Rachid Deriche
Orcid: 0000-0002-4643-8417
According to our database1,
Rachid Deriche
authored at least 221 papers
between 1982 and 2023.
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Bibliography
2023
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge.
NeuroImage, August, 2023
2022
CNN and diffusion MRI’s 4th degree rotational invariants for Alzheimer’s disease identification.
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022
2021
Browser-Level Parallelism and Interactive Rendering APIs for Scalable Computation-Intensive SaaS: Application to Brain Diffusion MRI.
IEEE Trans. Serv. Comput., 2021
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
NeuroImage, 2021
Towards linking diffusion MRI based macro- and microstructure measures with cortico-cortical transmission in brain tumor patients.
NeuroImage, 2021
Brain Tissue Microstructure Characterization Using dMRI Based Autoencoder Neural-Networks.
Proceedings of the Computational Diffusion MRI - 12th International Workshop, 2021
A Spherical Convolutional Neural Network for White Matter Structure Imaging via dMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
Investigating The Effect Of Dmri Signal Representation On Fully-Connected Neural Networks Brain Tissue Microstructure Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Incorporating Transmission Delays Supported By Diffusion Mri In Meg Source Reconstruction.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
A computational Framework for generating rotation invariant features and its application in diffusion MRI.
Medical Image Anal., 2020
Medical Image Anal., 2020
Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging.
Medical Image Anal., 2020
Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perceptual loss.
CoRR, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model.
IEEE Trans. Image Process., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
The Dmipy Toolbox: Diffusion MRI Multi-Compartment Modeling and Microstructure Recovery Made Easy.
Frontiers Neuroinformatics, 2019
Estimation of axonal conduction speed and the inter hemispheric transfer time using connectivity informed maximum entropy on the mean.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Analytical Fiber ODF Reconstruction in 3D Polarized Light Imaging: Performance Assessment.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Groupwise structural parcellation of the whole cortex: A logistic random effects model based approach.
NeuroImage, 2018
Medical Image Anal., 2018
Combining Improved Euler and Runge-Kutta 4th order for Tractography in Diffusion-Weighted MRI.
Biomed. Signal Process. Control., 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Medical Image Anal., 2017
Inference and Visualization of Information Flow in the Visual Pathway Using dMRI and EEG.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Assessing the feasibility of estimating axon diameter using diffusion models and machine learning.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Solving the inclination sign ambiguity in three dimensional Polarized Light Imaging with a PDE-based method.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical Approaches.
Proceedings of the Information Processing in Medical Imaging, 2017
2016
MAPL: Tissue microstructure estimation using Laplacian-regularized MAP-MRI and its application to HCP data.
NeuroImage, 2016
Medical Image Anal., 2016
Extracting the Core Structural Connectivity Network: Guaranteeing Network Connectedness Through a Graph-Theoretical Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Ensemble average propagator estimation of axon diameter in diffusion MRI: Implications and limitations.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Elucidating dispersion effects in perfusion MRI by means of dispersion-compliant bases.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
A sensitivity analysis of q-space indices with respect to changes in axonal diameter, dispersion and tissue composition.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?
Medical Image Anal., 2015
Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion Processes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Using 3D-SHORE and MAP-MRI to obtain both tractography and microstructural constrast from a clinical DMRI acquisition.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
AxTract: Microstructure-Driven Tractography Based on the Ensemble Average Propagator.
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI.
IEEE Trans. Medical Imaging, 2014
NeuroImage, 2014
Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI.
NeuroImage, 2014
A Hybrid SaaS/Grid Architecture for Diffusion MRI in Brain Imaging Field: SaaS as a New Access Model for Computation Grids.
Int. J. Organ. Collect. Intell., 2014
Comput. Math. Methods Medicine, 2014
Complete Set of Invariants of a 4 th Order Tensor: The 12 Tasks of HARDI from Ternary Quartics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
Proceedings of the Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, 2014
2013
NeuroImage, 2013
Continuous diffusion signal, EAP and ODF estimation via Compressive Sensing in diffusion MRI.
