Francois Bernard Lauze
Associate Professor
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
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A model-free unsupervised method to cluster brain tissue directly From DWI volumes
Liptrot, M. G. & Lauze, Francois Bernard, 2014. 1 p.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
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Group Convolutional Neural Networks for DWI Segmentation
Liu, Renfei, Lauze, Francois Bernard, Bekkers, E. J. & Erleben, Kenny, 2022, In: Proceedings of Machine Learning Research. 2022, 1, p. 1-11Research output: Contribution to journal › Conference article › Research
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Bundle Geodesic Convolutional Neural Network for DWI Segmentation from Single Scan Learning
Liu, Renfei, Lauze, Francois Bernard, Erleben, Kenny & Darkner, Sune, 2021, Computational Diffusion MRI - 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Cetin-Karayumak, S., Christiaens, D., Figini, M., Guevara, P., Gyori, N., Nath, V. & Pieciak, T. (eds.). Springer, p. 121-132 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13006 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Bundle geodesic convolutional neural network for diffusion-weighted imaging segmentation
Liu, Renfei, Lauze, Francois Bernard, Erleben, Kenny, Berg, Rune W. & Darkner, Sune, 2022, In: Journal of Medical Imaging. 9, 6, 14 p., 064002.Research output: Contribution to journal › Journal article › Research › peer-review
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Supervised scale-regularized linear convolutionary filters
Loog, M. & Lauze, Francois Bernard, Jul 2017, Proceedings of BMVC 2017. British Machine Vision Conference, 12 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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The improbability of Harris interest points
Loog, M. & Lauze, Francois Bernard, 2010, In: IEEE Transaction on Pattern Analysis and Machine Intelligence. 32, 6, p. 1141-1147 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Deep Learning-Assisted Localisation of Nanoparticles in synthetically generated two-photon microscopy images
Netterstrøm, R., Kutuzov, Nikolay, Darkner, Sune, Pallesen, M. J., Lauritzen, Martin, Erleben, Kenny & Lauze, Francois Bernard, 2023, arXiv.org, 1 p.Research output: Working paper › Preprint › Research
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Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
Nielsen, Mads, Ganz, Melanie, Lauze, Francois Bernard, Pettersen, P. C., de Bruijne, Marleen, Clarkson, T. B., Dam, E. B., Christiansen, C. & Karsdal, M. A., 2010, In: BMC Cardiovascular Disorders. 10, 10 p., 56.Research output: Contribution to journal › Journal article › Research › peer-review
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Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network
Prasoon, A., Petersen, P. K., Igel, Christian, Lauze, Francois Bernard, Dam, Erik Bjørnager & Nielsen, Mads, 2013, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (eds.). Springer, p. 246-253 8 p. (Lecture notes in computer science, Vol. 8150).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage
Prasoon, A., Igel, Christian, Loog, M., Lauze, Francois Bernard, Dam, E. & Nielsen, Mads, 2012, Medical Imaging 2012: Image Processing. Haynor, D. R. & Ourselin, S. (eds.). SPIE - International Society for Optical Engineering, Vol. 8314. 9 p. 83144V. (SPIE Proceedings, Vol. 8314).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Femoral cartilage segmentation in knee MRI scans using two stage voxel classification
Prasoon, A., Igel, Christian, Loog, M., Lauze, Francois Bernard, Dam, E. & Nielsen, Mads, 2013, 35th Annual International Conference of the IEEE; Engineering in Medicine and Biology Society (EMBC), 2013. IEEE, p. 5469-5472 4 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A Variational Method for Automatic Localization of the most Pathological ROI
Qazi, A. A., Dam, E., Loog, M., Nielsen, Mads, Lauze, Francois Bernard & Christiansen, C., 2008, Medical Imaging 2008: Image processing, Conference Proceedings. Reinhardt, J. M. & Pluim, J. P. W. (eds.). SPIE - International Society for Optical Engineering, p. Article 69140T 9 p. (Proceedings of SPIE; No. 6914).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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On Photometric Stereo in the Presence of a Refractive Interface
Quéau, Y., Bruneau, Robin, Mélou, J., Durou, J. D. & Lauze, Francois Bernard, 2023, Scale Space and Variational Methods in Computer Vision - 9th International Conference, SSVM 2023, Proceedings. Calatroni, L., Donatelli, M., Morigi, S., Prato, M. & Santacesaria, M. (eds.). Springer, p. 691-703 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14009 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A L1-TV algorithm for robust perspective photometric stereo with spatially-varying lightings
