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2019

Fourier transform on the homogeneous space of 3D positions and orientations for exact solutions to linear PDEs

Duits, R., Bekkers, E. J. & Mashtakov, A., 8 Jan 2019, In : Entropy. 21, 1, 38 p., 38.

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1 Citation (Scopus)
39 Downloads (Pure)
2018

Design and processing of invertible orientation scores of 3D images

Janssen, M. H. J., Janssen, A. J. E. M., Bekkers, E. J., Bescós, J. O. & Duits, R., 1 Nov 2018, In : Journal of Mathematical Imaging and Vision. 60, 9, p. 1427–1458 32 p.

Research output: Contribution to journalArticleAcademicpeer-review

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8 Citations (Scopus)
58 Downloads (Pure)

Nilpotent approximations of sub-Riemannian distances for fast perceptual grouping of blood vessels in 2D and 3D

Bekkers, E. J., Chen, D. & Portegies, J. M., 1 Jul 2018, In : Journal of Mathematical Imaging and Vision. 60, 6, p. 882-899 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

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2 Citations (Scopus)
114 Downloads (Pure)

Reconnection of interrupted curvilinear structures via cortically inspired completion for ophthalmologic images

Zhang, J., Bekkers, E., Chen, D., Berendschot, T. T. J. M., Schouten, J., Pluim, J. P. W., Shi, Y., Dashtbozorg, B. & Romeny, B. M. T. H., 1 May 2018, In : IEEE Transactions on Biomedical Engineering. 65, 5, p. 1151-1165 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Roto-translation covariant convolutional networks for medical image analysis

Bekkers, E. J., Lafarge, M. W., Veta, M., Eppenhof, K. A. J., Pluim, J. P. W. & Duits, R., 10 Apr 2018, In : arXiv.

Research output: Contribution to journalArticleAcademic

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102 Downloads (Pure)

Template matching via densities on the roto-translation group

Bekkers, E., Loog, M., Romeny, B. T. H. & Duits, R., 1 Feb 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 2, p. 452-466 15 p., 7864477.

Research output: Contribution to journalArticleAcademicpeer-review

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5 Citations (Scopus)
82 Downloads (Pure)
2017

Retinal vessel delineation using a brain-inspired wavelet transform and random forest

Zhang, J., Chen, Y., Bekkers, E., Wang, M., Dashtbozorg, B. & Romeny, B. M. T. H., 1 Sep 2017, In : Pattern Recognition. 69, p. 107-123 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

33 Citations (Scopus)

Sub-Riemannian geodesics in SO(3) with application to vessel tracking in spherical images of retina

Mashtakov, A. P., Duits, R., Sachkov, Y. L., Bekkers, E. J. & Beschastnyi, I. Y., Mar 2017, In : Doklady Mathematics. 95, 2, p. 168-171 4 p.

Research output: Contribution to journalArticleAcademicpeer-review

Tracking of lines in spherical images via sub-Riemannian geodesics in SO(3)

Mashtakov, A., Duits, R., Sachkov, Y., Bekkers, E. J. & Beschastnyi, I., Jun 2017, In : Journal of Mathematical Imaging and Vision. 58, 2, p. 239–264 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

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8 Citations (Scopus)
48 Downloads (Pure)
2016

Brain-inspired algorithms for retinal image analysis

ter Haar Romeny, B. M., Bekkers, E. J., Zhang, J., Abbasi-Sureshjani, S., Huang, F., Duits, R., Dasht Bozorg, B., Berendschot, T. T. J. M., Smit-Ockeloen, I., Eppenhof, K. A. J., Feng, J., Hannink, J., Schouten, J., Tong, M., Wu, H., van Triest, J. W., Zhu, S., Chen, D., He, W., Xu, L. & 2 others, Han, P. & Kang, Y., Nov 2016, In : Machine Vision and Applications. 27, 8, p. 1117–1135 19 p.

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14 Citations (Scopus)
443 Downloads (Pure)
Open Access
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17 Citations (Scopus)
82 Downloads (Pure)

Robust retinal vessel segmentation via locally adaptive derivative frames in orientation scores

Zhang, J., Dashtbozorg, B., Bekkers, E., Pluim, J. P. W., Duits, R. & ter Haar Romeny, B. M., Nov 2016, In : IEEE Transactions on Medical Imaging. 35, 12, p. 2631-2644 14 p.

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98 Citations (Scopus)
323 Downloads (Pure)
2015

A PDE approach to data-driven sub-Riemannian geodesics in SE(2)

Bekkers, E. J., Duits, R., Mashtakov, A. & Sanguinetti, G. R., 1 Dec 2015, In : SIAM Journal on Imaging Sciences. 8, 4, p. 2740-2770 31 p.

Research output: Contribution to journalArticleAcademicpeer-review

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25 Citations (Scopus)
263 Downloads (Pure)
2014

A multi-orientation analysis approach to retinal vessel tracking

Bekkers, E. J., Duits, R., Berendschot, T. T. J. M. & Haar Romeny, ter, B. M., 2014, In : Journal of Mathematical Imaging and Vision. 49, 3, p. 583-610

Research output: Contribution to journalArticleAcademicpeer-review

63 Citations (Scopus)
5 Downloads (Pure)