Remco Duits

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 37

Top Topics

Convolutional Network

Top Venues

J. Math. Imaging Vis.

Publications

Andrii Kompanets, Gautam Pai, Remco Duits, Davide Leonetti, Bert Snijder
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges. CoRR (2024)
Bart M. N. Smets, Peter D. Donker, Jim Portegies, Remco Duits
Semiring Activation in Neural Networks. CoRR (2024)
Nick J. van de Berg, Bart M. N. Smets, Gautam Pai, Jean-Marie Mirebeau, Remco Duits
Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking. J. Math. Imaging Vis. 66 (2) (2024)
Gijs Bellaard, Sei Sakata, Bart M. N. Smets, Remco Duits
PDE-CNNs: Axiomatic Derivations and Applications. CoRR (2024)
Andrii Kompanets, Remco Duits, Davide Leonetti, Nicky van den Berg, H. H. Snijder
Segmentation tool for images of cracks. CoRR (2024)
Daan L. J. Bon, Gautam Pai, Gijs Bellaard, Olga Mula, Remco Duits
Optimal Transport on the Lie Group of Roto-translations. CoRR (2024)
Gautam Pai, Gijs Bellaard, Bart M. N. Smets, Remco Duits
Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks. GSI (1) (2023)
Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits
PDE-Based Group Equivariant Convolutional Neural Networks. J. Math. Imaging Vis. 65 (1) (2023)
Nick J. van de Berg, Shuhe Zhang, Bart M. N. Smets, Tos T. J. M. Berendschot, Remco Duits
Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2). SSVM (2023)
Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits
Analysis of (sub-)Riemannian PDE-G-CNNs. J. Math. Imaging Vis. 65 (6) (2023)
Gijs Bellaard, Gautam Pai, Javier Oliván Bescós, Remco Duits
Geometric Adaptations of PDE-G-CNNs. SSVM (2023)
Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits
Analysis of (sub-)Riemannian PDE-G-CNNs. CoRR (2022)
Remco Duits, Bart M. N. Smets, Erik J. Bekkers, Jim Portegies
Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations. SSVM (2021)
Maxime W. Lafarge, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Mitko Veta
Roto-translation equivariant convolutional networks: Application to histopathology image analysis. Medical Image Anal. 68 (2021)
Jie Xing, Zheren Li, Biyuan Wang, Yuji Qi, Bingbin Yu, Farhad Ghazvinian Zanjani, Aiwen Zheng, Remco Duits, Tao Tan
Lesion Segmentation in Ultrasound Using Semi-Pixel-Wise Cycle Generative Adversarial Nets. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Bart M. N. Smets, Jim Portegies, Etienne St-Onge, Remco Duits
Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations. J. Math. Imaging Vis. 63 (2) (2021)
Maxime W. Lafarge, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Mitko Veta
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis. CoRR (2020)
Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits
PDE-based Group Equivariant Convolutional Neural Networks. CoRR (2020)
Jie Xing, Zheren Li, Biyuan Wang, Bingbin Yu, Farhad Ghazvinian Zanjani, Aiwen Zheng, Remco Duits, Tao Tan
Automated Segmentation of Lesions in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets. CoRR (2019)
Remco Duits, Etienne St-Onge, Jim Portegies, Bart M. N. Smets
Total Variation and Mean Curvature PDEs on the Space of Positions and Orientations. SSVM (2019)
Remco Duits, Erik J. Bekkers, Alexey Mashtakov
Fourier Transform on the Homogeneous Space of 3D Positions and Orientations for Exact Solutions to Linear PDEs. Entropy 21 (1) (2019)
Remco Duits, Stephan P. L. Meesters, Jean-Marie Mirebeau, Jorg M. Portegies
