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2018

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., 1 Jan 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Cham: Springer, p. 440-448 9 p. (Lecture Notes in Computer Science; vol. 11070).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

11 Citations (Scopus)
2017

The hessian of axially symmetric functions on SE(3) and application in 3D image analysis

Janssen, M. H. J., Dela Haije, T. C. J., Martin, F. C., Bekkers, E. J. & Duits, R., 2017, Scale Space and Variational Methods in Computer Vision: 6th International Conference, SSVM 2017, Kolding, Denmark, June 4-8, 2017, Proceedings. Lauze, F., Dong, Y. & Bjorholm Dahl, A. (eds.). Dordrecht: Springer, p. 643-655 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10302 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)

Vessel tracking via sub-riemannian geodesics on the projective line bundle

Bekkers, E. J., Duits, R., Mashtakov, A. & Sachkov, Y., 2017, Geometric Science of Information : Third International Conference, GSI, 2017 Paris, France, November 7-9, 2017: proceedings. Nielsen, F. & Barbaresco, F. (eds.). Cham: Springer, p. 773-781 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10589 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
1 Downloads (Pure)
2016

Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores

Abbasi-Sureshjani, S., Smit-Ockeloen, I. M., Bekkers, E. J., Dashtbozorg, B. & ter Haar Romeny, B. M., 2016, Proceedings of the 13th IEEE International Symposium on Biomedical Imaging (ISBI), April 13-16 2016, Prague, Czech Republic. Piscataway: Institute of Electrical and Electronics Engineers, p. 189-192 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

14 Citations (Scopus)
3 Downloads (Pure)

Infrastructure for retinal image analysis

Dashtbozorg, B., Abbasi-Sureshjani, S., Zhang, J., Huang, F., Bekkers, E. J. & ter Haar Romenij, B. M., 2016, Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop (OMIA 2016) Held in Conjunction with MICCAI 2016. Chen, X., Garvin, M. K., Liu, J., Trucco, E. & Xu, Y. (eds.). p. 105-112 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
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71 Downloads (Pure)
2015

Curvature based biomarkers for diabetic retinopathy via exponential curve fits in SE (2)

Bekkers, E. J., Zhang, J., Duits, R. & ter Haar Romeny, B. M., Oct 2015, Proceedings of the Ophthalmic Medical Image Analysis : Third International Workshop (OMIA 2016) Held in Conjunction with MICCAI 2016, 9-13 October 2016, Munich, Germany. Chen, X., Garvin, M. K., Liu, J., Trucco, E. & Xu, Y. (eds.). p. 113-120

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
55 Downloads (Pure)

Data-driven sub-Riemannian geodesics in SE(2)

Bekkers, E. J., Duits, R., Mashtakov, A. & Sanguinetti, G. R., 2015, Scale Space and Variational Methods in Computer Vision (5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31-June 4, 2015, Proceedings). Aujol, J-F., Nikolova, M. & Papadakis, N. (eds.). Springer, p. 613-625 (Lecture Notes in Computer Science; vol. 9087).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

6 Citations (Scopus)
1 Downloads (Pure)

Retinal artery/vein classification via graph cut optimization

Eppenhof, K. A. J., Bekkers, E. J., Berendschot, T. T. J. M., Pluim, J. P. W. & ter Haar Romenij, B. M., 2015, Proceedings of the Ophthalmic Medical Image Analysis Second International Workshop, OMIA 2015. Chen, X., Garvin, M. K., Liu, J., Trucco, E. & Xu, Y. (eds.). p. 121-128

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
82 Downloads (Pure)

Robust and fast vessel segmentation via Gaussian derivatives in orientation scores

Zhang, J., Bekkers, E., Abbasi-Sureshjani, S., Dashtbozorg, B. & ter Haar Romeny, B. M., 2015, Image Analysis and Processing — ICIAP 2015: 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part 1. Murino, V. & Puppo, E. (eds.). Berlin: Springer, p. 537-547 11 p. (Lecture Notes in Computer Science; vol. 9279).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

15 Citations (Scopus)
4 Downloads (Pure)

Stability analysis of fractal dimension in retinal vasculature

Huang, F., Zhang, J., Bekkers, E. J., Dashtbozorg, B. & ter Haar Romenij, B. M., 2015, Proceedings of the Ophthalmic Medical Image Analysis Second International Workshop, OMIA 2015 Held in Conjunction with MICCAI 2015, 9 October 2015, Munich, Germany. s.l.: s.n., p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Sub-Riemannian fast marching in SE(2)

Sanguinetti, G., Bekkers, E., Duits, R., Janssen, M. H. J., Mashtakov, A. & Mirebeau, J-M., 25 Oct 2015, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015 : Proceedings. Pardo, A. & Kittler, J. (eds.). Cham: Springer, p. 366-374 8 p. (Lecture Notes in Computer Science (LNCS); vol. 9423).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

13 Citations (Scopus)

Training of templates for object recognition in invertible orientation scores : application to optic nerve head detection in retinal images

Bekkers, E. J., Duits, R. & Loog, M., 2015, Energy Minimization Methods in Computer Vision and Pattern Recognition (10th International Conference, EMMCVPR 2015, Hong Kong, China, January 13-16, 2015. Proceedings). Tai, X. C., Bae, E., Chan, T. F. & Lysaker, M. (eds.). Berlin: Springer, p. 464-477 (Lecture Notes in Computer Science; vol. 8932).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)
2014

Crossing-preserving multi-scale vesselness

Hannink, J., Duits, R. & Bekkers, E. J., 2014, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 (17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II). Golland, P., Hata, N., Barillot, C., Hornegger, J. & Howe, R. (eds.). Cham: Springer, p. 603-610 (Lecture Notes in Computer Science; vol. 8674).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

12 Citations (Scopus)

Optic nerve head detection via group correlations in multi-orientation transforms

Bekkers, E. J., Duits, R. & Haar Romeny, ter, B. M., 2014, Image Analysis and Recognition (11th International Conference, ICIAR 2014, Vilamoura, Portugal, October 22-24, 2014, Proceedings, Part II). Campilho, A. & Kamel, M. (eds.). Cham: Springer, p. 293-302 (Lecture Notes in Computer Science; vol. 8815).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

5 Citations (Scopus)
1 Downloads (Pure)