Remco Duits

According to our database, Remco Duits authored at least 84 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking.

Nick J. van de Berg, Bart M. N. Smets, Gautam Pai, Jean-Marie Mirebeau, Remco Duits

J. Math. Imaging Vis., April, 2024

Semiring Activation in Neural Networks.

Bart M. N. Smets, Peter D. Donker, Jim Portegies, Remco Duits

CoRR, 2024

Segmentation tool for images of cracks.

Andrii Kompanets, Remco Duits, Davide Leonetti, Nicky van den Berg, H. H. Snijder

CoRR, 2024

Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges.

Andrii Kompanets, Gautam Pai, Remco Duits, Davide Leonetti, Bert Snijder

CoRR, 2024

PDE-CNNs: Axiomatic Derivations and Applications.

Gijs Bellaard, Sei Sakata, Bart M. N. Smets, Remco Duits

CoRR, 2024

Optimal Transport on the Lie Group of Roto-translations.

Daan L. J. Bon, Gautam Pai, Gijs Bellaard, Olga Mula, Remco Duits

CoRR, 2024

2023

Analysis of (sub-)Riemannian PDE-G-CNNs.

Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits

J. Math. Imaging Vis., December, 2023

PDE-Based Group Equivariant Convolutional Neural Networks.

Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits

J. Math. Imaging Vis., January, 2023

Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2).

Nick J. van de Berg, Shuhe Zhang, Bart M. N. Smets, Tos T. J. M. Berendschot, Remco Duits

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Geometric Adaptations of PDE-G-CNNs.

Gijs Bellaard, Gautam Pai, Javier Oliván Bescós, Remco Duits

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks.

Gautam Pai, Gijs Bellaard, Bart M. N. Smets, Remco Duits

Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2021

Lesion Segmentation in Ultrasound Using Semi-Pixel-Wise Cycle Generative Adversarial Nets.

Jie Xing, Zheren Li, Biyuan Wang, Yuji Qi, Bingbin Yu, Farhad Ghazvinian Zanjani, Aiwen Zheng, Remco Duits, Tao Tan

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Roto-translation equivariant convolutional networks: Application to histopathology image analysis.

Maxime W. Lafarge, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Mitko Veta

Medical Image Anal., 2021

Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations.

Bart M. N. Smets, Jim Portegies, Etienne St-Onge, Remco Duits

J. Math. Imaging Vis., 2021

Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations.

Remco Duits, Bart M. N. Smets, Erik J. Bekkers, Jim Portegies

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

2019

Fourier Transform on the Homogeneous Space of 3D Positions and Orientations for Exact Solutions to Linear PDEs.

Remco Duits, Erik J. Bekkers, Alexey Mashtakov

Entropy, 2019

Automated Segmentation of Lesions in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets.

Jie Xing, Zheren Li, Biyuan Wang, Bingbin Yu, Farhad Ghazvinian Zanjani, Aiwen Zheng, Remco Duits, Tao Tan

CoRR, 2019

Total Variation and Mean Curvature PDEs on the Space of Positions and Orientations.

Remco Duits, Etienne St-Onge, Jim Portegies, Bart M. N. Smets

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

2018

Template Matching via Densities on the Roto-Translation Group.

Erik J. Bekkers, Marco Loog, Bart M. ter Haar Romeny, Remco Duits

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Design and Processing of Invertible Orientation Scores of 3D Images.

Michiel Janssen, A. J. E. M. Janssen, Erik J. Bekkers, Javier Oliván Bescós, Remco Duits

J. Math. Imaging Vis., 2018

Optimal Paths for Variants of the 2D and 3D Reeds-Shepp Car with Applications in Image Analysis.

Remco Duits, Stephan P. L. Meesters, Jean-Marie Mirebeau, Jorg M. Portegies

J. Math. Imaging Vis., 2018

Differential Geometry and Orientation Analysis in Image Processing.

Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz

J. Math. Imaging Vis., 2018

Roto-Translation Covariant Convolutional Networks for Medical Image Analysis.

