Shape Matching
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2016
Book Chapter
Shape Distances for Binary Image Segmentation
Perspectives in Shape Analysis, Springer, page 137--154 - Oct 2016
Publications in 2015
Conference
Video Segmentation with Just a Few Strokes
IEEE International Conference on Computer Vision (ICCV) - Dec 2015
Publications in 2014
Conference
Publications in 2013
Conference
Fast Trust Region for Segmentation
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2013
Technical Report
An Experimental Comparison of Trust Region and Level Sets
Technical Report , arXiv:1311.2102 - Nov 2013
Publications in 2012
Conference
Segmentation with non-linear regional constraints via line-search cuts
European Conference on Computer Vision (ECCV), Volume 7572, page 583--597 - Oct 2012
Hausdorff Distance Constraint for Multi-Surface Segmentation
European Conference on Computer Vision (ECCV), Volume 7572, page 598--611 - Oct 2012
Publications in 2011
Journal
Large-Scale Integer Linear Programming for Orientation Preserving 3D Shape Matching
Computer Graphics Forum, Volume 30, Number 5, page 1471--1480 - Aug 2011
Conference
Geometrically Consistent Elastic Matching of 3D Shapes: A Linear Programming Solution
IEEE International Conference on Computer Vision (ICCV), page 2134--2141 - Nov 2011
Multilinear Model Estimation with L2-Regularization
Pattern Recognition (Proc. DAGM), Volume 6835, page 81--90 - Aug 2011
Interactive Segmentation with Super-Labels
Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Volume 6819, page 147--162 - Jul 2011
Publications in 2010
Others
Efficient Methods for Continuous and Discrete Shape Analysis
PhD thesis from Faculty of Mathematics and Natural Sciences, University of Bonn, Germany - Nov 2010
Publications in 2009
Conference
A Closed-Form Solution for Image Sequence Segmentation with Dynamical Shape Priors
Pattern Recognition (Proc. DAGM), Volume 5748, page 31--40 - Sep 2009
Efficient Planar Graph Cuts with Applications in Computer Vision
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2009
Publications in 2008
Conference
Image Segmentation with Elastic Shape Priors via Global Geodesics in Product Spaces
British Machine Vision Conference (BMVC) - Sep 2008
Shape Priors in Variational Image Segmentation: Convexity, Lipschitz Continuity and Globally Optimal Solutions
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2008
Publications in 2007
Conference
Fast Matching of Planar Shapes in Sub-cubic Runtime
IEEE International Conference on Computer Vision (ICCV) - Oct 2007
Intrinsic Mean for Semimetrical Shape Retrieval via Graph Cuts
Pattern Recognition (Proc. DAGM), Volume 4713, page 446--455 - Sep 2007
Efficient Shape Matching via Graph Cuts
Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Volume 4679, page 39--54 - Aug 2007
Publications in 2006
Conference
Shape Matching by Variational Computation of Geodesics on a Manifold
Pattern Recognition (Proc. DAGM), Volume 4174, page 142--151 - Sep 2006