Jan Lellmann

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Venues

CoRR

SIAM J. Imaging Sci.

SSVM

J. Math. Imaging Vis.

Heidelberg University (PHD)

Education History

Heidelberg University

PHD

Publications

Temke Kohlbrandt, Jan Hendrik Moltz, Stefan Heldmann, Alessa Hering, Jan Lellmann
Joint Learning of Image Registration and Change Detection for Lung CT Images. Bildverarbeitung für die Medizin (2024)
Natacha Kuete Meli, Florian Mannel, Jan Lellmann
A Universal Quantum Algorithm for Weighted Maximum Cut and Ising Problems. CoRR (2023)
Danielle Bednarski, Jan Lellmann
Inverse Scale Space Iterations for Non-Convex Variational Problems: The Continuous and Discrete Case. J. Math. Imaging Vis. 65 (1) (2023)
Danielle Bednarski, Jan Lellmann
EmNeF: Neural Fields for Embedded Variational Problems in Imaging. SSVM (2023)
Natacha Kuete Meli, Florian Mannel, Jan Lellmann
A universal quantum algorithm for weighted maximum cut and Ising problems. Quantum Inf. Process. 22 (7) (2023)
Willem Diepeveen, Jan Lellmann, Ozan Öktem, Carola-Bibiane Schönlieb
Regularizing Orientation Estimation in Cryogenic Electron Microscopy Three-Dimensional Map Refinement through Measure-Based Lifting over Riemannian Manifolds. SIAM J. Imaging Sci. 16 (3) (2023)
Willem Diepeveen, Carlos Esteve-Yagüe, Jan Lellmann, Ozan Öktem, Carola-Bibiane Schönlieb
Riemannian geometry for efficient analysis of protein dynamics data. CoRR (2023)
Frederic Kanter, Jan Lellmann
A Flexible Meta Learning Model for Image Registration. MIDL (2022)
Natacha Luete Meli, Florian Mannel, Jan Lellmann
An Iterative Quantum Approach for Transformation Estimation from Point Sets. CVPR (2022)
Roland Haase, Stefan Heldmann, Jan Lellmann
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition. J. Math. Imaging Vis. 64 (2) (2022)
Danielle Bednarski, Jan Lellmann
Inverse Scale Space Iterations for Non-Convex Variational Problems: The Continuous and Discrete Case. CoRR (2022)
Danielle Bednarski, Jan Lellmann
Inverse Scale Space Iterations for Non-Convex Variational Problems Using Functional Lifting. CoRR (2021)
Jan Lellmann, Jan Modersitzki
Guest Editorial: Scale Space and Variational Methods. J. Math. Imaging Vis. 63 (2) (2021)
Willem Diepeveen, Jan Lellmann
An Inexact Semismooth Newton Method on Riemannian Manifolds with Application to Duality-Based Total Variation Denoising. SIAM J. Imaging Sci. 14 (4) (2021)
Danielle Bednarski, Jan Lellmann
Inverse Scale Space Iterations for Non-convex Variational Problems Using Functional Lifting. SSVM (2021)
Simone Parisotto, Jan Lellmann, Simon Masnou, Carola-Bibiane Schönlieb
Higher-Order Total Directional Variation: Imaging Applications. SIAM J. Imaging Sci. 13 (4) (2020)
Thomas Vogt, Roland Haase, Danielle Bednarski, Jan Lellmann
On the Connection between Dynamical Optimal Transport and Functional Lifting. CoRR (2020)
Roland Haase, Stefan Heldmann, Jan Lellmann
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition. CoRR (2020)
Daniel Budelmann, Lars König, Nils Papenberg, Jan Lellmann
Fully-Deformable 3D Image Registration in Two Seconds. Bildverarbeitung für die Medizin (2019)
Thomas Vogt, Jan Lellmann
Functional Liftings of Vectorial Variational Problems with Laplacian Regularization. SSVM (2019)
Thomas Vogt, Evgeny Strekalovskiy, Daniel Cremers, Jan Lellmann
Lifting methods for manifold-valued variational problems. CoRR (2019)
Veronica Corona, Jan Lellmann, Peter J. Nestor, Carola-Bibiane Schoenlieb, Julio Acosta-Cabronero
A multi-contrast MRI approach to thalamus segmentation. CoRR (2018)
Thomas Vogt, Jan Lellmann
Measure-Valued Variational Models with Applications to Diffusion-Weighted Imaging. J. Math. Imaging Vis. 60 (9) (2018)
Lars König, Jan Rühaak, Alexander Derksen, Jan Lellmann
A matrix-free approach to parallel and memory-efficient deformable image registration. CoRR (2018)
Yury Korolev, Jan Lellmann
Image Reconstruction with Imperfect Forward Models and Applications in Deblurring. SIAM J. Imaging Sci. 11 (1) (2018)
Lars König, Jan Rühaak, Alexander Derksen, Jan Lellmann
A Matrix-Free Approach to Parallel and Memory-Efficient Deformable Image Registration. SIAM J. Sci. Comput. 40 (3) (2018)
Daniel Budelmann, Lars König, Nils Papenberg, Jan Lellmann
Fully-deformable 3D image registration in two seconds. CoRR (2018)
Thomas Vogt, Jan Lellmann
An Optimal Transport-Based Restoration Method for Q-Ball Imaging. SSVM (2017)
Juheon Lee, David Coomes, Carola-Bibiane Schönlieb, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft
A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery. CoRR (2017)
Yury Korolev, Jan Lellmann
