Frank R. Schmidt

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31 Publications

Publications in 2023

Conference

NSB23
NSB23.pdf Universe Points Representation Learning for Partial Multi-Graph Matching
Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard
AAAI Conference on Artificial Intelligence - Feb 2023

Publications in 2020

Conference

WSSSK20
WSSSK.pdf Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications
Eric Wong, Tim Schneider, Jörg Schmitt, Frank R. Schmidt, J. Zico Kolter
IEEE Intelligent Vehicles Symposium (IV), page 1753--1758 - Oct 2020

Publications in 2019

Conference

LSK19
LSK.pdf Adversarial camera stickers: A physical camera-based attack on deep learning systems
Juncheng B. Li, Frank R. Schmidt, J. Zico Kolter
International Conference on Machine Learning (ICML) - Jun 2019

WSK19
WSK19.pdf Wasserstein Adversarial Examples via Projected Sinkhorn Iterations
Eric Wong, Frank R. Schmidt, J. Zico Kolter
International Conference on Machine Learning (ICML) - Jun 2019

Publications in 2018

Conference

LLSDSAC18
LLSDSAC18.pdf Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer, Csaba Domokos, Laura Leal-Taixé, Frank R. Schmidt, Björn Andres, Daniel Cremers
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2018

ESC18
ESC18.pdf Robust Fitting of Subdivision Surfaces for Smooth Shape Analysis
Virginia Estellers, Frank R. Schmidt, Daniel Cremers
International Conference on 3D Vision (3DV) - Sep 2018

DSC18
DSC18.pdf MRF Optimization with Separable Convex Prior on Partially Ordered Labels
Csaba Domokos, Frank R. Schmidt, Daniel Cremers
European Conference on Computer Vision (ECCV) - Sep 2018

WSMK18
WSMK18.pdf Scaling provable adversarial defenses
Eric Wong, Frank R. Schmidt, Jan Hendrik Metzen, J. Zico Kolter
Advances in Neural Information Processing Systems (NIPS) - Dec 2018

Publications in 2017

Conference

BSTC17
BSTC17.pdf A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching
Florian Bernard, Frank R. Schmidt, Johan Thunberg, Daniel Cremers
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jul 2017

Publications in 2016

Journal

SSAGKB16
SSAGKB16.pdf White Matter MS-Lesion Segmentation Using a Geometric Brain Model
Maddalena Strumia, Frank R. Schmidt, Constantinos Anastasopoulos, Cristina Granziera, Gunnar Krueger, Thomas Brox
IEEE Transactions on Medical Imaging, Volume 35, Number 7, page 1636 - 1646 - Jul 2016

Conference

LRSBC16a
LRSBC16a.pdf Efficient Globally Optimal 2D-to-3D Deformable Shape Matching
Zorah Lähner, Emanuele Rodolà, Frank R. Schmidt, Michael M. Bronstein, Daniel Cremers
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2016

Book Chapter

SGBBB16a
SGBBB16a.pdf Shape Distances for Binary Image Segmentation
Frank R. Schmidt, Lena Gorelick, Ismail Ben Ayed, Yuri Boykov, Thomas Brox
Perspectives in Shape Analysis, Springer, page 137--154 - Oct 2016

Publications in 2015

Conference

NSB15
NSB15.pdf Video Segmentation with Just a Few Strokes
Naveen Nagaraja, Frank R. Schmidt, Thomas Brox
IEEE International Conference on Computer Vision (ICCV) - Dec 2015

Publications in 2014

Conference

SWSC14
SWSC14.pdf Dense Elastic 3D Shape Matching
Frank R. Schmidt, Thomas Windheuser, Ulrich Schlickewei, Daniel Cremers
Global Optimization Methods, Volume 8293, page 1--18 - Apr 2014

Publications in 2013

Conference

Sch13
GSB-cvpr13.pdf Fast Trust Region for Segmentation
Lena Gorelick, Frank R. Schmidt, Yuri Boykov
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2013

Technical Report

GBSB13
GBSB13.pdf An Experimental Comparison of Trust Region and Level Sets
Lena Gorelick, Ismail Ben Ayed, Frank R. Schmidt, Yuri Boykov
Technical Report , arXiv:1311.2102 - Nov 2013

