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2020 – today
- 2024
[j28]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): 198-230 (2024)- [i18]Daan L. J. Bon, Gautam Pai, Gijs Bellaard, Olga Mula, Remco Duits:
Optimal Transport on the Lie Group of Roto-translations. CoRR abs/2402.15322 (2024) - [i17]Gijs Bellaard, Sei Sakata, Bart M. N. Smets, Remco Duits:
PDE-CNNs: Axiomatic Derivations and Applications. CoRR abs/2403.15182 (2024) - [i16]Andrii Kompanets, Gautam Pai, Remco Duits, Davide Leonetti, Bert Snijder:
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges. CoRR abs/2403.17725 (2024) - [i15]Andrii Kompanets, Remco Duits, Davide Leonetti, Nicky van den Berg, H. H. Snijder:
Segmentation tool for images of cracks. CoRR abs/2403.19492 (2024) - [i14]Bart M. N. Smets, Peter D. Donker, Jim Portegies, Remco Duits:
Semiring Activation in Neural Networks. CoRR abs/2405.18805 (2024) - 2023
- [j27]Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits:
PDE-Based Group Equivariant Convolutional Neural Networks. J. Math. Imaging Vis. 65(1): 209-239 (2023) - [j26]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): 819-843 (2023) - [c42]Gautam Pai, Gijs Bellaard, Bart M. N. Smets, Remco Duits:
Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks. GSI (1) 2023: 63-72 - [c41]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: 525-537 - [c40]Gijs Bellaard, Gautam Pai, Javier Oliván Bescós, Remco Duits:
Geometric Adaptations of PDE-G-CNNs. SSVM 2023: 538-550 - 2022
- [i13]Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits:
Analysis of (sub-)Riemannian PDE-G-CNNs. CoRR abs/2210.00935 (2022) - 2021
- [j25]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): 237-262 (2021) - [j24]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: 101849 (2021) - [j23]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): 2555-2565 (2021) - [c39]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: 27-39 - 2020
- [i12]Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits:
PDE-based Group Equivariant Convolutional Neural Networks. CoRR abs/2001.09046 (2020) - [i11]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 abs/2002.08725 (2020)
2010 – 2019
- 2019
- [j22]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): 38 (2019) - [c38]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: 211-223 - [i10]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 abs/1905.01902 (2019) - 2018
- [j21]Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz:
Differential Geometry and Orientation Analysis in Image Processing. J. Math. Imaging Vis. 60(6): 763-765 (2018) - [j20]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): 816-848 (2018) - [j19]Michiel Janssen, A. J. E. M. Janssen, Erik J. Bekkers, Javier Oliván Bescós, Remco Duits:
Design and Processing of Invertible Orientation Scores of 3D Images. J. Math. Imaging Vis. 60(9): 1427-1458 (2018) - [j18]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): 452-466 (2018) - [c37]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: 440-448 - [i9]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 abs/1804.03393 (2018) - 2017
- [j17]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): 237-247 (2017) - [j16]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): 239-264 (2017) - [c36]Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Yuri Sachkov:
Vessel Tracking via Sub-Riemannian Geodesics on the Projective Line Bundle. GSI 2017: 773-781 - [c35]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: 643-655 - [i8]Michiel H. J. Janssen, A. J. E. M. Janssen, Erik J. Bekkers, Javier Oliván Bescós, Remco Duits:
Design and Processing of Invertible Orientation Scores of 3D Images for Enhancement of Complex Vasculature. CoRR abs/1707.02191 (2017) - 2016