Optimal Paths for Variants of the 2D and 3D Reeds-Shepp Car with Applications in Image Analysis. J. Math. Imaging Vis. 60 (6) (2018)
Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz
Differential Geometry and Orientation Analysis in Image Processing. J. Math. Imaging Vis. 60 (6) (2018)
Erik J. Bekkers, Marco Loog, Bart M. ter Haar Romeny, Remco Duits
Template Matching via Densities on the Roto-Translation Group. IEEE Trans. Pattern Anal. Mach. Intell. 40 (2) (2018)
Erik J. Bekkers, Maxime W. Lafarge, Mitko Veta, Koen A. J. Eppenhof, Josien P. W. Pluim, Remco Duits
Roto-Translation Covariant Convolutional Networks for Medical Image Analysis. MICCAI (1) (2018)
Michiel Janssen, A. J. E. M. Janssen, Erik J. Bekkers, J. Olivan Bescos, Remco Duits
Design and Processing of Invertible Orientation Scores of 3D Images. J. Math. Imaging Vis. 60 (9) (2018)
Erik J. Bekkers, Maxime W. Lafarge, Mitko Veta, Koen A. J. Eppenhof, Josien P. W. Pluim, Remco Duits
Roto-Translation Covariant Convolutional Networks for Medical Image Analysis. CoRR (2018)
Michiel H. J. Janssen, Tom C. J. Dela Haije, Frank C. Martin, Erik J. Bekkers, Remco Duits
The Hessian of Axially Symmetric Functions on SE(3) and Application in 3D Image Analysis. SSVM (2017)
Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny
Retrieving challenging vessel connections in retinal images by line co-occurrence statistics. Biol. Cybern. 111 (3-4) (2017)
Michiel H. J. Janssen, A. J. E. M. Janssen, Erik J. Bekkers, J. Olivan Bescos, Remco Duits
Design and Processing of Invertible Orientation Scores of 3D Images for Enhancement of Complex Vasculature. CoRR (2017)
Alexey Mashtakov, Remco Duits, Yuri Sachkov, Erik J. Bekkers, Ivan Beschastnyi
Tracking of Lines in Spherical Images via Sub-Riemannian Geodesics in SO(3). J. Math. Imaging Vis. 58 (2) (2017)
Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Yuri Sachkov
Vessel Tracking via Sub-Riemannian Geodesics on the Projective Line Bundle. GSI (2017)
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
Brain-inspired algorithms for retinal image analysis. Mach. Vis. Appl. 27 (8) (2016)
Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny
Retrieving challenging vessel connections in retinal images by line co-occurrence statistics. CoRR (2016)
Jiong Zhang, Behdad Dashtbozorg, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Bart M. ter Haar Romeny
Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores. IEEE Trans. Medical Imaging 35 (12) (2016)
Erik J. Bekkers, Marco Loog, Bart M. ter Haar Romeny, Remco Duits
Template Matching on the Roto-Translation Group. CoRR (2016)
Remco Duits, Michiel H. J. Janssen, Julius Hannink, Gonzalo R. Sanguinetti
Locally Adaptive Frames in the Roto-Translation Group and Their Applications in Medical Imaging. J. Math. Imaging Vis. 56 (3) (2016)
Jorg M. Portegies, Rutger Henri Jacques Fick, Gonzalo R. Sanguinetti, Stephan P. L. Meesters, Gabriel Girard, Remco Duits
Improving Fiber Alignment in HARDI by Combining Contextual PDE Flow with Constrained Spherical Deconvolution. CoRR (2015)
Michiel Janssen, Remco Duits, Marcel Breeuwer
Invertible Orientation Scores of 3D Images. SSVM (2015)
Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Gonzalo R. Sanguinetti
Data-Driven Sub-Riemannian Geodesics in SE(2). SSVM (2015)
Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Gonzalo R. Sanguinetti
A PDE Approach to Data-Driven Sub-Riemannian Geodesics in SE(2). SIAM J. Imaging Sci. 8 (4) (2015)
