Publikationer pr. år
Publikationer pr. år
Personlig profil
Primære forskningsområder
Mathematical Image Analysis, including variational and partial differential equations methods, with applications to image inpainting (still and video), motion estimation in image sequences, segmentation, video format conversion. Differential and Riemannian geometric methods for shape analysis applied to anatomical structures extracted from X-ray and other medical imaging modalities.Aktuel forskning
Video Inpainting methods, fast implementations. Riemannian Geometric methods and curve evolution for segmentation and shape statistics.Sprogkundskaber
Fransk (modersmål), Engelsk, DanskSamarbejde og topforskningsområder i de sidste fem år
Seneste eksterne samarbejde på lande-/områdeniveau. Dyk ned i detaljerne ved at klikke på prikkerne eller
Publikation
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Locally orderless networks
Sporring, J., Xu, P., Lu, J., Lauze, F. & Darkner, S., 2025, I: Proceedings of Machine Learning Research. 265, s. 239-244Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › peer review
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SE(3) group convolutional neural networks and a study on group convolutions and equivariance for DWI segmentation
Liu, R., Lauze, F., Bekkers, E. J., Darkner, S. & Erleben, K., 2025, I: Frontiers in Artificial Intelligence. 8, 20 s., 1369717.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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In Vivo Deep Learning Estimation of Diffusion Coefficients of Nanoparticles
Kirkegaard, J. B., Kutuzov, N. P., Netterstrøm, R., Darkner, S., Lauritzen, M. & Lauze, F., 6 okt. 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (red.). Marrakesh, Morocco: Springer, Bind 15002. s. 206-215 10 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 15002 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
1 Citationer (Scopus) -
Locally orderless networks
Sporring, J., Xu, P., Lu, J., Lauze, F. B. & Darkner, S., 19 jun. 2024, arxiv.org, 12 s.Publikation: Working paper › Preprint
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Multi-view stereo of an object immersed in a refractive medium
Bruneau, R., Brument, B., Calvet, L., Cassidy, M., Mélou, J., Quéau, Y., Durou, J. D. & Lauze, F., 2024, I: Journal of Electronic Imaging. 33, 3, 22 s., 033005.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Person Fall Detection Using Weakly Supervised Methods
Madsen, K., Li, Z., Lauze, F. & Nasrollahi, K., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024. Institute of Electrical and Electronics Engineers Inc., s. 154-162 9 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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RNb-NeuS: Reflectance and Normal-Based Multi-View 3D Reconstruction
Brument, B., Bruneau, R., Quéau, Y., Mélou, J., Lauze, F. B., Durou, J. D. & Calvet, L., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society Press, s. 5230-5239 10 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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Deep Learning-Assisted Localisation of Nanoparticles in synthetically generated two-photon microscopy images
Netterstrøm, R., Kutuzov, N., Darkner, S., Pallesen, M. J., Lauritzen, M., Erleben, K. & Lauze, F. B., 2023, arXiv.org, 1 s.Publikation: Working paper › Preprint
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