Francois Bernard Lauze

Francois Bernard Lauze

Associate Professor

ORCID: 0000-0003-2503-6475

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  1. Published

    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

  2. Published

    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. 1-11

    Research output: Contribution to journal › Conference article › Research

  3. Published

    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

  4. Published

    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

  5. Published

    SE(3) Group Convolutional Neural Networks and a Study on Group Convolutions and Equivariance for DWI Segmentation

    Liu, Renfei, Lauze, Francois Bernard, Bekkers, E. J., Erleben, Kenny & Darkner, Sune, 2023, Research Square, 32 p.

    Research output: Working paper › Preprint

  6. Published

    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

  7. Published

    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

  8. Published

    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

  9. Published

    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

  10. Published

    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

  11. Published

    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

  12. Published

    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

  13. Published

    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

  14. Published

    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

  15. Published

    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

  16. Published

    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

  17. Published

    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

  18. Published

    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

  19. Published

    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

  20. Published

    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. 313-340

    Research output: Contribution to journal › Journal article › Research › peer-review

  21. Published

    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

  22. Published

    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

  23. Published

    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

  24. Published

    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

  25. Published

    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

  26. Published

    Alternate Structural-Textural Video Inpainting for Spot Defects Correction in Movies

    Renaudeau, A., Lauze, Francois Bernard, Pierre, F., Aujol, J. F. & Durou, J. D., 2019, Scale Space and Variational Methods in Computer Vision - 7th International Conference, SSVM 2019, Proceedings. Lellmann, J., Modersitzki, J. & Burger, M. (eds.). Springer, p. 104-116 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11603 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  27. Published

    Learning Defects in Old Movies from Manually Assisted Restoration

    Renaudeau, A., Seng, T., Carlier, A., Pierre, F., Lauze, Francois Bernard, Aujol, J. F. & Durou, J., 2021, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE, p. 5254-5261

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  28. Published

    Optimization over geodesics for exact principal geodesic analysis

    Sommer, Stefan Horst, Lauze, Francois Bernard & Nielsen, Mads, 2014, In: Advances in Computational Mathematics. 40, 2, p. 283-313 31 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  29. Published

    Bicycle Chain Shape Models

    Sommer, Stefan Horst, Tatu, A. J., Chen, C., Jørgensen, D., de Bruijne, Marleen, Loog, M., Nielsen, Mads & Lauze, Francois Bernard, 2009, Computer Vision and Pattern Recognition Workshops, 2009. CVPR Workshops 2009. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.. IEEE, p. 157-163 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  30. Published

    Sparse multi-scale diffeomorphic registration: the kernel bundle framework

    Sommer, Stefan Horst, Lauze, Francois Bernard, Nielsen, Mads & Pennec, X., 2013, In: Journal of Mathematical Imaging and Vision. 46, 3, p. 292-308 17 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  31. Published

    A multi-scale kernel bundle for LDDMM: towards sparse deformation description across space and scales

    Sommer, Stefan Horst, Nielsen, Mads, Lauze, Francois Bernard & Pennec, X., 2011, Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. Székely, G. & Hahn, H. K. (eds.). Springer, p. 624-35 12 p. (Lecture notes in computer science, Vol. 6801).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  32. Published

    Kernel bundle EPDiff: Evolution equations for multi-scale diffeomorphic image registration

    Sommer, Stefan Horst, Lauze, Francois Bernard, Nielsen, Mads & Pennec, X., 2012, Scale Space and Variational Methods in Computer Vision - Third International Conference, SSVM 2011, Revised Selected Papers: Third International Conference, SSVM 2011, Ein-Gedi, Israel, May 29 – June 2, 2011, Revised Selected Papers. Bruckstein, A., ter Haar Romeny, B. M., Bronstein, A. M. & Bronstein, M. M. (eds.). Springer, p. 677-688 12 p. (Lecture notes in computer science, Vol. 6667).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  33. Published

    Manifold valued statistics, exact principal geodesic analysis and the effect of linear approximations

    Sommer, Stefan Horst, Lauze, Francois Bernard, Hauberg, S. & Nielsen, Mads, 2010, Computer Vision - ECCV 2010: 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part VI. Daniilidis, K., Maragos, P. & Paragios, N. (eds.). Springer, Vol. Part VI. p. 43-56 14 p. (Lecture notes in computer science; No. 6316).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  34. Published

    On restricting planar curve evolution to finite dimensional implicit subspaces with non-Euclidean metric

    Tatu, A. J., Lauze, Francois Bernard, Sommer, Stefan Horst & Nielsen, Mads, 2010, In: Journal of Mathematical Imaging and Vision. 38, 3, p. 226-240 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  35. Published

    Exploring the representation capabilities of the HOG descriptor

    Tatu, A. J., Lauze, Francois Bernard, Nielsen, Mads & Kimia, B., 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). IEEE, p. 1410-1417 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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