Jorg M. Portegies, Gonzalo R. Sanguinetti, Stephan P. L. Meesters, Remco Duits
New Approximation of a Scale Space Kernel on SE(3) and Applications in Neuroimaging. SSVM (2015)
Gonzalo Sanguinetti, Erik J. Bekkers, Remco Duits, Michiel H. J. Janssen, Alexey Mashtakov, Jean-Marie Mirebeau
Sub-Riemannian Fast Marching in SE(2). CIARP (2015)
Michiel Janssen, Remco Duits, Marcel Breeuwer
Invertible Orientation Scores of 3D Images. CoRR (2015)
Julius Hannink, Remco Duits, Erik J. Bekkers
Vesselness via Multiple Scale Orientation Scores. CoRR (2014)
Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny
Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging. CoRR (2014)
Erik J. Bekkers, Remco Duits, Bart M. ter Haar Romeny
Optic Nerve Head Detection via Group Correlations in Multi-orientation Transforms. ICIAR (2) (2014)
Julius Hannink, Remco Duits, Erik J. Bekkers
Crossing-Preserving Multi-scale Vesselness. MICCAI (2) (2014)
Erik J. Bekkers, Remco Duits, Tos Berendschot, Bart M. ter Haar Romeny
A Multi-Orientation Analysis Approach to Retinal Vessel Tracking. J. Math. Imaging Vis. 49 (3) (2014)
Erik J. Bekkers, Remco Duits, Marco Loog
Training of Templates for Object Recognition in Invertible Orientation Scores: Application to Optic Nerve Head Detection in Retinal Images. EMMCVPR (2014)
Remco Duits, Ugo V. Boscain, Francesco Rossi, Yuri Sachkov
Association Fields via Cuspless Sub-Riemannian Geodesics in SE(2). J. Math. Imaging Vis. 49 (2) (2014)
Remco Duits, Tom C. J. Dela Haije, Eric J. Creusen, Arpan Ghosh
Morphological and Linear Scale Spaces for Fiber Enhancement in DW-MRI. J. Math. Imaging Vis. 46 (3) (2013)
Remco Duits, Tom C. J. Dela Haije, Eric J. Creusen, Arpan Ghosh
Erratum to: Morphological and Linear Scale Spaces for Fiber Enhancement in DW-MRI. J. Math. Imaging Vis. 46 (3) (2013)
L. C. Mark Bruurmijn, Hanne B. Kause, Olena G. Filatova, Remco Duits, Andrea Fuster, Luc Florack, Hans C. van Assen
Myocardial Deformation from Local Frequency Estimation in Tagging MRI. FIMH (2013)
Hanne B. Kause, Olena G. Filatova, Remco Duits, L. C. Mark Bruurmijn, Andrea Fuster, Jos J. M. Westenberg, Luc Florack, Hans C. van Assen
Direct Myocardial Strain Assessment from Frequency Estimation in Tagging MRI. STACOM (2013)
Ugo V. Boscain, Remco Duits, Francesco Rossi, Yuri Sachkov
Optimal control for reconstruction of curves without cusps. CDC (2012)
Erik J. Bekkers, Remco Duits, Bart M. ter Haar Romeny, Tos Berendschot
A New Retinal Vessel Tracking Method Based on Orientation Scores CoRR (2012)
Eric J. Creusen, Remco Duits, Tom C. J. Dela Haije
Numerical Schemes for Linear and Non-linear Enhancement of DW-MRI. SSVM (2011)
Alessandro Becciu, Remco Duits, Bart J. Janssen, Luc Florack, Hans C. van Assen
Cardiac Motion Estimation Using Covariant Derivatives and Helmholtz Decomposition. STACOM (2011)
Remco Duits, Erik Franken
Left-Invariant Diffusions on the Space of Positions and Orientations and their Application to Crossing-Preserving Smoothing of HARDI images. Int. J. Comput. Vis. 92 (3) (2011)
Remco Duits, Tom C. J. Dela Haije, Arpan Ghosh, Eric J. Creusen, Anna Vilanova, Bart M. ter Haar Romeny
Fiber Enhancement in Diffusion-Weighted MRI. SSVM (2011)
Paulo Reis Rodrigues, Remco Duits, Bart M. ter Haar Romeny, Anna Vilanova
Accelerated Diffusion Operators for Enhancing DW-MRI. VCBM (2010)
Ellen J. L. Brunenberg, Remco Duits, Bart M. ter Haar Romeny, Bram Platel
A Sobolev Norm Based Distance Measure for HARDI Clustering - A Feasibility Study on Phantom and Real Data. MICCAI (1) (2010)