Image reconstruction with imperfect forward models and applications in deblurring. CoRR (2017)
Emanuel Laude, Thomas Möllenhoff, Michael Möller, Jan Lellmann, Daniel Cremers
Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies. CoRR (2016)
Thomas Möllenhoff, Emanuel Laude, Michael Möller, Jan Lellmann, Daniel Cremers
Sublabel-Accurate Relaxation of Nonconvex Energies. CVPR (2016)
Emanuel Laude, Thomas Möllenhoff, Michael Möller, Jan Lellmann, Daniel Cremers
Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies. ECCV (1) (2016)
Juheon Lee, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft, Carola-Bibiane Schönlieb, David A. Coomes
Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Jan Lellmann, Konstantinos Papafitsoros, Carola Schönlieb, Daniel Spector
Analysis and Application of a Nonlocal Hessian. SIAM J. Imaging Sci. 8 (4) (2015)
Thomas Möllenhoff, Emanuel Laude, Michael Möller, Jan Lellmann, Daniel Cremers
Sublabel-Accurate Relaxation of Nonconvex Energies. CoRR (2015)
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) (2015)
Jan Lellmann, Dirk A. Lorenz, Carola Schönlieb, Tuomo Valkonen
Imaging with Kantorovich-Rubinstein discrepancy. CoRR (2014)
Jan Lellmann, Dirk A. Lorenz, Carola-Bibiane Schönlieb, Tuomo Valkonen
Imaging with Kantorovich-Rubinstein Discrepancy. SIAM J. Imaging Sci. 7 (4) (2014)
Frank Lenzen, Jan Lellmann, Florian Becker, Christoph Schnörr
Solving Quasi-Variational Inequalities for Image Restoration with Adaptive Constraint Sets. SIAM J. Imaging Sci. 7 (4) (2014)
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 (2014)
Frank Lenzen, Jan Lellmann, Florian Becker, Christoph Schnörr
Solving QVIs for Image Restoration with Adaptive Constraint Sets. CoRR (2014)
Frank Lenzen, Florian Becker, Jan Lellmann
Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities. SSVM (2013)
Jan Lellmann, Frank Lenzen, Christoph Schnörr
Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem. J. Math. Imaging Vis. 47 (3) (2013)
Frank Lenzen, Florian Becker, Jan Lellmann, Stefania Petra, Christoph Schnörr
A class of quasi-variational inequalities for adaptive image denoising and decomposition. Comput. Optim. Appl. 54 (2) (2013)
Dirk Breitenreicher, Jan Lellmann, Christoph Schnörr
COAL: a generic modelling and prototyping framework for convex optimization problems of variational image analysis. Optim. Methods Softw. 28 (5) (2013)
Jan Lellmann, Björn Lellmann, Florian Widmann, Christoph Schnörr
Discrete and Continuous Models for Partitioning Problems. Int. J. Comput. Vis. 104 (3) (2013)
Jan Lellmann, Evgeny Strekalovskiy, Sabrina Koetter, Daniel Cremers
Total Variation Regularization for Functions with Values in a Manifold. ICCV (2013)
Egil Bae, Jan Lellmann, Xue-Cheng Tai
Convex Relaxations for a Generalized Chan-Vese Model. EMMCVPR (2013)
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)
Jan Lellmann, Jean-Michel Morel, Carola-Bibiane Schönlieb
Anisotropic Third-Order Regularization for Sparse Digital Elevation Models. SSVM (2013)
Frank Lenzen, Florian Becker, Jan Lellmann, Stefania Petra, Christoph Schnörr
Variational Image Denoising with Adaptive Constraint Sets. SSVM (2011)
Jan Lellmann, Christoph Schnörr
Continuous Multiclass Labeling Approaches and Algorithms. SIAM J. Imaging Sci. 4 (4) (2011)
Jan Lellmann, Christoph Schnörr
Continuous Multiclass Labeling Approaches and Algorithms CoRR (2011)
Jan Lellmann, Frank Lenzen, Christoph Schnörr
Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem. EMMCVPR (2011)
Dirk Breitenreicher, Jan Lellmann, Christoph Schnörr
Sparse Template-Based variational Image Segmentation. Adv. Data Sci. Adapt. Anal. 3 (1-2) (2011)
Jan Lellmann, Frank Lenzen, Christoph Schnörr
Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem CoRR (2011)
Jan Lellmann, Dirk Breitenreicher, Christoph Schnörr
Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision. ECCV (2) (2010)
Jan Lellmann, Florian Becker, Christoph Schnörr
Convex optimization for multi-class image labeling with a novel family of total variation based regularizers. ICCV (2009)
Jan Lellmann, Jörg H. Kappes, Jing Yuan, Florian Becker, Christoph Schnörr
Convex Multi-class Image Labeling by Simplex-Constrained Total Variation. SSVM (2009)
Jan Lellmann, Jonathan Balzer, Andreas Rieder, Jürgen Beyerer
Shape from Specular Reflection and Optical Flow. Int. J. Comput. Vis. 80 (2) (2008)
Jan Christian Albiez, Björn Giesler, Jan Lellmann, Johann Marius Zöllner, Rüdiger Dillmann
Virtual Immersion for Tele-Controlling a Hexapod Robot. CLAWAR (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jan Lellmann