Publications in 2012

Conference

GSBDW12
GSBDW-eccv12.pdf Segmentation with non-linear regional constraints via line-search cuts
Lena Gorelick, Frank R. Schmidt, Yuri Boykov, Andrew Delong, Aaron Ward
European Conference on Computer Vision (ECCV), Volume 7572, page 583--597 - Oct 2012

SB12
SB-eccv12.pdf Hausdorff Distance Constraint for Multi-Surface Segmentation
Frank R. Schmidt, Yuri Boykov
European Conference on Computer Vision (ECCV), Volume 7572, page 598--611 - Oct 2012

Publications in 2011

Journal

WSSC11a
WSSC-sgp11.pdf Large-Scale Integer Linear Programming for Orientation Preserving 3D Shape Matching
Thomas Windheuser, Ulrich Schlickewei, Frank R. Schmidt, Daniel Cremers
Computer Graphics Forum, Volume 30, Number 5, page 1471--1480 - Aug 2011

Conference

WSSC11
WSSC-iccv11.pdf Geometrically Consistent Elastic Matching of 3D Shapes: A Linear Programming Solution
Thomas Windheuser, Ulrich Schlickewei, Frank R. Schmidt, Daniel Cremers
IEEE International Conference on Computer Vision (ICCV), page 2134--2141 - Nov 2011

SAR11
SAR11.pdf Multilinear Model Estimation with L2-Regularization
Frank R. Schmidt, Hanno Ackermann, Bodo Rosenhahn
Pattern Recognition (Proc. DAGM), Volume 6835, page 81--90 - Aug 2011

DGSVB11
DGSVB11.pdf Interactive Segmentation with Super-Labels
Andrew Delong, Lena Gorelick, Frank R. Schmidt, Olga Veksler, Yuri Boykov
Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Volume 6819, page 147--162 - Jul 2011

Publications in 2010

Others

Sch10
thesisA5.pdf Efficient Methods for Continuous and Discrete Shape Analysis
Frank R. Schmidt
PhD thesis from Faculty of Mathematics and Natural Sciences, University of Bonn, Germany - Nov 2010

Publications in 2009

Conference

SC09
SC09.pdf A Closed-Form Solution for Image Sequence Segmentation with Dynamical Shape Priors
Frank R. Schmidt, Daniel Cremers
Pattern Recognition (Proc. DAGM), Volume 5748, page 31--40 - Sep 2009

STC09
schmidt_et_al_cvpr09.pdf Efficient Planar Graph Cuts with Applications in Computer Vision
Frank R. Schmidt, Eno Töppe, Daniel Cremers
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2009

Publications in 2008

Conference

SSC08
ssc_bmvc08.pdf Image Segmentation with Elastic Shape Priors via Global Geodesics in Product Spaces
Thomas Schoenemann, Frank R. Schmidt, Daniel Cremers
British Machine Vision Conference (BMVC) - Sep 2008

CSB08
cremers_et_al_cvpr08.pdf Shape Priors in Variational Image Segmentation: Convexity, Lipschitz Continuity and Globally Optimal Solutions
Daniel Cremers, Frank R. Schmidt, Frank Barthel
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Jun 2008

Publications in 2007

Conference

SFC07
SFC-07.pdf Fast Matching of Planar Shapes in Sub-cubic Runtime
Frank R. Schmidt, Dirk Farin, Daniel Cremers
IEEE International Conference on Computer Vision (ICCV) - Oct 2007

STCB07
STCB-07.pdf Intrinsic Mean for Semimetrical Shape Retrieval via Graph Cuts
Frank R. Schmidt, Eno Töppe, Daniel Cremers, Yuri Boykov
Pattern Recognition (Proc. DAGM), Volume 4713, page 446--455 - Sep 2007

STCB07a
STCB-07a.pdf Efficient Shape Matching via Graph Cuts
Frank R. Schmidt, Eno Töppe, Daniel Cremers, Yuri Boykov
Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Volume 4679, page 39--54 - Aug 2007

Publications in 2006

Conference

SCC06
FRS-et-al-06.pdf Shape Matching by Variational Computation of Geodesics on a Manifold
Frank R. Schmidt, Michael Clausen, Daniel Cremers
Pattern Recognition (Proc. DAGM), Volume 4174, page 142--151 - Sep 2006