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ORCIDRemco Duits
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Publications
- 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)- 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) - [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) - 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) - 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
- [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
- [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) - 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 - [c31]Erik J. Bekkers, Remco Duits, Alexey Mashtakov, Gonzalo R. Sanguinetti:
Data-Driven Sub-Riemannian Geodesics in SE(2). SSVM 2015: 613-625 - 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 - [i3]Julius Hannink, Remco Duits, Erik J. Bekkers:
Vesselness via Multiple Scale Orientation Scores. CoRR abs/1402.4963 (2014) - 2012
- [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)
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