Erik J. Bekkers, Maxime W. Lafarge, Mitko Veta, Koen A. J. Eppenhof, Josien P. W. Pluim, Remco Duits

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Tracking of Lines in Spherical Images via Sub-Riemannian Geodesics in SO(3).

Alexey Mashtakov, Remco Duits, Yuri Sachkov, Erik J. Bekkers, Ivan Beschastnyi

J. Math. Imaging Vis., 2017

Design and Processing of Invertible Orientation Scores of 3D Images for Enhancement of Complex Vasculature.

Michiel H. J. Janssen, A. J. E. M. Janssen, Erik J. Bekkers, Javier Oliván Bescós, Remco Duits

CoRR, 2017

Retrieving challenging vessel connections in retinal images by line co-occurrence statistics.

Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny

Biol. Cybern., 2017

The Hessian of Axially Symmetric Functions on SE(3) and Application in 3D Image Analysis.

Michiel H. J. Janssen, Tom C. J. Dela Haije, Frank C. Martin, Erik J. Bekkers, Remco Duits

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

Vessel Tracking via Sub-Riemannian Geodesics on the Projective Line Bundle.

Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Yuri Sachkov

Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores.

Jiong Zhang, Behdad Dashtbozorg, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Bart M. ter Haar Romeny

IEEE Trans. Medical Imaging, 2016

Brain-inspired algorithms for retinal image analysis.

Bart M. ter Haar Romeny, Erik J. Bekkers, Jiong Zhang, Samaneh Abbasi-Sureshjani, Fan Huang, Remco Duits, Behdad Dashtbozorg, Tos Berendschot, Iris Smit-Ockeloen, Koen A. J. Eppenhof, Jinghan Feng, Julius Hannink, Jan Schouten, Mengmeng Tong, Hanhui Wu, Han J. W. van Triest, Shanshan Zhu, Dali Chen, Wei He, Ling Xu, Ping Han, Yan Kang

Mach. Vis. Appl., 2016

Locally Adaptive Frames in the Roto-Translation Group and Their Applications in Medical Imaging.

Remco Duits, Michiel H. J. Janssen, Julius Hannink, Gonzalo R. Sanguinetti

J. Math. Imaging Vis., 2016

Template Matching on the Roto-Translation Group.

Erik J. Bekkers, Marco Loog, Bart M. ter Haar Romeny, Remco Duits

CoRR, 2016

2015

A PDE Approach to Data-Driven Sub-Riemannian Geodesics in SE(2).

Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Gonzalo R. Sanguinetti

SIAM J. Imaging Sci., 2015

Improving Fiber Alignment in HARDI by Combining Contextual PDE Flow with Constrained Spherical Deconvolution.

Jorg M. Portegies, Rutger Henri Jacques Fick, Gonzalo R. Sanguinetti, Stephan P. L. Meesters, Gabriel Girard, Remco Duits

CoRR, 2015

New Approximation of a Scale Space Kernel on SE(3) and Applications in Neuroimaging.

Jorg M. Portegies, Gonzalo R. Sanguinetti, Stephan P. L. Meesters, Remco Duits

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Invertible Orientation Scores of 3D Images.

Michiel Janssen, Remco Duits, Marcel Breeuwer

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Data-Driven Sub-Riemannian Geodesics in SE(2).

Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Gonzalo R. Sanguinetti

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

Sub-Riemannian Fast Marching in SE(2).

Gonzalo Sanguinetti, Erik J. Bekkers, Remco Duits, Michiel H. J. Janssen, Alexey Mashtakov, Jean-Marie Mirebeau

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Contextual Diffusion Image Post-processing Aids Clinical Applications.

Vesna Prckovska, Magí Andorrà, Pablo Villoslada, Eloy Martinez-Heras, Remco Duits, David Fortin, Paulo Reis Rodrigues, Maxime Descoteaux

Proceedings of the Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, 2015

2014

Association Fields via Cuspless Sub-Riemannian Geodesics in SE(2).