- [j15]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): 367-402 (2016) - [j14]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): 1117-1135 (2016) - [j13]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): 2631-2644 (2016) - [i7]Erik J. Bekkers, Marco Loog, Bart M. ter Haar Romeny, Remco Duits:
Template Matching on the Roto-Translation Group. CoRR abs/1603.03304 (2016) - [i6]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 abs/1610.06368 (2016) - 2015
- [j12]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): 2740-2770 (2015) - [c34]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: 366-374 - [c33]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: 40-52 - [c32]Michiel Janssen, Remco Duits, Marcel Breeuwer:
Invertible Orientation Scores of 3D Images. SSVM 2015: 563-575 - [c31]Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Gonzalo R. Sanguinetti:
Data-Driven Sub-Riemannian Geodesics in SE(2). SSVM 2015: 613-625 - [p3]Vesna Prckovska, Magí Andorrà, Pablo Villoslada, Eloy Martinez-Heras, Remco Duits, David Fortin, Paulo Reis Rodrigues, Maxime Descoteaux:
Contextual Diffusion Image Post-processing Aids Clinical Applications. Visualization and Processing of Higher Order Descriptors for Multi-Valued Data 2015: 353-377 - [i5]Michiel Janssen, Remco Duits, Marcel Breeuwer:
Invertible Orientation Scores of 3D Images. CoRR abs/1505.07690 (2015) - [i4]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 abs/1506.07062 (2015) - 2014
- [j11]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): 384-417 (2014) - [j10]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): 583-610 (2014) - [c30]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: 464-477 - [c29]Erik J. Bekkers, Remco Duits, Bart M. ter Haar Romeny:
Optic Nerve Head Detection via Group Correlations in Multi-orientation Transforms. ICIAR (2) 2014: 293-302 - [c28]Julius Hannink, Remco Duits, Erik J. Bekkers:
Crossing-Preserving Multi-scale Vesselness. MICCAI (2) 2014: 603-610 - [p2]Thomas C. J. Dela Haije, Remco Duits, Chantal M. W. Tax:
Sharpening Fibers in Diffusion Weighted MRI via Erosion. Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data 2014: 97-126 - [i3]Julius Hannink, Remco Duits, Erik J. Bekkers:
Vesselness via Multiple Scale Orientation Scores. CoRR abs/1402.4963 (2014) - [i2]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 abs/1403.3320 (2014) - 2013
- [j9]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): 326-368 (2013) - [j8]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): 369 (2013) - [c27]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: 284-291 - [c26]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: 212-219 - 2012
- [c25]Ugo V. Boscain, Remco Duits, Francesco Rossi, Yuri Sachkov:
Optimal control for reconstruction of curves without cusps. CDC 2012: 7679-7684 - [p1]Remco Duits, Hartmut Führ, Bart J. Janssen:
Left Invariant Evolution Equations on Gabor Transforms. Mathematical Methods for Signal and Image Analysis and Representation 2012: 137-158 - [e1]Luc Florack, Remco Duits, Geurt Jongbloed, Marie-Colette van Lieshout, Laurie Davies:
Mathematical Methods for Signal and Image Analysis and Representation. Computational Imaging and Vision 41, Springer 2012, ISBN 978-1-4471-2352-1 [contents] - [i1]Erik J. Bekkers, Remco Duits, Bart M. ter Haar Romeny, Tos Berendschot:
A New Retinal Vessel Tracking Method Based on Orientation Scores. CoRR abs/1212.3530 (2012) - 2011
- [j7]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): 231-264 (2011) - [c24]Alessandro Becciu, Remco Duits, Bart J. Janssen, Luc Florack, Hans C. van Assen:
Cardiac Motion Estimation Using Covariant Derivatives and Helmholtz Decomposition. STACOM 2011: 263-273 - [c23]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: 1-13 - [c22]Eric J. Creusen, Remco Duits, Tom C. J. Dela Haije:
Numerical Schemes for Linear and Non-linear Enhancement of DW-MRI. SSVM 2011: 14-25 - 2010
- [c21]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: 175-182 - [c20]Paulo Reis Rodrigues, Remco Duits, Bart M. ter Haar Romeny, Anna Vilanova:
Accelerated Diffusion Operators for Enhancing DW-MRI. VCBM 2010: 49-56
2000 – 2009
- 2009
- [j6]Bart J. Janssen, Remco Duits:
Linear Image Reconstruction by Sobolev Norms on the Bounded Domain. Int. J. Comput. Vis. 84(2): 205-219 (2009) - [j5]Erik Franken, Remco Duits:
Crossing-Preserving Coherence-Enhancing Diffusion on Invertible Orientation Scores. Int. J. Comput. Vis. 85(3): 253-278 (2009) - [c19]Bart J. Janssen, Remco Duits, Luc Florack:
Coarse-to-Fine Image Reconstruction Based on Weighted Differential Features and Background Gauge Fields. SSVM 2009: 377-388 - [c18]Remco Duits, Erik Franken:
Line Enhancement and Completion via Linear Left Invariant Scale Spaces on SE(2). SSVM 2009: 795-807 - [c17]Erik Franken, Remco Duits:
Scale Spaces on the 3D Euclidean Motion Group for Enhancement of HARDI Data. SSVM 2009: 820-831 - 2007
- [j4]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): 79-102 (2007) - [c16]Erik Franken, Remco Duits, Bart M. ter Haar Romeny:
Curvature Estimation for Enhancement of Crossing Curves. ICCV 2007: 1-8 - [c15]Bart J. Janssen, Remco Duits, Bart M. ter Haar Romeny:
Linear Image Reconstruction by Sobolev Norms on the Bounded Domain. SSVM 2007: 55-67 - [c14]Remco Duits, Bernhard Burgeth:
Scale Spaces on Lie Groups. SSVM 2007: 300-312 - [c13]Erik Franken, Remco Duits, Bart M. ter Haar Romeny:
Nonlinear Diffusion on the 2D Euclidean Motion Group. SSVM 2007: 461-472 - 2006
- [j3]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): 231-240 (2006) - [c12]Luc Florack, Bart J. Janssen, Frans Kanters, Remco Duits:
Towards a New Paradigm for Motion Extraction. ICIAR (1) 2006: 743-754 - [c11]Bart J. Janssen, Luc Florack, Remco Duits, Bart M. ter Haar Romeny:
Optic Flow from Multi-scale Dynamic Anchor Point Attributes. ICIAR (1) 2006: 767-779 - 2005
- [j2]Michael Felsberg, Remco Duits, Luc Florack:
The Monogenic Scale Space on a Rectangular Domain and its Features. Int. J. Comput. Vis. 64(2-3): 187-201 (2005) - [c10]Remco Duits, Bart J. Janssen, Frans Kanters, Luc Florack:
Linear Image Reconstruction from a Sparse Set of alpha-Scale Space Features by Means of Inner Products of Sobolev Type. DSSCV 2005: 96-111 - [c9]Markus van Almsick, Remco Duits, Erik Franken, Bart M. ter Haar Romeny:
From Stochastic Completion Fields to Tensor Voting. DSSCV 2005: 124-134 - [c8]Remco Duits, Frans Kanters, Luc Florack, Bart M. ter Haar Romeny:
A Comparison of the Deep Structure of alpha-Scale Spaces. DSSCV 2005: 234-248 - [c7]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: 85-96 - [c6]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: 431-442 - [c5]Kim Steenstrup Pedersen, Remco Duits, Mads Nielsen:
On alpha Kernels, Lévy Processes, and Natural Image Statistics. Scale-Space 2005: 468-479 - 2004
- [j1]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): 267-298 (2004) - [c4]Luc Florack, Remco Duits, Joris Bierkens:
Tikhonov regularization versus scale space: A new result. ICIP 2004: 271-274 - 2003
- [c3]Michael Felsberg, Remco Duits, Luc Florack:
The Monogenic Scale Space on a Bounded Domain and Its Applications. Scale-Space 2003: 209-224 - [c2]Luc Florack, Remco Duits:
Regularity Classes for Locally Orderless Images. Scale-Space 2003: 255-265 - [c1]Remco Duits, Michael Felsberg, Luc Florack, Bram Platel:
alpha Scale Spaces on a Bounded Domain. Scale-Space 2003: 494-510
Coauthor Index
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