Francois Bernard Lauze

Francois Bernard Lauze

Associate Professor

ORCID: 0000-0003-2503-6475

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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 › Research

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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 › Research

  35. Published

    Streamlet Tractography

    Liptrot, M. G., Darkner, Sune, Feragen, A. & Lauze, Francois Bernard, Apr 2017.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  36. Published

    Rotationally invariant clustering of diffusion MRI data using spherical harmonics

    Liptrot, M. G. & Lauze, Francois Bernard, 2016, Medical Imaging 2016: Image Processing. SPIE - International Society for Optical Engineering, Vol. 1. 7 p. 97843C. (Progress in Biomedical Optics and Imaging; No. 39, Vol. 17).

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

  37. Published

    Assessment of rotationally-invariant clustering using streamlet tractography

    Liptrot, M. G. & Lauze, Francois Bernard, 2016.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  38. 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

  39. Published

    Preface

    Lauze, Francois Bernard, Dong, Y. & Dahl, A. B., 2017, 6th International Conference on Scale Space and Variational Methods in Computer Vision, SSVM 2017, Kolding, 4 June 2017 - 8 June 2017. Springer, p. V-VI (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 proceeding › Article in proceedings › Research

  40. Published

    Simultaneous reconstruction and segmentation of CT scans with shadowed data

    Lauze, Francois Bernard, Quéau, Y. & Plenge, E., Jun 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. & Dahl, A. B. (eds.). Springer, p. 308-319 12 p. (Lecture notes in computer science, Vol. 10302).

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

  41. From Inpainting to Active Contours

    Lauze, Francois Bernard & Nielsen, M., 2005, Variational, Geometric, and Level Set Methods in Computer Vision. <Forlag uden navn>, p. 97-108 (Lecture notes in computer science, Vol. 3752/2005).

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

  42. Published

    From Inpainting to Active Contours

    Lauze, Francois Bernard & Nielsen, Mads, 2008, In: International Journal of Computer Vision. 79, 1, p. 31-43 14 p.

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

  43. Sur Quelques Méthodes de Calcul de Flot Optique à partir du Tenseur de Structure : Synthèse et Contribution

    Lauze, Francois Bernard, Kornprobst, P., Lenglet, C., Deriche, R. & Nielsen, M., 2004, ACTES RFIA. Vol. 1. p. 283-292

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

  44. Inpainting Driven Segmentation

    Lauze, Francois Bernard & Nielsen, M., 2006, Patent No. PCT/EP2006/009748, 9 Oct 2006

    Research output: Patent

  45. Published

    Guest Editorial: Scale Space and Variational Methods

    Lauze, Francois Bernard, Dong, Y. & Dahl, A. B., 2018, In: Journal of Mathematical Imaging and Vision. 60, 9, p. 1367-1368

    Research output: Contribution to journal › Editorial › Research

  46. Published

    Dental artifacts in the head and neck region: implications for Dixon-based attenuation correction in PET/MR

    Ladefoged, C. N., Hansen, A. E., Keller, S., Fischer, Barbara Malene Bjerregaard, Rasmussen, J. H., Law, I., Kjær, A., Højgaard, Liselotte, Lauze, Francois Bernard, Beyer, T. & Andersen, F. L., 2015, In: European Journal of Nuclear Medicine and Molecular Imaging. 2, 15 p., 8.

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

  47. Published

    Correction of dental artifacts within the anatomical surface in PET/MRI using active shape models and k-nearest-neighbors

    Ladefoged, C. N., Andersen, F. L., Keller, S. H., Beyer, T., Højgaard, Liselotte & Lauze, Francois Bernard, 2014, Proceedings of SPIE Medical Imaging 2014: Image processing. Ourselin, S. & Styner, M. A. (eds.). SPIE - International Society for Optical Engineering, 7 p. 90341M. (Proceedings of S P I E - International Society for Optical Engineering, Vol. 9034). (Progress in Biomedical Optics and Imaging; No. 35, Vol. 15).

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

  48. Published

    Automatic correction of dental artifacts in PET/MRI

    Ladefoged, C. N., Andersen, F. L., Keller, S., Beyer, T., Law, I., Højgaard, Liselotte, Darkner, Sune & Lauze, Francois Bernard, 2015, In: SPIE Journal of Medical Imaging. 2, 2, 13 p., 024009.

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

  49. Published

    PET/MR imaging of head/neck in the presence of dental implants: reducing image artifacts and increasing accuracy through inpainting

    Ladefoged, C., Beyer, T., Keller, S., Law, I., Højgaard, L., Kjær, A., Lauze, Francois Bernard & Andersen, F., 2013, In: European Journal of Nuclear Medicine and Molecular Imaging. 40, Supplement 2, p. S140 1 p., OP601.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  50. Published

    Video super-resolution using simultaneous motion and intensity calculations

    Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2011, In: IEEE Transactions on Image Processing. 20, 7, p. 1870-1884 15 p.

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

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