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ORCIDBjoern Andres
Björn Andres
Person information
- affiliation: TU Dresden, Germany
- affiliation (former): Max Planck Institute for Informatics, Germany
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Books and Theses
- 2011
[b1]Bjoern Andres:
Automated Segmentation of Large 3D Images of Nervous Systems Using a Higher-order Graphical Model. Heidelberg University, Germany, 2011
Journal Articles
- 2023
- [j8]Bjoern Andres
, Silvia Di Gregorio, Jannik Irmai, Jan-Hendrik Lange:
A polyhedral study of lifted multicuts. Discret. Optim. 47: 100757 (2023) - [j7]Evgeny Levinkov, Amirhossein Kardoost, Bjoern Andres, Margret Keuper:
Higher-Order Multicuts for Geometric Model Fitting and Motion Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 608-622 (2023) - 2020
- [j6]Margret Keuper, Siyu Tang, Bjoern Andres, Thomas Brox, Bernt Schiele:
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 140-153 (2020) - 2018
- [j5]Markus Rempfler, Valentin Stierle, Konstantin Ditzel, Sanjeev Kumar, Philipp Paulitschke, Bjoern Andres, Bjoern H. Menze:
Tracing cell lineages in videos of lens-free microscopy. Medical Image Anal. 48: 147-161 (2018) - 2016
- [j4]Engin Türetken, Fethallah Benmansour, Björn Andres, Przemyslaw Glowacki, Hanspeter Pfister, Pascal Fua:
Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming. IEEE Trans. Pattern Anal. Mach. Intell. 38(12): 2515-2530 (2016) - 2015
- [j3]Jörg H. Kappes, Björn Andres, Fred A. Hamprecht, Christoph Schnörr, Sebastian Nowozin, Dhruv Batra, Sungwoong Kim, Bernhard X. Kausler, Thorben Kröger, Jan Lellmann, Nikos Komodakis, Bogdan Savchynskyy, Carsten Rother:
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems. Int. J. Comput. Vis. 115(2): 155-184 (2015) - [j2]Markus Rempfler, Matthias Schneider, Giovanna D. Ielacqua, Xianghui Xiao, Stuart R. Stock, Jan Klohs, Gábor Székely, Bjoern Andres, Bjoern H. Menze:
Reconstructing cerebrovascular networks under local physiological constraints by integer programming. Medical Image Anal. 25(1): 86-94 (2015) - 2012
- [j1]Björn Andres, Ullrich Köthe, Thorben Kröger, Moritz Helmstaedter, Kevin L. Briggman, Winfried Denk, Fred A. Hamprecht:
3D segmentation of SBFSEM images of neuropil by a graphical model over supervoxel boundaries. Medical Image Anal. 16(4): 796-805 (2012)
Conference and Workshop Papers
- 2023
- [c48]David Stein, Bjoern Andres:
Correlation Clustering of Bird Sounds. DAGM 2023: 508-523 - [c47]David Stein, Silvia Di Gregorio, Bjoern Andres:
Partial Optimality in Cubic Correlation Clustering. ICML 2023: 32598-32617 - [c46]Anjany Sekuboyina, Jannik Irmai, Suprosanna Shit, Jan Kirschke, Bjoern Andres, Bjoern H. Menze:
Pushing the Limits of an FCN and A CRF Towards Near-Ideal Vertebrae Labelling. ISBI 2023: 1-5 - 2020
- [c45]Jan-Hendrik Lange, Björn Andres:
On the Lifted Multicut Polytope for Trees. GCPR 2020: 360-372 - 2019
- [c44]Jan-Hendrik Lange, Bjoern Andres, Paul Swoboda:
Combinatorial Persistency Criteria for Multicut and Max-Cut. CVPR 2019: 6093-6102 - [c43]Jie Song, Bjoern Andres, Michael J. Black, Otmar Hilliges, Siyu Tang:
End-to-End Learning for Graph Decomposition. ICCV 2019: 10092-10101 - 2018
- [c42]Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer, Csaba Domokos, Laura Leal-Taixé, Frank R. Schmidt, Bjoern Andres, Daniel Cremers:
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs. CVPR 2018: 1614-1624 - [c41]Jan-Hendrik Lange, Andreas Karrenbauer, Bjoern Andres:
Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering. ICML 2018: 2898-2907 - 2017
- [c40]Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele:
ArtTrack: Articulated Multi-Person Tracking in the Wild. CVPR 2017: 1293-1301 - [c39]Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres:
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. CVPR 2017: 1904-1912 - [c38]Siyu Tang, Mykhaylo Andriluka, Bjoern Andres, Bernt Schiele:
Multiple People Tracking by Lifted Multicut and Person Re-identification. CVPR 2017: 3701-3710 - [c37]Paul Swoboda, Bjoern Andres:
A Message Passing Algorithm for the Minimum Cost Multicut Problem. CVPR 2017: 4990-4999 - [c36]Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother:
InstanceCut: From Edges to Instances with MultiCut. CVPR 2017: 7322-7331 - [c35]Evgeny Levinkov, Alexander Kirillov, Bjoern Andres:
A Comparative Study of Local Search Algorithms for Correlation Clustering. GCPR 2017: 103-114 - [c34]Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres:
Efficient Algorithms for Moral Lineage Tracing. ICCV 2017: 4705-4714 - [c33]Andrea Hornáková, Jan-Hendrik Lange, Bjoern Andres:
Analysis and Optimization of Graph Decompositions by Lifted Multicuts. ICML 2017: 1539-1548 - [c32]Markus Rempfler, Sanjeev Kumar, Valentin Stierle, Philipp Paulitschke, Bjoern Andres, Bjoern H. Menze:
Cell Lineage Tracing in Lens-Free Microscopy Videos. MICCAI (2) 2017: 3-11 - [c31]Markus Rempfler, Bjoern Andres, Bjoern H. Menze:
Uncertainty Estimation in Vascular Networks. GRAIL/MFCA/MICGen@MICCAI 2017: 42-52 - 2016
- [c30]Loïc Alain Royer, David L. Richmond, Carsten Rother, Bjoern Andres, Dagmar Kainmueller:
Convexity Shape Constraints for Image Segmentation. CVPR 2016: 402-410 - [c29]Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele:
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation. CVPR 2016: 4929-4937 - [c28]Florian Jug, Evgeny Levinkov, Corinna Blasse, Eugene W. Myers, Bjoern Andres:
Moral Lineage Tracing. CVPR 2016: 5926-5935 - [c27]Iaroslav Shcherbatyi, Bjoern Andres:
Convexification of Learning from Constraints. GCPR 2016: 79-90 - [c26]Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model. ECCV (6) 2016: 34-50 - [c25]Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
Multi-person Tracking by Multicut and Deep Matching. ECCV Workshops (2) 2016: 100-111 - [c24]Thorsten Beier, Björn Andres, Ullrich Köthe, Fred A. Hamprecht:
An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem. ECCV (2) 2016: 715-730 - [c23]Markus Rempfler, Bjoern Andres, Bjoern H. Menze:
The Minimum Cost Connected Subgraph Problem in Medical Image Analysis. MICCAI (3) 2016: 397-405 - [c22]Evgeny Levinkov, James Tompkin, Nicolas Bonneel, Steffen Kirchhoff, Bjoern Andres, Hanspeter Pfister:
Interactive Multicut Video Segmentation. PG (Short Papers) 2016: 33-38 - 2015
- [c21]Markus Rempfler, Matthias Schneider, Giovanna D. Ielacqua, Tim Sprenger, Xianghui Xiao, Stuart R. Stock, Jan Klohs, Gábor Székely, Bjoern Andres, Bjoern H. Menze:
Rekonstruktion zerebraler Gefässnetzwerke aus in-vivo μMRA mittels physiologischem Vorwissen zur lokalen Gefässgeometrie. Bildverarbeitung für die Medizin 2015: 161-166 - [c20]Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
