François Lauze

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 29

Top Topics

Convolutional Neural Network

Variational Methods

Photometric Stereo

Diffusion Weighted

Top Venues

J. Math. Imaging Vis.

Publications

Robin Bruneau, Baptiste Brument, Lilian Calvet, Matthew Cassidy, Jean Mélou, Yvain Quéau, Jean-Denis Durou, François Lauze
Multi-view stereo of an object immersed in a refractive medium. J. Electronic Imaging 33 (3) (2024)
Jon Sporring, Peidi Xu, Jiahao Lu, François Lauze, Sune Darkner
Locally orderless networks. CoRR (2024)
Kjartan Madsen, Zenjie Li, François Lauze, Kamal Nasrollahi
Person Fall Detection Using Weakly Supervised Methods. WACV (Workshops) (2024)
Xiao Hu, François Lauze, Kim Steenstrup Pedersen
Refractive Pose Refinement. Int. J. Comput. Vis. 131 (6) (2023)
Rasmus Netterstrøm, Nikolay Kutuzov, Sune Darkner, Maurits Jørring Pallesen, Martin Johannes Lauritzen, Kenny Erleben, François Lauze
Deep Learning-Assisted Localisation of Nanoparticles in synthetically generated two-photon microscopy images. CoRR (2023)
Yvain Quéau, Robin Bruneau, Jean Mélou, Jean-Denis Durou, François Lauze
On Photometric Stereo in the Presence of a Refractive Interface. SSVM (2023)
Renfei Liu, François Lauze, Erik Bekkers, Kenny Erleben, Sune Darkner
Group Convolutional Neural Networks for DWI Segmentation. GeoMedIA (2022)
Henrik G. Jensen, François Lauze, Sune Darkner
Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images. J. Math. Imaging Vis. 64 (1) (2022)
Xiao Hu, François Lauze, Kim Steenstrup Pedersen, Jean Mélou
Absolute and Relative Pose Estimation in Refractive Multi View. ICCVW (2021)
Sune Darkner, José D. Tascón-Vidarte, François Lauze
First Order Locally Orderless Registration. SSVM (2021)
Renfei Liu, François Lauze, Kenny Erleben, Sune Darkner
Bundle Geodesic Convolutional Neural Network for DWI Segmentation from Single Scan Learning. CDMRI@MICCAI (2021)
Sune Darkner, Jose D. Tascon, François Lauze
First Order Locally Orderless Registration. CoRR (2021)
Arthur Renaudeau, Travis Seng, Axel Carlier, Fabien Pierre, François Lauze, Jean-François Aujol, Jean-Denis Durou
Learning Defects in Old Movies from Manually Assisted Restoration. ICPR (2020)
Matthew Cassidy, Jean Mélou, Yvain Quéau, François Lauze, Jean-Denis Durou
Refractive Multi-view Stereo. 3DV (2020)
Jacob Daniel Kirstejn Hansen, François Lauze
Segmentation of 2D and 3D Objects with Intrinsically Similarity Invariant Shape Regularisers. SSVM (2019)
Arthur Renaudeau, François Lauze, Fabien Pierre, Jean-François Aujol, Jean-Denis Durou
Alternate Structural-Textural Video Inpainting for Spot Defects Correction in Movies. SSVM (2019)
Jintao Ren, Arash Moaddel H., Ellen M. Hauge, Kresten K. Keller, Rasmus K. Jensen, François Lauze
Automatic detection and localization of bone erosion in hand HR-pQCT. Medical Imaging: Computer-Aided Diagnosis (2019)
Henrik Grønholt Jensen, François Lauze, Sune Darkner
Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images. CoRR (2019)
Jacob Daniel Kirstejn Hansen, François Lauze
Multiphase Local Mean Geodesic Active Regions. ICPR (2018)
Yvain Quéau, Bastien Durix, Tao Wu, Daniel Cremers, François Lauze, Jean-Denis Durou
LED-Based Photometric Stereo: Modeling, Calibration and Numerical Solution. J. Math. Imaging Vis. 60 (3) (2018)
François Lauze, Yiqiu Dong, Anders Bjorholm Dahl
Guest Editorial: Scale Space and Variational Methods. J. Math. Imaging Vis. 60 (9) (2018)
François Lauze, Mads Nielsen
On Variational Methods for Motion Compensated Inpainting. CoRR (2018)
Marco Loog, François Lauze
Scale-Regularized Filter Learning. CoRR (2017)
Yvain Quéau, Tao Wu, François Lauze, Jean-Denis Durou, Daniel Cremers
A Non-convex Variational Approach to Photometric Stereo under Inaccurate Lighting. CVPR (2017)
Yvain Quéau, Bastien Durix, Tao Wu, Daniel Cremers, François Lauze, Jean-Denis Durou
LED-based Photometric Stereo: Modeling, Calibration and Numerical Solution. CoRR (2017)
Jacob Daniel Kirstejn Hansen, François Lauze
Local Mean Multiphase Segmentation with HMMF Models. SSVM (2017)
François Lauze, Yvain Quéau, Esben Plenge
Simultaneous Reconstruction and Segmentation of CT Scans with Shadowed Data. SSVM (2017)
Marco Loog, François Lauze
Supervised Scale-Regularized Linear Convolutionary Filters. BMVC (2017)
