Bjoern Andres

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A 4-Approximation Algorithm for Min Max Correlation Clustering.

[BibT_eX]

[DOI]

Holger S. G. Heidrich

Jannik Irmai

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

A polyhedral study of lifted multicuts.

[BibT_eX]

[DOI]

Discret. Optim., February, 2023

Higher-Order Multicuts for Geometric Model Fitting and Motion Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

A Graph Multi-separator Problem for Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Pushing the Limits of an FCN and A CRF Towards Near-Ideal Vertebrae Labelling.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Partial Optimality in Cubic Correlation Clustering.

[BibT_eX]

[DOI]

Silvia Di Gregorio

Proceedings of the International Conference on Machine Learning, 2023

Correlation Clustering of Bird Sounds.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2021

Inapproximability of Minimizing a Pair of DNFs or Binary Decision Trees Defining a Partial Boolean Function.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

On the Lifted Multicut Polytope for Trees.

[BibT_eX]

[DOI]

Björn Andres

Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020

2019

End-to-End Learning for Graph Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Combinatorial Persistency Criteria for Multicut and Max-Cut.

[BibT_eX]

[DOI]

Paul Swoboda

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Tracing cell lineages in videos of lens-free microscopy.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering.

[BibT_eX]

[DOI]

Andreas Karrenbauer

Proceedings of the 35th International Conference on Machine Learning, 2018

Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Discrete-Continuous Splitting for Weakly Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Decomposition of Trees and Paths via Correlation.

[BibT_eX]

[DOI]

CoRR, 2017

Cell Lineage Tracing in Lens-Free Microscopy Videos.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Uncertainty Estimation in Vascular Networks.

[BibT_eX]

[DOI]

Markus Rempfler

Bjoern H. Menze

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

Analysis and Optimization of Graph Decompositions by Lifted Multicuts.

[BibT_eX]

[DOI]

Andrea Hornáková

Proceedings of the 34th International Conference on Machine Learning, 2017

Efficient Algorithms for Moral Lineage Tracing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

A Comparative Study of Local Search Algorithms for Correlation Clustering.

[BibT_eX]

[DOI]

Evgeny Levinkov

Alexander Kirillov

Proceedings of the Pattern Recognition - 39th German Conference, 2017

Multiple People Tracking by Lifted Multicut and Person Re-identification.

[BibT_eX]

[DOI]

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

A Message Passing Algorithm for the Minimum Cost Multicut Problem.

[BibT_eX]

[DOI]

Paul Swoboda

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

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications.

[BibT_eX]

[DOI]

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

InstanceCut: From Edges to Instances with MultiCut.

[BibT_eX]

[DOI]

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

ArtTrack: Articulated Multi-Person Tracking in the Wild.

[BibT_eX]

[DOI]

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

2016

Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Joint Graph Decomposition and Node Labeling by Local Search.

[BibT_eX]

[DOI]

CoRR, 2016

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects.

[BibT_eX]

[DOI]

CoRR, 2016

Articulated Multi-person Tracking in the Wild.

[BibT_eX]

[DOI]

CoRR, 2016

Interactive Multicut Video Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 24th Pacific Conference on Computer Graphics and Applications, 2016

The Minimum Cost Connected Subgraph Problem in Medical Image Analysis.

[BibT_eX]

[DOI]

Markus Rempfler

Bjoern H. Menze

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Multi-person Tracking by Multicut and Deep Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Convexification of Learning from Constraints.

[BibT_eX]

[DOI]

Iaroslav Shcherbatyi

Proceedings of the Pattern Recognition - 38th German Conference, 2016

Convexity Shape Constraints for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Moral Lineage Tracing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Reconstructing cerebrovascular networks under local physiological constraints by integer programming.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Lifting of Multicuts.

[BibT_eX]

[DOI]

CoRR, 2015

Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Motion Trajectory Segmentation via Minimum Cost Multicuts.

[BibT_eX]

[DOI]

Margret Keuper

Thomas Brox

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Subgraph decomposition for multi-target tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Rekonstruktion zerebraler Gefässnetzwerke aus in-vivo <i>μ</i>MRA mittels physiologischem Vorwissen zur lokalen Gefässgeometrie.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014

Estimating Maximally Probable Constrained Relations by Mathematical Programming.

[BibT_eX]

[DOI]

Lizhen Qu

CoRR, 2014

Extracting Vascular Networks under Physiological Constraints via Integer Programming.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes.

[BibT_eX]

[DOI]

Luca Maria Gambardella

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Segmenting Planar Superpixel Adjacency Graphs w.r.t. Non-planar Superpixel Affinity Graphs.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

Reconstructing Loopy Curvilinear Structures Using Integer Programming.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

3D segmentation of SBFSEM images of neuropil by a graphical model over supervoxel boundaries.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

OpenGM: A C++ Library for Discrete Graphical Models

[BibT_eX]

[DOI]

Björn Andres

Thorsten Beier

Jörg H. Kappes

CoRR, 2012

A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

The Lazy Flipper: Efficient Depth-Limited Exhaustive Search in Discrete Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Globally Optimal Closed-Surface Segmentation for Connectomics.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Efficient automatic 3D-reconstruction of branching neurons from EM data.

[BibT_eX]

[DOI]

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

2011

Automated Segmentation of Large 3D Images of Nervous Systems Using a Higher-order Graphical Model

[BibT_eX]

[DOI]