Medical Image Anal., 2013
A computational diffusion MRI and parametric dictionary learning framework for modeling the diffusion signal and its features.
Medical Image Anal., 2013
A polynomial approach for extracting the extrema of a spherical function and its application in diffusion MRI.
Medical Image Anal., 2013
Int. J. Biomed. Imaging, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Non-negative Spherical Deconvolution (NNSD) for Fiber Orientation Distribution Function Estimation.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Cortex parcellation via diffusion data as prior knowledge for the MEG inverse problem.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Diffusion MRI signal reconstruction with continuity constraint and optimal regularization.
Medical Image Anal., 2012
Int. J. Biomed. Imaging, 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Nonnegative Definite EAP and ODF Estimation via a Unified Multi-shell HARDI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A nested cortex parcellation combining analysis of MEG forward problem and diffusion MRI tractography.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Impact of Radial and Angular Sampling on Multiple Shells Acquisition in Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Diffeomorphism Invariant Riemannian Framework for Ensemble Average Propagator Computing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Spherical Polar Fourier EAP and odf reconstruction via compressed sensing in diffusion mri.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Extracting geometrical features & peak fractional anisotropy from the ODF for white matter characterization.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
A Polynomial Approach for Maxima Extraction and Its Application to Tractography in HARDI.
Proceedings of the Information Processing in Medical Imaging, 2011
2010
Unsupervised white matter fiber clustering and tract probability map generation: Applications of a Gaussian process framework for white matter fibers.
NeuroImage, 2010
Image Vis. Comput., 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Model-Free and Analytical EAP Reconstruction via Spherical Polar Fourier Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Model-Free, Regularized, Fast, and Robust Analytical Orientation Distribution Function Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Fast and closed-form ensemble-average-propagator approximation from the 4th-order diffusion tensor.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
Deterministic and Probabilistic Tractography Based on Complex Fibre Orientation Distributions.
IEEE Trans. Medical Imaging, 2009
SIAM J. Imaging Sci., 2009
Optimal real-time Q-ball imaging using regularized Kalman filtering with incremental orientation sets.
Medical Image Anal., 2009
High Angular Resolution Diffusion MRI Segmentation Using Region-Based Statistical Surface Evolution.
J. Math. Imaging Vis., 2009
A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking.
Image Vis. Comput., 2009
Real-time magnetic resonance Q-Ball imaging using Kalman filtering with Laplace-Beltrami regularization.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Diffusion Propagator Imaging: Using Laplace's Equation and Multiple Shell Acquisitions to Reconstruct the Diffusion Propagator.
Proceedings of the Information Processing in Medical Imaging, 2009
2008
Texture and color segmentation based on the combined use of the structure tensor and the image components.
Signal Process., 2008
Labeling of ambiguous subvoxel fibre bundle configurations in high angular resolution diffusion MRI.
NeuroImage, 2008
NeuroImage, 2008
Computational analysis and learning for a biologically motivated model of boundary detection.
Neurocomputing, 2008
Int. J. Biomed. Imaging, 2008
Riemannian Framework for Estimating Symmetric Positive Definite 4th Order Diffusion Tensors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Signal Process., 2007
A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape.
Int. J. Comput. Vis., 2007
Int. J. Comput. Vis., 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
Statistics on the Manifold of Multivariate Normal Distributions: Theory and Application to Diffusion Tensor MRI Processing.
J. Math. Imaging Vis., 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
A Multiphase Level Set Based Segmentation Framework with Pose Invariant Shape Priors.
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
Variational Approaches to the Estimation, Regularizatinn and Segmentation of Diffusion Tensor Images.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006
2005
Vector-Valued Image Regularization with PDEs: A Common Framework for Different Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Comput. Vis. Image Underst., 2005
Regularization of Mappings Between Implicit Manifolds of Arbitrary Dimension and Codimension.
