Francois Bernard Lauze
Associate Professor
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
- 2023
- 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
- Published
Refractive Pose Refinement: Generalising the Geometric Relation between Camera and Refractive Interface
Hu, X., Lauze, Francois Bernard & Steenstrup Pedersen, Kim, 2023, In: International Journal of Computer Vision. 131, 6, p. 1448-1476Research output: Contribution to journal › Journal article › Research › peer-review
- Published
- 2022
- 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
- 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. 1-11Research output: Contribution to journal › Conference article › Research
- 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. 1-16Research output: Contribution to journal › Journal article › Research › peer-review
- 2021
- 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. 2569-2578Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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
- 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
- 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. 5254-5261Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2020
- Published
Refractive Multi-view Stereo
Cassidy, M., Melou, J., Queau, Y., Lauze, Francois Bernard & Durou, J. D., 2020, Proceedings, 2020 International Conference on 3D Vision (3DV). IEEE, p. 384-393Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2019
- 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
- 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
- Published
Segmentation of 2D and 3D Objects with Intrinsically Similarity Invariant Shape Regularisers
Hansen, J. D. K. & Lauze, Francois Bernard, 2019, Scale Space and Variational Methods in Computer Vision - 7th International Conference, SSVM 2019, Proceedings. Lellmann, J., Modersitzki, J. & Burger, M. (eds.). Springer, p. 369-380 12 p. (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
- 2018
- Published
Multiphase Local Mean Geodesic Active Regions
Hansen, J. D. K. & Lauze, Francois Bernard, Aug 2018, Proceedings, 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 3031- 3036 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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. 1367-1368Research output: Contribution to journal › Editorial › Research
- 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. 313-340Research output: Contribution to journal › Journal article › Research › peer-review
- 2017
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 2016
- 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
- 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
- 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
- Published
Éalonnage de sources lumineuses de type LED
Durix, B., Quéau, Y., Lucas, T., Boumaza, J., Durou, J. & Lauze, Francois Bernard, 2016. 8 p.Research output: Contribution to conference › Paper › Research
- 2015
- 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
- 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
- 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
- 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
- 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
- Published
On geodesic exponential kernels
Feragen, A., Lauze, Francois Bernard & Hauberg, S., 2015, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Feragen, A., Pelillo, M. & Loog, M. (eds.). Springer, p. 211-213 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review
- 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
- 2014
- 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
- 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
- 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
- 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
- 2013
- 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
- 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
- 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
- Published
On the bayesian reconstruction method for randomly oriented particles in cryo-EM
Brandt, S. S., Jensen, K. H. & Lauze, Francois Bernard, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 1166-1169 4 p. (International Symposium on Biomedical Imaging. Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 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
- 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
- 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
- Published
Toward a theory of statistical tree-shape analysis
Feragen, A., Lo, P. C. P., de Bruijne, Marleen, Nielsen, Mads & Lauze, Francois Bernard, 2013, In: I E E E Transactions on Pattern Analysis and Machine Intelligence. 35, 8, p. 2008-2021 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Unscented Kalman filtering on Riemannian manifolds
Hauberg, S., Lauze, Francois Bernard & Steenstrup Pedersen, Kim, 2013, In: Journal of Mathematical Imaging and Vision. 46, 1, p. 103-120 18 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2012
- 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
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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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313
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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
Published