Matthew G. Liptrot, François Lauze
Rotationally invariant clustering of diffusion MRI data using spherical harmonics. Medical Imaging: Image Processing (2016)
Aasa Feragen, François Lauze, Søren Hauberg
Geodesic exponential kernels: When curvature and linearity conflict. CVPR (2015)
Yvain Quéau, François Lauze, Jean-Denis Durou
Solving Uncalibrated Photometric Stereo Using Total Variation. J. Math. Imaging Vis. 52 (1) (2015)
Yvain Quéau, François Lauze, Jean-Denis Durou
A L^1 -TV Algorithm for Robust Perspective Photometric Stereo with Spatially-Varying Lightings. SSVM (2015)
Henrik G. Jensen, François Lauze, Mads Nielsen, Sune Darkner
Locally Orderless Registration for Diffusion Weighted Images. MICCAI (2) (2015)
Stefan Sommer, François Lauze, Mads Nielsen
Optimization over geodesics for exact principal geodesic analysis. Adv. Comput. Math. 40 (2) (2014)
Aasa Feragen, François Lauze, Søren Hauberg
Geodesic Exponential Kernels: When Curvature and Linearity Conflict. CoRR (2014)
Aasa Feragen, Mads Nielsen, Eva Bjørn Vedel Jensen, Andrew du Plessis, François Lauze
Geometry and Statistics: Manifolds and Stratified Spaces. J. Math. Imaging Vis. 50 (1-2) (2014)
Claes Nøhr Ladefoged, Flemming Littrup Andersen, Sune Høgild Keller, Thomas Beyer, Liselotte Højgaard, François Lauze
Correction of dental artifacts within the anatomical surface in PET/MRI using active shape models and k-nearest-neighbors. Medical Imaging: Image Processing (2014)
Adhish Prasoon, Christian Igel, Marco Loog, François Lauze, Erik B. Dam, Mads Nielsen
Femoral cartilage segmentation in Knee MRI scans using two stage voxel classification. EMBC (2013)
Adhish Prasoon, Kersten Petersen, Christian Igel, François Lauze, Erik Dam, Mads Nielsen
Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network. MICCAI (2) (2013)
Yvain Quéau, François Lauze, Jean-Denis Durou
Solving the Uncalibrated Photometric Stereo Problem Using Total Variation. SSVM (2013)
Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec
Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework. J. Math. Imaging Vis. 46 (3) (2013)
Søren Hauberg, François Lauze, Kim Steenstrup Pedersen
Unscented Kalman Filtering on Riemannian Manifolds. J. Math. Imaging Vis. 46 (1) (2013)
Sami Sebastian Brandt, Katrine Hommelhoff Jensen, François Lauze
On the bayesian reconstruction method for randomly oriented particles in cryo-EM. ISBI (2013)
Aasa Feragen, Pechin Lo, Marleen de Bruijne, Mads Nielsen, François Lauze
Toward a Theory of Statistical Tree-Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 35 (8) (2013)
Sami S. Brandt, Katrine Hommelhoff Jensen, François Lauze
Bayesian Epipolar Geometry Estimation from Tomographic Projections. ACCV (4) (2012)
Aasa Feragen, Pechin Lo, Marleen de Bruijne, Mads Nielsen, François Lauze
Towards a theory of statistical tree-shape analysis CoRR (2012)
C. Chen, Lauge Sørensen, François Lauze, Christian Igel, Marco Loog, Aasa Feragen, Marleen de Bruijne, Mads Nielsen
Towards exaggerated emphysema stereotypes. Medical Imaging: Computer-Aided Diagnosis (2012)
Adhish Prasoon, Christian Igel, Marco Loog, François Lauze, Erik Dam, Mads Nielsen
Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage. Medical Imaging: Image Processing (2012)
Xin Huang, Lars Lau Rakêt, Huynh Van Luong, Mads Nielsen, François Lauze, Søren Forchhammer
Multi-hypothesis transform domain Wyner-Ziv video coding including optical flow. MMSP (2011)
Aasa Feragen, Søren Hauberg, Mads Nielsen, François Lauze
Means in spaces of tree-like shapes. ICCV (2011)
Sune Høgild Keller, François Lauze, Mads Nielsen
Video Super-Resolution Using Simultaneous Motion and Intensity Calculations. IEEE Trans. Image Process. 20 (7) (2011)
Alonso Ramirez-Manzanares, Mariano Rivera, Pierre Kornprobst, François Lauze
Variational Multi-Valued Velocity Field Estimation for Transparent Sequences. J. Math. Imaging Vis. 40 (3) (2011)
Aditya Tatu, François Lauze, Mads Nielsen, Benjamin B. Kimia
Exploring the representation capabilities of the HOG descriptor. ICCV Workshops (2011)
Chen Chen, François Lauze, Christian Igel, Aasa Feragen, Marco Loog, Mads Nielsen
Towards exaggerated image stereotypes. ACPR (2011)
Stefan Sommer, Mads Nielsen, François Lauze, Xavier Pennec
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales. IPMI (2011)
