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Erik J Bekkers
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Robust retinal vessel segmentation via locally adaptive derivative frames in orientation scores
J Zhang, B Dashtbozorg, E Bekkers, JPW Pluim, R Duits, ...
IEEE transactions on medical imaging 35 (12), 2631-2644, 2016
2492016
A multi-orientation analysis approach to retinal vessel tracking
E Bekkers, R Duits, T Berendschot, B ter Haar Romeny
Journal of Mathematical Imaging and Vision 49 (3), 583-610, 2014
1262014
Roto-translation covariant convolutional networks for medical image analysis
EJ Bekkers, MW Lafarge, M Veta, KAJ Eppenhof, JPW Pluim, R Duits
arXiv preprint arXiv:1804.03393, 2018
1032018
Retinal vessel delineation using a brain-inspired wavelet transform and random forest
J Zhang, Y Chen, E Bekkers, M Wang, B Dashtbozorg, ...
Pattern Recognition 69, 107-123, 2017
832017
B-Spline CNNs on Lie groups
EJ Bekkers
arXiv preprint arXiv:1909.12057, 2019
652019
A PDE Approach to Data-Driven Sub-Riemannian Geodesics in (2)
EJ Bekkers, R Duits, A Mashtakov, GR Sanguinetti
SIAM Journal on Imaging Sciences 8 (4), 2740-2770, 2015
612015
Reliability of using retinal vascular fractal dimension as a biomarker in the diabetic retinopathy detection
F Huang, B Dashtbozorg, J Zhang, E Bekkers, S Abbasi-Sureshjani, ...
Journal of ophthalmology 2016, 2016
462016
Crossing-preserving multi-scale vesselness
J Hannink, R Duits, E Bekkers
International conference on medical image computing and computer-assisted …, 2014
44*2014
Attentive group equivariant convolutional networks
D Romero, E Bekkers, J Tomczak, M Hoogendoorn
International Conference on Machine Learning, 8188-8199, 2020
342020
Robust and fast vessel segmentation via Gaussian derivatives in orientation scores
J Zhang, E Bekkers, S Abbasi, B Dashtbozorg, B Haar Romeny
International Conference on Image Analysis and Processing, 537-547, 2015
322015
Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores
S Abbasi-Sureshjani, I Smit-Ockeloen, E Bekkers, B Dashtbozorg, ...
2016 IEEE 13th international symposium on biomedical imaging (ISBI), 189-192, 2016
312016
Sub-Riemannian fast marching in SE (2)
G Sanguinetti, E Bekkers, R Duits, MHJ Janssen, A Mashtakov, ...
Iberoamerican Congress on Pattern Recognition, 366-374, 2015
302015
Brain-inspired algorithms for retinal image analysis
BM ter Haar Romeny, EJ Bekkers, J Zhang, S Abbasi-Sureshjani, ...
Machine Vision and Applications 27 (8), 1117-1135, 2016
292016
Curvature based biomarkers for diabetic retinopathy via exponential curve fits in SE (2)
EJ Bekkers, J Zhang, R Duits, BM ter Haar Romeny
Proceedings of the Ophthalmic Medical Image Analysis Second International …, 2015
292015
Design and processing of invertible orientation scores of 3D images
MHJ Janssen, AJEM Janssen, EJ Bekkers, JO Bescós, R Duits
Journal of mathematical imaging and vision 60 (9), 1427-1458, 2018
272018
Roto-translation equivariant convolutional networks: Application to histopathology image analysis
MW Lafarge, EJ Bekkers, JPW Pluim, R Duits, M Veta
Medical Image Analysis 68, 101849, 2021
252021
Template matching via densities on the roto-translation group
EJ Bekkers, M Loog, BM ter Haar Romeny, R Duits
IEEE transactions on pattern analysis and machine intelligence 40 (2), 452-466, 2017
25*2017
Stability analysis of fractal dimension in retinal vasculature
F Huang, J Zhang, EJ Bekkers, B Dashtbozorg, BM ter Haar Romeny
Proceedings of the Ophthalmic Medical Image Analysis Second International …, 2015
232015
Tracking of Lines in Spherical Images via Sub-Riemannian Geodesics in SO(3)
A Mashtakov, R Duits, Y Sachkov, EJ Bekkers, I Beschastnyi
Journal of Mathematical Imaging and Vision 58 (2), 239-264, 2017
212017
PDE-based group equivariant convolutional neural networks
B Smets, J Portegies, E Bekkers, R Duits
arXiv preprint arXiv:2001.09046, 2020
182020
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Articles 1–20