Subgraph decomposition for multi-target tracking. CVPR 2015: 5033-5041 - [c19]Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavoué, Thomas Brox, Bjoern Andres:
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts. ICCV 2015: 1751-1759 - [c18]Margret Keuper, Bjoern Andres, Thomas Brox:
Motion Trajectory Segmentation via Minimum Cost Multicuts. ICCV 2015: 3271-3279 - 2014
- [c17]Jan Funke, Julien N. P. Martel, Stephan Gerhard, Björn Andres, Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber, Hanspeter Pfister, Albert Cardona, Matthew Cook:
Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes. MICCAI (1) 2014: 17-24 - [c16]Markus Rempfler, Matthias Schneider, Giovanna D. Ielacqua, Xianghui Xiao, Stuart R. Stock, Jan Klohs, Gábor Székely, Bjoern Andres, Bjoern H. Menze:
Extracting Vascular Networks under Physiological Constraints via Integer Programming. MICCAI (2) 2014: 505-512 - 2013
- [c15]Jörg H. Kappes, Björn Andres, Fred A. Hamprecht, Christoph Schnörr, Sebastian Nowozin, Dhruv Batra, Sungwoong Kim, Bernhard X. Kausler, Jan Lellmann, Nikos Komodakis, Carsten Rother:
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems. CVPR 2013: 1328-1335 - [c14]Engin Türetken, Fethallah Benmansour, Björn Andres, Hanspeter Pfister, Pascal Fua:
Reconstructing Loopy Curvilinear Structures Using Integer Programming. CVPR 2013: 1822-1829 - [c13]Björn Andres, Julian Yarkony, B. S. Manjunath, Steffen Kirchhoff, Engin Türetken, Charless C. Fowlkes, Hanspeter Pfister:
Segmenting Planar Superpixel Adjacency Graphs w.r.t. Non-planar Superpixel Affinity Graphs. EMMCVPR 2013: 266-279 - 2012
- [c12]Jan Funke, Björn Andres, Fred A. Hamprecht, Albert Cardona, Matthew Cook:
Efficient automatic 3D-reconstruction of branching neurons from EM data. CVPR 2012: 1004-1011 - [c11]Bernhard X. Kausler, Martin Schiegg, Björn Andres, Martin S. Lindner, Ullrich Köthe, Heike Leitte, Jochen Wittbrodt, Lars Hufnagel, Fred A. Hamprecht:
A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness. ECCV (3) 2012: 144-157 - [c10]Björn Andres, Jörg H. Kappes, Thorsten Beier, Ullrich Köthe, Fred A. Hamprecht:
The Lazy Flipper: Efficient Depth-Limited Exhaustive Search in Discrete Graphical Models. ECCV (7) 2012: 154-166 - [c9]Björn Andres, Thorben Kröger, Kevin L. Briggman, Winfried Denk, Natalya Korogod, Graham Knott, Ullrich Köthe, Fred A. Hamprecht:
Globally Optimal Closed-Surface Segmentation for Connectomics. ECCV (3) 2012: 778-791 - 2011
- [c8]Jörg H. Kappes, Markus Speth, Björn Andres, Gerhard Reinelt, Christoph Schnörr:
Globally Optimal Image Partitioning by Multicuts. EMMCVPR 2011: 31-44 - [c7]Björn Andres, Jörg H. Kappes, Thorsten Beier, Ullrich Köthe, Fred A. Hamprecht:
Probabilistic image segmentation with closedness constraints. ICCV 2011: 2611-2618 - 2010
- [c6]Björn Andres, Jörg H. Kappes, Ullrich Köthe, Christoph Schnörr, Fred A. Hamprecht:
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM. DAGM-Symposium 2010: 353-362 - [c5]Ullrich Köthe, Björn Andres, Thorben Kröger, Fred A. Hamprecht:
Geometric Analysis of 3D Electron Microscopy Data. WADGMM 2010: 93-108 - 2009
- [c4]Björn Andres, Ullrich Köthe, Andreea Bonea, Boaz Nadler, Fred A. Hamprecht:
Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times. DAGM-Symposium 2009: 502-511 - 2008
