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
Roto-translation covariant convolutional networks for medical image analysis
EJ Bekkers, MW Lafarge, M Veta, KAJ Eppenhof, JPW Pluim, R Duits
International conference on medical image computing and computer-assisted …, 2018
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, 583-610, 2014
B-Spline CNNs on Lie groups
EJ Bekkers
International Conference on Learning Representations (ICLR 2019), 2019
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
Geometric and physical quantities improve e (3) equivariant message passing
J Brandstetter, R Hesselink, E van der Pol, EJ Bekkers, M Welling
International Conference on Learning Representations (ICLR 2021), 2021
Ckconv: Continuous kernel convolution for sequential data
DW Romero, A Kuzina, EJ Bekkers, JM Tomczak, M Hoogendoorn
arXiv preprint arXiv:2102.02611, 2021
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
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
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
Attentive group equivariant convolutional networks
D Romero, E Bekkers, J Tomczak, M Hoogendoorn
International Conference on Machine Learning, 8188-8199, 2020
Flexconv: Continuous kernel convolutions with differentiable kernel sizes
DW Romero, RJ Bruintjes, JM Tomczak, EJ Bekkers, M Hoogendoorn, ...
arXiv preprint arXiv:2110.08059, 2021
Crossing-preserving multi-scale vesselness
J Hannink, R Duits, E Bekkers
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
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
PDE-based group equivariant convolutional neural networks
BMN Smets, J Portegies, EJ Bekkers, R Duits
Journal of Mathematical Imaging and Vision 65 (1), 209-239, 2023
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: Third International …, 2015
Brain-inspired algorithms for retinal image analysis
BM ter Haar Romeny, EJ Bekkers, J Zhang, S Abbasi-Sureshjani, ...
Machine Vision and Applications 27, 1117-1135, 2016
Robust and fast vessel segmentation via Gaussian derivatives in orientation scores
J Zhang, E Bekkers, S Abbasi, B Dashtbozorg, B ter Haar Romeny
International Conference on Image Analysis and Processing, 537-547, 2015
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
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, 1427-1458, 2018
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