Quéau, Y., Lauze, Francois Bernard & Durou, J., 2015, Scale space and variational methods in computer vision: 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings. Springer, p. 498-510 13 p. (Lecture notes in computer science, Vol. 9087).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A non-convex variational approach to photometric stereo under inaccurate lighting
Quéau, Y., Wu, T., Lauze, Francois Bernard, Durou, J. & Cremers, D., Jul 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 350-359 10 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Fusion de données RVB-D par stéréophotométrie colorée
Quéau, Y., Durix, B., Lucas, T., Boumaza, J., Durou, J. & Lauze, Francois Bernard, 2017, In: hal.archives-ouvertes.fr. p. 1-25 hal-01409663.Research output: Contribution to journal › Journal article › Research
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Fusion de données RVB-D par stéréophotométrie colorée
Quéau, Y., Durix, B., Lucas, T., Boumaza, J., Durou, J. & Lauze, Francois Bernard, 2016. 8 p.Research output: Contribution to conference › Paper › Research
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Solving uncalibrated photometric stereo using total variation
Quéau, Y., Lauze, Francois Bernard & Durou, J., 2015, In: Journal of Mathematical Imaging and Vision. 52, 1, p. 87-107 21 p.Research output: Contribution to journal › Journal article › Research › peer-review
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LED-based Photometric Stereo: Modeling, Calibration and Numerical Solutions
Quéau, Y., Durix, B., Wu, T., Cremers, D., Lauze, Francois Bernard & Durou, J., 2018, In: Journal of Mathematical Imaging and Vision. 60, 3, p. 313-340Research output: Contribution to journal › Journal article › Research › peer-review
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Solving the uncalibrated photometric stereo problem using total variation
Quéau, Y., Lauze, Francois Bernard & Durou, J., 2013, Scale Space and Variational Methods in Computer Vision: 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013. Proceedings. Kuijper, A., Bredies, K., Pock, T. & Bischof, H. (eds.). Springer, p. 270-281 12 p. (Lecture notes in computer science, Vol. 7893).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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TV-L1 optical flow for vector valued images
Rakêt, L. L., Roholm, L., Nielsen, Mads & Lauze, Francois Bernard, 2011, Energy Minimization Methods in Computer Vision and Pattern Recognition: 8th International Conference, EMMCVPR 2011, St. Petersburg, Russia, July 25-27, 2011. Proceedings. Boykov, Y., Kahl, F., Lempitsky, V. & Schmidt, F. R. (eds.). Springer, p. 329-343 15 p. (Lecture notes in computer science, Vol. 6819).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A variational approach for multi-valued velocity field estimation in transparent sequences
Ramírez-Manzanares, A., Rivera, M., Kornprobst, P. & Lauze, Francois Bernard, 2007, Scale Space and Variational Methods in Computer Vision, First International Conference, SSVM 2007, Proceedings. Springer Verlag, p. 227-238 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 4485 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Variational multi-valued velocity field estimation for transparent sequences.
Ramírez-Manzanares, A., Rivera, M., Kornprobst, P. & Lauze, Francois Bernard, 2011, In: Journal of Mathematical Imaging and Vision. 40, 3, p. 285-304 20 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Automatic detection and localization of bone erosion in hand HR-pQCT
Ren, J., Arash Moaddel, H., Hauge, E. M., Keller, K. K., Jensen, R. K. & Lauze, Francois Bernard, 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE - International Society for Optical Engineering, 9 p. 1095022. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Vol. 10950).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women
Research output: Contribution to journal › Journal article › Research › peer-review
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314
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Automatic correction of dental artifacts in PET/MRI
Research output: Contribution to journal › Journal article › Research › peer-review
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171
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Dental artifacts in the head and neck region: implications for Dixon-based attenuation correction in PET/MR
Research output: Contribution to journal › Journal article › Research › peer-review
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