Remco Duits, Ugo V. Boscain, Francesco Rossi, Yuri Sachkov

J. Math. Imaging Vis., 2014

A Multi-Orientation Analysis Approach to Retinal Vessel Tracking.

Erik J. Bekkers, Remco Duits, Tos Berendschot, Bart M. ter Haar Romeny

J. Math. Imaging Vis., 2014

Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging.

Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny

CoRR, 2014

Vesselness via Multiple Scale Orientation Scores.

Julius Hannink, Remco Duits, Erik J. Bekkers

CoRR, 2014

Crossing-Preserving Multi-scale Vesselness.

Julius Hannink, Remco Duits, Erik J. Bekkers

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

Optic Nerve Head Detection via Group Correlations in Multi-orientation Transforms.

Erik J. Bekkers, Remco Duits, Bart M. ter Haar Romeny

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Training of Templates for Object Recognition in Invertible Orientation Scores: Application to Optic Nerve Head Detection in Retinal Images.

Erik J. Bekkers, Remco Duits, Marco Loog

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Sharpening Fibers in Diffusion Weighted MRI via Erosion.

Thomas C. J. Dela Haije, Remco Duits, Chantal M. W. Tax

Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014

2013

Erratum to: Morphological and Linear Scale Spaces for Fiber Enhancement in DW-MRI.

Remco Duits, Tom C. J. Dela Haije, Eric J. Creusen, Arpan Ghosh

J. Math. Imaging Vis., 2013

Morphological and Linear Scale Spaces for Fiber Enhancement in DW-MRI.

Remco Duits, Tom C. J. Dela Haije, Eric J. Creusen, Arpan Ghosh

J. Math. Imaging Vis., 2013

Direct Myocardial Strain Assessment from Frequency Estimation in Tagging MRI.

Hanne B. Kause, Olena G. Filatova, Remco Duits, L. C. Mark Bruurmijn, Andrea Fuster, Jos J. M. Westenberg, Luc Florack, Hans C. van Assen

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Myocardial Deformation from Local Frequency Estimation in Tagging MRI.

L. C. Mark Bruurmijn, Hanne B. Kause, Olena G. Filatova, Remco Duits, Andrea Fuster, Luc Florack, Hans C. van Assen

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012

A New Retinal Vessel Tracking Method Based on Orientation Scores

Erik J. Bekkers, Remco Duits, Bart M. ter Haar Romeny, Tos Berendschot

CoRR, 2012

Optimal control for reconstruction of curves without cusps.

Ugo V. Boscain, Remco Duits, Francesco Rossi, Yuri Sachkov

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Left Invariant Evolution Equations on Gabor Transforms.

Remco Duits, Hartmut Führ, Bart J. Janssen

Proceedings of the Mathematical Methods for Signal and Image Analysis and Representation, 2012

2011

Left-Invariant Diffusions on the Space of Positions and Orientations and their Application to Crossing-Preserving Smoothing of HARDI images.

Remco Duits, Erik Franken

Int. J. Comput. Vis., 2011

Fiber Enhancement in Diffusion-Weighted MRI.

Remco Duits, Tom C. J. Dela Haije, Arpan Ghosh, Eric J. Creusen, Anna Vilanova, Bart M. ter Haar Romeny

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Numerical Schemes for Linear and Non-linear Enhancement of DW-MRI.

Eric J. Creusen, Remco Duits, Tom C. J. Dela Haije

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Cardiac Motion Estimation Using Covariant Derivatives and Helmholtz Decomposition.

Alessandro Becciu, Remco Duits, Bart J. Janssen, Luc Florack, Hans C. van Assen

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

2010

Accelerated Diffusion Operators for Enhancing DW-MRI.

Paulo Reis Rodrigues, Remco Duits, Bart M. ter Haar Romeny, Anna Vilanova

Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2010

A Sobolev Norm Based Distance Measure for HARDI Clustering - A Feasibility Study on Phantom and Real Data.

Ellen J. L. Brunenberg, Remco Duits, Bart M. ter Haar Romeny, Bram Platel

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Linear Image Reconstruction by Sobolev Norms on the Bounded Domain.

