Francois Bernard Lauze

Francois Bernard Lauze

Associate Professor

ORCID: 0000-0003-2503-6475

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  1. 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

  2. Published

    A geometric framework for statistics on trees

    Feragen, A., Nielsen, Mads, Hauberg, S., Lo, P. C. P., de Bruijne, Marleen & Lauze, Francois Bernard, 2011, Department of Computer Science, University of Copenhagen. 47 p. (Koebenhavns Universitet. Datalogisk Institut. Rapport; No. 11/02).

    Research output: Book/Report › Report › Research

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. Published

    Absolute and Relative Pose Estimation in Refractive Multi View

    Hu, X., Lauze, Francois Bernard, Steenstrup Pedersen, Kim & Melou, J., 2021, Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). IEEE, p. 2569-2578

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

  9. Published

    Adaptive structure tensors and their applications

    Brox, T., Van Den Boomgaard, R., Lauze, Francois Bernard, Van De Weijer, J., Weickert, J., Mrázek, P. & Kornprobst, P., 2006, In: Mathematics and Visualization. 200709, p. 17-47 31 p.

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

  10. 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

  11. Published

    An airway tree-shape model for geodesic airway branch labeling

    Feragen, A., Lo, P. C. P., Gorbunova, V., Nielsen, Mads, Dirksen, A., Reinhardt, J. M., Lauze, Francois Bernard & de Bruijne, Marleen, 2011, MFCA 2011: 3rd MICCAI Workshop on Mathematical Foundations of Computational Anatomy. Pennec, X., Joshi, S. & Nielsen, M. (eds.). p. 123-134 12 p.

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

  12. 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

  13. Published

    Automated Quantification of the Morphological Atherosclerotic Calcification Distribution on X-Rays Is a Strong Predictor of Mortality in Postmenopausal Women

    Christiansen, C., Karsdal, M., Lauze, Francois Bernard, Dam, E., Ganz, Melanie, de Bruijne, Marleen, Sørensen, M., Barascuk, N. & Nielsen, Mads, 2008, In: Arteriosclerosis, Thrombosis, and Vascular Biology. 6, p. e48-e48 1 p.

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

  14. 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

  15. 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

  16. Published

    Automatic hair detection in the wild

    Julian, P., Dehais, C., Lauze, Francois Bernard, Charvillat, V., Bartoli, A. & Choukroun, A., 2010, 2010 20th International Conference on Pattern Recognition (ICPR). IEEE, p. 4617-4620 4 p.

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

  17. Published

    Bayesian epipolar geometry estimation from tomographic projections

    Brandt, S. S., Jensen, K. H. & Lauze, Francois Bernard, 2013, Computer Vision – ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part IV. Lee, K. M., Matsushita, Y., Rehg, J. M. & Hu, Z. (eds.). Springer, p. 231-242 12 p. (Lecture notes in computer science, Vol. 7727).

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

  18. 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

  19. 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

  20. 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

  21. 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

  22. Published

    Classification in medical image analysis using adaptive metric k-NN

    Chen, C., Chernoff, K., Karemore, G., Lo, P. C. P., Nielsen, Mads & Lauze, Francois Bernard, 2010, Medical Imaging 2010: image processing. Dawant, B. M. & Haynor, D. R. (eds.). SPIE - International Society for Optical Engineering, 9 p. 76230S. (Progress in Biomedical Optics and Imaging; No. 33, Vol. 11).

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

  23. 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

  24. 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

  25. 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

  26. Published

    Deinterlacing Using Variational Methods

    Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2008, In: IEEE Transactions on Image Processing. 17, 11, p. 2015-2028 14 p.

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

  27. Published

    Density-based non-rigid registration of diffusion-weighted images

    Jensen, H. G., Lauze, Francois Bernard, Nielsen, Mads & Darkner, Sune, Apr 2017.

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

  28. 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

  29. 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

  30. 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

  31. 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

  32. Published

    First Order Locally Orderless Registration

    Darkner, Sune, Vidarte, J. D. T. & Lauze, Francois Bernard, 2021, Scale Space and Variational Methods in Computer Vision - 8th International Conference, SSVM 2021, Proceedings. Elmoataz, A., Fadili, J., Quéau, Y., Rabin, J. & Simon, L. (eds.). Springer, p. 177-188 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12679 LNCS).

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

  33. 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

  34. 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

  35. Published

    Fundamental geodesic deformations in spaces of treelike shapes

    Feragen, A., Lauze, Francois Bernard & Nielsen, Mads, 2010, 20th International Conference on Pattern Recogniction - ICPR 2010. IEEE, p. 2089-2093 5 p.

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

  36. 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

  37. 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

  38. Published

    Geodesic exponential kernels: when curvature and linearity conflict

    Feragen, A., Lauze, Francois Bernard & Hauberg, S., 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015). IEEE, p. 3032-3042 11 p.

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

  39. Published

    Geometries on spaces of treelike shapes

    Feragen, A., Lauze, Francois Bernard, Lo, P. C. P., de Bruijne, Marleen & Nielsen, Mads, 2011, Computer Vision – ACCV 2010 : 10th Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010, Revised Selected Papers, Part II. Kimmel, R., Klette, R. & Sugimoto, A. (eds.). Springer, p. 160-173 14 p. (Lecture notes in computer science, Vol. 6493).

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

  40. Published

    Geometry and statistics: manifolds and stratified spaces

    Feragen, A., Nielsen, Mads, Jensen, E. B. V., Plessis, A. D. & Lauze, Francois Bernard, 2014, In: Journal of Mathematical Imaging and Vision. 50, 1, p. 1-4 4 p.

    Research output: Contribution to journal › Editorial › Research

  41. 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

  42. 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

  43. Published

    Improving Face Detection with TOF Cameras

    Hansen, D. W., Larsen, R. & Lauze, Francois Bernard, 2007, International Symposium on Signals, Circuits and Systems. IEEE Signal Processing Society, Vol. 1. p. 225-228 4 p.

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

  44. Published

    Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images

    Jensen, H. G., Lauze, Francois Bernard & Darkner, Sune, 2022, In: Journal of Mathematical Imaging and Vision. 64, p. 1-16

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

  45. Inpainting Driven Segmentation

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

    Research output: Patent

  46. 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

  47. 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

  48. 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

  49. Published

    Local mean multiphase segmentation with HMMF models

    Hansen, J. D. K. & Lauze, Francois Bernard, 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. 396-407 12 p. (Lecture notes in computer science, Vol. 10302).

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

  50. Published

    Locally orderless registration for diffusion weighted images

    Jensen, H. G., Lauze, Francois Bernard, Nielsen, Mads & Darkner, Sune, 2015, Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer, p. 305-312 8 p. (Lecture notes in computer science, Vol. 9350).

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

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