- [c3]Björn Andres, Claudia Kondermann, Daniel Kondermann, Ullrich Köthe, Fred A. Hamprecht, Christoph S. Garbe:
On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation. CVPR 2008 - [c2]Björn Andres, Ullrich Köthe, Moritz Helmstaedter, Winfried Denk, Fred A. Hamprecht:
Segmentation of SBFSEM Volume Data of Neural Tissue by Hierarchical Classification. DAGM-Symposium 2008: 142-152 - 2007
- [c1]Björn Andres, Fred A. Hamprecht, Christoph S. Garbe:
Selection of Local Optical Flow Models by Means of Residual Analysis. DAGM-Symposium 2007: 72-81
Editorship
- 2022
- [e3]Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke:
Pattern Recognition - 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, Proceedings. Lecture Notes in Computer Science 13485, Springer 2022, ISBN 978-3-031-16787-4 [contents] - 2021
- [e2]Bjoern Andres, Marcel Campen, Michael Sedlmair:
26th International Symposium on Vision, Modeling, and Visualization, VMV 2021, Virtual Event / Technische Universität Dresden, Germany, September 27-28, 2021. Eurographics Association 2021 [contents] - 2016
- [e1]Bodo Rosenhahn, Bjoern Andres:
Pattern Recognition - 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings. Lecture Notes in Computer Science 9796, Springer 2016, ISBN 978-3-319-45885-4 [contents]
Informal and Other Publications
- 2024
- [i33]Lucas Fabian Naumann, Jannik Irmai, Shengxian Zhao, Bjoern Andres:
Cut Facets and Cube Facets of Lifted Multicut Polytopes. CoRR abs/2402.16814 (2024) - [i32]Jannik Presberger, Rashmiparvathi Keshara, David Stein, Yung Hae Kim, Anne Grapin-Botton, Bjoern Andres:
Correlation Clustering of Organoid Images. CoRR abs/2403.13376 (2024) - 2023
- [i31]David Stein, Silvia Di Gregorio, Bjoern Andres:
Partial Optimality in Cubic Correlation Clustering. CoRR abs/2302.04694 (2023) - [i30]David Stein, Bjoern Andres:
Correlation Clustering of Bird Sounds. CoRR abs/2306.09906 (2023) - [i29]Jannik Irmai, Shengxian Zhao, Jannik Presberger, Bjoern Andres:
A Graph Multi-separator Problem for Image Segmentation. CoRR abs/2307.04592 (2023) - [i28]Holger Heidrich, Jannik Irmai, Bjoern Andres:
A 4-approximation algorithm for min max correlation clustering. CoRR abs/2310.09196 (2023) - 2022
- [i27]Bjoern Andres, Silvia Di Gregorio, Jannik Irmai, Jan-Hendrik Lange:
A Polyhedral Study of Lifted Multicuts. CoRR abs/2202.08068 (2022) - 2021
- [i26]David Stein, Bjoern Andres:
Inapproximability of Minimizing a Pair of DNFs or Binary Decision Trees Defining a Partial Boolean Function. CoRR abs/2102.04703 (2021) - 2018
- [i25]Jie Song, Bjoern Andres, Michael J. Black, Otmar Hilliges, Siyu Tang:
End-to-end Learning for Graph Decomposition. CoRR abs/1812.09737 (2018) - 2017
- [i24]Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres:
Efficient Algorithms for Moral Lineage Tracing. CoRR abs/1702.04111 (2017) - [i23]Emanuel Laude, Jan-Hendrik Lange, Frank R. Schmidt, Bjoern Andres, Daniel Cremers:
Discrete-Continuous Splitting for Weakly Supervised Learning. CoRR abs/1705.05020 (2017) - [i22]Jan-Hendrik Lange, Bjoern Andres:
Decomposition of Trees and Paths via Correlation. CoRR abs/1706.06822 (2017) - 2016
- [i21]Iaroslav Shcherbatyi, Bjoern Andres:
Convexification of Learning from Constraints. CoRR abs/1602.06746 (2016) - [i20]Eldar Insafutdinov, Leonid Pishchulin, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model. CoRR abs/1605.03170 (2016) - [i19]Markus Rempfler, Bjoern Andres, Bjoern H. Menze:
The Minimum Cost Connected Subgraph Problem in Medical Image Analysis. CoRR abs/1606.06135 (2016) - [i18]Margret Keuper, Siyu Tang, Zhongjie Yu, Bjoern Andres, Thomas Brox, Bernt Schiele:
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. CoRR abs/1607.06317 (2016) - [i17]Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Bernt Schiele:
Multi-Person Tracking by Multicut and Deep Matching. CoRR abs/1608.05404 (2016) - [i16]Evgeny Levinkov, Siyu Tang, Eldar Insafutdinov, Bjoern Andres:
Joint Graph Decomposition and Node Labeling by Local Search. CoRR abs/1611.04399 (2016) - [i15]Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother:
InstanceCut: from Edges to Instances with MultiCut. CoRR abs/1611.08272 (2016) - [i14]Eldar Insafutdinov, Mykhaylo Andriluka, Leonid Pishchulin, Siyu Tang, Evgeny Levinkov, Bjoern Andres, Bernt Schiele:
Articulated Multi-person Tracking in the Wild. CoRR abs/1612.01465 (2016) - [i13]Paul Swoboda, Bjoern Andres:
A Message Passing Algorithm for the Minimum Cost Multicut Problem. CoRR abs/1612.05441 (2016) - 2015
- [i12]Bjoern Andres:
Lifting of Multicuts. CoRR abs/1503.03791 (2015) - [i11]Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavoué, Thomas Brox, Bjoern Andres:
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts. CoRR abs/1505.06973 (2015) - [i10]Loïc Alain Royer, David L. Richmond, Carsten Rother, Björn Andres, Dagmar Kainmüller:
Convexity Shape Constraints for Image Segmentation. CoRR abs/1509.02122 (2015) - [i9]Florian Jug, Evgeny Levinkov, Corinna Blasse, Eugene W. Myers, Bjoern Andres:
Moral Lineage Tracing. CoRR abs/1511.05512 (2015) - [i8]Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V. Gehler, Bernt Schiele:
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation. CoRR abs/1511.06645 (2015) - 2014
- [i7]Jörg H. Kappes, Björn Andres, Fred A. Hamprecht, Christoph Schnörr, Sebastian Nowozin, Dhruv Batra, Sungwoong Kim, Bernhard X. Kausler, Thorben Kröger, Jan Lellmann, Nikos Komodakis, Bogdan Savchynskyy, Carsten Rother:
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems. CoRR abs/1404.0533 (2014) - [i6]Lizhen Qu, Bjoern Andres:
Estimating Maximally Probable Constrained Relations by Mathematical Programming. CoRR abs/1408.0838 (2014) - 2012
- [i5]Björn Andres, Thorsten Beier, Jörg H. Kappes:
OpenGM: A C++ Library for Discrete Graphical Models. CoRR abs/1206.0111 (2012) - 2011
- [i4]Jan Funke, Björn Andres, Fred A. Hamprecht, Albert Cardona, Matthew Cook:
Multi-Hypothesis CRF-Segmentation of Neural Tissue in Anisotropic EM Volumes. CoRR abs/1109.2449 (2011) - 2010
- [i3]Björn Andres, Ullrich Köthe, Thorben Kröger, Fred A. Hamprecht:
Runtime-Flexible Multi-dimensional Arrays and Views for C++98 and C++0x. CoRR abs/1008.2909 (2010) - [i2]Björn Andres, Jörg H. Kappes, Ullrich Köthe, Fred A. Hamprecht:
The Lazy Flipper: MAP Inference in Higher-Order Graphical Models by Depth-limited Exhaustive Search. CoRR abs/1009.4102 (2010) - [i1]Björn Andres, Ullrich Köthe, Thorben Kröger, Fred A. Hamprecht:
How to Extract the Geometry and Topology from Very Large 3D Segmentations. CoRR abs/1009.6215 (2010)
Coauthor Index
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