Bart J. Janssen, Remco Duits

Int. J. Comput. Vis., 2009

Crossing-Preserving Coherence-Enhancing Diffusion on Invertible Orientation Scores.

Erik Franken, Remco Duits

Int. J. Comput. Vis., 2009

Coarse-to-Fine Image Reconstruction Based on Weighted Differential Features and Background Gauge Fields.

Bart J. Janssen, Remco Duits, Luc Florack

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Scale Spaces on the 3D Euclidean Motion Group for Enhancement of HARDI Data.

Erik Franken, Remco Duits

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Line Enhancement and Completion via Linear Left Invariant Scale Spaces on SE(2).

Remco Duits, Erik Franken

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

2007

Image Analysis and Reconstruction using a Wavelet Transform Constructed from a Reducible Representation of the Euclidean Motion Group.

Remco Duits, Michael Felsberg, Gösta H. Granlund, Bart M. ter Haar Romeny

Int. J. Comput. Vis., 2007

Linear Image Reconstruction by Sobolev Norms on the Bounded Domain.

Bart J. Janssen, Remco Duits, Bart M. ter Haar Romeny

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Nonlinear Diffusion on the 2D Euclidean Motion Group.

Erik Franken, Remco Duits, Bart M. ter Haar Romeny

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Scale Spaces on Lie Groups.

Remco Duits, Bernhard Burgeth

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Curvature Estimation for Enhancement of Crossing Curves.

Erik Franken, Remco Duits, Bart M. ter Haar Romeny

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

A Linear Image Reconstruction Framework Based on Sobolev Type Inner Products.

Bart J. Janssen, Frans Kanters, Remco Duits, Luc Florack, Bart M. ter Haar Romeny

Int. J. Comput. Vis., 2006

Optic Flow from Multi-scale Dynamic Anchor Point Attributes.

Bart J. Janssen, Luc Florack, Remco Duits, Bart M. ter Haar Romeny

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Towards a New Paradigm for Motion Extraction.

Luc Florack, Bart J. Janssen, Frans Kanters, Remco Duits

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005

The Monogenic Scale Space on a Rectangular Domain and its Features.

Michael Felsberg, Remco Duits, Luc Florack

Int. J. Comput. Vis., 2005

On alpha Kernels, Lévy Processes, and Natural Image Statistics.

Kim Steenstrup Pedersen, Remco Duits, Mads Nielsen

Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

On Image Reconstruction from Multiscale Top Points.

Frans Kanters, Martin Lillholm, Remco Duits, Bart J. Janssen, Bram Platel, Luc Florack, Bart M. ter Haar Romeny

Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

A Comparison of the Deep Structure of <i>alpha</i>-Scale Spaces.

Remco Duits, Frans Kanters, Luc Florack, Bart M. ter Haar Romeny

Proceedings of the Deep Structure, 2005

Linear Image Reconstruction from a Sparse Set of <i>alpha</i>-Scale Space Features by Means of Inner Products of Sobolev Type.

Remco Duits, Bart J. Janssen, Frans Kanters, Luc Florack

Proceedings of the Deep Structure, 2005

From Stochastic Completion Fields to Tensor Voting.

Markus van Almsick, Remco Duits, Erik Franken, Bart M. ter Haar Romeny

Proceedings of the Deep Structure, 2005

2004

On the Axioms of Scale Space Theory.

Remco Duits, Luc Florack, Jan de Graaf, Bart M. ter Haar Romeny

J. Math. Imaging Vis., 2004

Tikhonov regularization versus scale space: A new result.

Luc Florack, Remco Duits, Joris Bierkens

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Regularity Classes for Locally Orderless Images.

Luc Florack, Remco Duits

Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

The Monogenic Scale Space on a Bounded Domain and Its Applications.

Michael Felsberg, Remco Duits, Luc Florack

Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

alpha Scale Spaces on a Bounded Domain.

Remco Duits, Michael Felsberg, Luc Florack, Bram Platel

Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003