Remco Duits, Erik Franken
Line Enhancement and Completion via Linear Left Invariant Scale Spaces on SE(2). SSVM (2009)
Erik Franken, Remco Duits
Crossing-Preserving Coherence-Enhancing Diffusion on Invertible Orientation Scores. Int. J. Comput. Vis. 85 (3) (2009)
Bart J. Janssen, Remco Duits
Linear Image Reconstruction by Sobolev Norms on the Bounded Domain. Int. J. Comput. Vis. 84 (2) (2009)
Bart J. Janssen, Remco Duits, Luc Florack
Coarse-to-Fine Image Reconstruction Based on Weighted Differential Features and Background Gauge Fields. SSVM (2009)
Erik Franken, Remco Duits
Scale Spaces on the 3D Euclidean Motion Group for Enhancement of HARDI Data. SSVM (2009)
Remco Duits, Bernhard Burgeth
Scale Spaces on Lie Groups. SSVM (2007)
Bart J. Janssen, Remco Duits, Bart M. ter Haar Romeny
Linear Image Reconstruction by Sobolev Norms on the Bounded Domain. SSVM (2007)
Erik Franken, Remco Duits, Bart M. ter Haar Romeny
Curvature Estimation for Enhancement of Crossing Curves. ICCV (2007)
Erik Franken, Remco Duits, Bart M. ter Haar Romeny
Nonlinear Diffusion on the 2D Euclidean Motion Group. SSVM (2007)
Remco Duits, Michael Felsberg, Gösta H. Granlund, Bart M. ter Haar Romeny
Image Analysis and Reconstruction using a Wavelet Transform Constructed from a Reducible Representation of the Euclidean Motion Group. Int. J. Comput. Vis. 72 (1) (2007)
Bart J. Janssen, Frans Kanters, Remco Duits, Luc Florack, Bart M. ter Haar Romeny
A Linear Image Reconstruction Framework Based on Sobolev Type Inner Products. Int. J. Comput. Vis. 70 (3) (2006)
Bart J. Janssen, Luc Florack, Remco Duits, Bart M. ter Haar Romeny
Optic Flow from Multi-scale Dynamic Anchor Point Attributes. ICIAR (1) (2006)
Luc Florack, Bart J. Janssen, Frans Kanters, Remco Duits
Towards a New Paradigm for Motion Extraction. ICIAR (1) (2006)
Frans Kanters, Martin Lillholm, Remco Duits, Bart J. Janssen, Bram Platel, Luc Florack, Bart M. ter Haar Romeny
On Image Reconstruction from Multiscale Top Points. Scale-Space (2005)
Remco Duits, Frans Kanters, Luc Florack, Bart M. ter Haar Romeny
-Scale Spaces. DSSCV (2005)
Michael Felsberg, Remco Duits, Luc Florack
The Monogenic Scale Space on a Rectangular Domain and its Features. Int. J. Comput. Vis. 64 (2-3) (2005)
Remco Duits, Bart J. Janssen, Frans Kanters, Luc Florack
-Scale Space Features by Means of Inner Products of Sobolev Type. DSSCV (2005)
Markus van Almsick, Remco Duits, Erik Franken, Bart M. ter Haar Romeny
From Stochastic Completion Fields to Tensor Voting. DSSCV (2005)
Kim Steenstrup Pedersen, Remco Duits, Mads Nielsen
On alpha Kernels, Lévy Processes, and Natural Image Statistics. Scale-Space (2005)
Bart J. Janssen, Frans Kanters, Remco Duits, Luc Florack, Bart M. ter Haar Romeny
A Linear Image Reconstruction Framework Based on Sobolev Type Inner Products. Scale-Space (2005)
Luc Florack, Remco Duits, Joris Bierkens
Tikhonov regularization versus scale space: A new result. ICIP (2004)
Remco Duits, Luc Florack, Jan de Graaf, Bart M. ter Haar Romeny
On the Axioms of Scale Space Theory. J. Math. Imaging Vis. 20 (3) (2004)
Luc Florack, Remco Duits
Regularity Classes for Locally Orderless Images. Scale-Space (2003)
Remco Duits, Michael Felsberg, Luc Florack, Bram Platel
alpha Scale Spaces on a Bounded Domain. Scale-Space (2003)
Michael Felsberg, Remco Duits, Luc Florack
The Monogenic Scale Space on a Bounded Domain and Its Applications. Scale-Space (2003)