Lars Lau Rakêt, Lars Roholm, Mads Nielsen, François Lauze
Optical Flow for Vector Valued Images. EMMCVPR (2011)
Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec
Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration. SSVM (2011)
Aasa Feragen, François Lauze, Mads Nielsen
Fundamental Geodesic Deformations in Spaces of Treelike Shapes. ICPR (2010)
Marco Loog, François Lauze
The Improbability of Harris Interest Points. IEEE Trans. Pattern Anal. Mach. Intell. 32 (6) (2010)
Stefan Sommer, François Lauze, Søren Hauberg, Mads Nielsen
Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations. ECCV (6) (2010)
Chen Chen, Konstantin Chernoff, Gopal Karemore, Pechin Lo, Mads Nielsen, François Lauze
Classification in medical images using adaptive metric k-NN. Medical Imaging: Image Processing (2010)
Aditya Tatu, François Lauze, Stefan Sommer, Mads Nielsen
On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric. J. Math. Imaging Vis. 38 (3) (2010)
Pauline Julian, Christophe Dehais, François Lauze, Vincent Charvillat, Adrien Bartoli, Ariel Choukroun
Automatic Hair Detection in the Wild. ICPR (2010)
Stefan Sommer, François Lauze, Mads Nielsen
The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis CoRR (2010)
Aasa Feragen, François Lauze, Pechin Lo, Marleen de Bruijne, Mads Nielsen
Geometries on Spaces of Treelike Shapes. ACCV (2) (2010)
Stefan Sommer, Aditya Tatu, Chen Chen, D. R. Jurgensen, Marleen de Bruijne, Marco Loog, Mads Nielsen, François Lauze
Bicycle chain shape models. CVPR Workshops (2009)
David Gustavsson, Kim Steenstrup Pedersen, François Lauze, Mads Nielsen
On the Rate of Structural Change in Scale Spaces. SSVM (2009)
François Lauze, Mads Nielsen
From Inpainting to Active Contours. Int. J. Comput. Vis. 79 (1) (2008)
Arish A. Qazi, Erik B. Dam, Marco Loog, Mads Nielsen, François Lauze, Claus Christiansen
A variational method for automatic localization of the most pathological ROI in the knee cartilage. Medical Imaging: Image Processing (2008)
Sune Høgild Keller, François Lauze, Mads Nielsen
Deinterlacing Using Variational Methods. IEEE Trans. Image Process. 17 (11) (2008)
Lars A. Conrad-Hansen, Marleen de Bruijne, François Lauze, László B. Tankó, Paola Pettersen, Qing He, Jianghong Chen, Claus Christiansen, Mads Nielsen
Quantifying Calcification in the Lumbar Aorta on X-Ray Images. MICCAI (2) (2007)
Juan Eugenio Iglesias, Marleen de Bruijne, Marco Loog, François Lauze, Mads Nielsen
A Family of Principal Component Analyses for Dealing with Outliers. MICCAI (2) (2007)
Sune Høgild Keller, François Lauze, Mads Nielsen
Motion Compensated Video Super Resolution. SSVM (2007)
Marco Loog, François Lauze
Blur Invariant Image Priors. SSVM (2007)
Alonso Ramirez-Manzanares, Mariano Rivera, Pierre Kornprobst, François Lauze
A Variational Approach for Multi-valued Velocity Field Estimation in Transparent Sequences. SSVM (2007)
François Lauze, Marleen de Bruijne
Toward automated detection and segmentation of aortic calcifications from radiographs. Medical Imaging: Image Processing (2007)
Aditya Tatu, François Lauze, Mads Nielsen, Ole Fogh Olsen
Curve Evolution in Subspaces. SSVM (2007)
Lars A. Conrad-Hansen, Marleen de Bruijne, François Lauze, László B. Tankó, Mads Nielsen
A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images. Medical Imaging: Image Processing (2006)
François Lauze, Mads Nielsen
From Inpainting to Active Contours. VLSM (2005)
Sune Høgild Keller, Kim Steenstrup Pedersen, François Lauze
Detecting Interlaced or Progressive Source of Video. MMSP (2005)
Lars A. Conrad-Hansen, Marleen de Bruijne, François Lauze, László B. Tankó, Mads Nielsen
Quantizing Calcification in the Lumbar Aorta on 2-D Lateral X-Ray Images. CVBIA (2005)
Lars Arne Conrad-Hansen, François Lauze, László B. Tankó, Mads Nielsen
Quantizing calcification in the lumbar aorta on 2-D lateral x-ray images. Medical Imaging: Image Processing (2005)
Sune Høgild Keller, François Lauze, Mads Nielsen
A Total Variation Motion Adaptive Deinterlacing Scheme. Scale-Space (2005)
François Lauze, Pierre Kornprobst, Étienne Mémin
A Course to Fine Multiscale Approach for Linear Least Squares Optical Flow Estimation. BMVC (2004)
François Lauze, Mads Nielsen
A Variational Algorithm For Motion Compensated Inpainting. BMVC (2004)