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Research Output 2012 2019

  • 261 Citations
  • 14 Conference contribution
  • 14 Article
  • 2 Report
  • 1 Phd Thesis 1 (Research TU/e / Graduation TU/e)
2019
1 Citation (Scopus)

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

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
pulse detonation engines
quotients
rigid structures
robotics
image analysis
2018
3 Citations (Scopus)

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

Open Access
File
3D Image
Invertible
Processing
Wavelets
Discrete Fourier transforms
1 Citation (Scopus)

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., Jan 2018, In : Journal of Mathematical Imaging and Vision. 60, 6, p. 882-899 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Perceptual Grouping
Blood Vessels
blood vessels
Blood vessels
Geometry

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

Convolution
5 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., 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

Medical Image Analysis
Image analysis
Neural networks
Convolution
Neural Networks
File
Image analysis
Neural networks
Convolution
Electron microscopy
Imaging techniques
4 Citations (Scopus)

Template matching via densities on the roto-translation group

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

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Template matching
Template Matching
Splines
Lie groups
Geometry
2017

Retinal image analysis using sub-Riemannian geometry in SE(2)

Bekkers, E. J., 23 Jan 2017, Eindhoven: Technische Universiteit Eindhoven. 348 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
19 Citations (Scopus)

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

Wavelet transforms
Brain
Lie groups
Classifiers

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

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

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

3D Image
Symmetric Functions
Image Analysis
Image analysis
Curvature
6 Citations (Scopus)

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

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

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Geodesic
cusps
Lie groups
vessels
Line
1 Citation (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

Line Bundle
Vessel
Geodesic
Cusp
Data-driven
2016
10 Citations (Scopus)

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

Brain
Pipelines
9 Citations (Scopus)

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 othersHan, P. & Kang, Y., Nov 2016, In : Machine Vision and Applications. 27, 8, p. 1117–1135 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Image analysis
Brain
Screening
Bifurcation (mathematics)
Fractal dimension

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
File
14 Citations (Scopus)
Open Access
File
Retinal Vessels
Fractals
Diabetic Retinopathy
Biomarkers
Hypertension
61 Citations (Scopus)

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.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Retinal Vessels
Derivatives
Wavelet Analysis
Art
Reflex
2015
23 Citations (Scopus)

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

Open Access
File
Maximum principle
Data-driven
Geodesic
Pontryagin Maximum Principle
Wavefronts

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
Biomarkers
Curvature
Curve
Vessel
Curve fitting
6 Citations (Scopus)

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

Sub-Riemannian Geometry
Data-driven
Geodesic
Equidistant
Maximum Principle

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
Retinal Artery
Retinal Vein
Veins
Arteries
Retinal Vessels
14 Citations (Scopus)

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

Vessel
Segmentation
Derivatives
Derivative
Filter

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

11 Citations (Scopus)

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

Costs
Anisotropy
4 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

Object recognition
Optics
Template matching
Testing
2014
51 Citations (Scopus)

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

Mammals
Vessel
vessels
Screening
Acoustic waves
11 Citations (Scopus)

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

Imaging techniques
Wavelet transforms
Gages
5 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

Optics
Template matching
Image analysis
Cameras
Scanning

Vesselness via multiple scale orientation scores

Hannink, J., Duits, R. & Bekkers, E. J., 2014, s.n.9 p. (arXiv; vol. 1402.4963 [cs.CV])

Research output: Book/ReportReportAcademic

Open Access
File
Imaging techniques
2012

A new retinal vessel tracking method based on orientation scores

Bekkers, E. J., Duits, R., Haar Romeny, ter, B. M. & Berendschot, T. T. J. M., 2012, s.n.27 p. (arXiv.org; vol. 1212.3530 [cs.CV])

Research output: Book/ReportReportAcademic

Mammals
Medical problems
Screening
Acoustic waves
Chemical analysis