Proceedings of the Variational, 2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
2004
Int. J. Imaging Syst. Technol., 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Segmentation of 3D Probability Density Fields by Surface Evolution: Application to Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Level Set and Region Based Surface Propagation for Diffusion Tensor MRI Segmentation.
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004
Inferring White Matter Geometry from Di.usion Tensor MRI: Application to Connectivity Mapping.
Proceedings of the Computer Vision, 2004
A Biologically Motivated and Computationally Tractable Model of Low and Mid-Level Vision Tasks.
Proceedings of the Computer Vision, 2004
2003
A Superresolution Framework for fMRI Sequences and Its Impact on Resulting Activation Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Computer Aided Systems Theory, 2003
Vector-Valued Image Regularization with PDE's : A Common Framework for Different Applications.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Geodesic Active Regions: A New Framework to Deal with Frame Partition Problems in Computer Vision.
J. Vis. Commun. Image Represent., 2002
Dense Disparity Map Estimation Respecting Image Discontinuities: A PDE and Scale-Space Based Approach.
J. Vis. Commun. Image Represent., 2002
Int. J. Comput. Vis., 2002
Int. J. Comput. Vis., 2002
Constrained Flows of Matrix-Valued Functions: Application to Diffusion Tensor Regularization.
Proceedings of the Computer Vision, 2002
2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Corrections to 'Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects'.
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Image Vis. Comput., 2000
Dense Disparity Map Estimation Respecting Image Discontinuities: A PDE and Scale-Space BasedApproach.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
1999
J. Math. Imaging Vis., 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Segmentation of bathymetric profiles and terrain matching for underwater vehicle navigation.
Int. J. Syst. Sci., 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
Image Sequence Restoration: A PDE Based Coupled Method for Image Restoration and Motion Segmentation.
Proceedings of the Computer Vision, 1998
Proceedings of the Computer Vision, 1998
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Dense Depth Map Reconstruction: A Minimization and Regularization Approach which Preserves Discontinuities.
Proceedings of the Computer Vision, 1996
1995
A Robust Technique for Matching two Uncalibrated Images Through the Recovery of the Unknown Epipolar Geometry.
Artif. Intell., 1995
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
Optical-Flow Estimation while Preserving Its Discontinuities: A Variational Approach.
Proceedings of the Recent Developments in Computer Vision, 1995
1994
Proceedings of IAPR Workshop on Machine Vision Applications, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the Computer Vision, 1994
Extraction of the zero-crossings of the curvature derivatives in volumic 3D medical images: a multi-scale approach.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
Stereo matching, reconstruction and refinement of 3D curves using deformable contours.
Proceedings of the Fourth International Conference on Computer Vision, 1993
Recovering and characterizing image features using an efficient model based approach.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993
1992
Int. J. Pattern Recognit. Artif. Intell., 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
Dense Depth Recovery From Stereo Images.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992
1991
Image Vis. Comput., 1991
CVGIP Image Underst., 1991
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991
1990
Information contained in the motion field of lines and the cooperation between motion and stereo.
Int. J. Imaging Syst. Technol., 1990
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990
Proceedings of the Third International Conference on Computer Vision, 1990
Proceedings of the Third International Conference on Computer Vision, 1990
Proceedings of the Computer Vision, 1990
1989
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989
1988
Proceedings of IAPR Workshop on Computer Vision, 1988
Depth and Motion Analysis: The Machine Being Developed within Esprit Project 940 (Invited).
Proceedings of IAPR Workshop on Computer Vision, 1988
A General Recursive Filtering Structure for Early Vision and its Hardware Architecture.
Proceedings of IAPR Workshop on Computer Vision, 1988
Proceedings of the 9th International Conference on Pattern Recognition, 1988
1987
Int. J. Comput. Vis., 1987
1982
Proceedings of the IEEE International Conference on Acoustics, 1982