Xavier Pennec

Research.com Recognitions

• 2025 - Research.com Computer Science in France Leader Award
• 2023 - Research.com Computer Science in France Leader Award
• 2022 - Research.com Computer Science in France Leader Award

Overview

Best Publications

• Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

  Olivier Bernard;Alain Lalande;Clement Zotti;Frederick Cervenansky

  2143
  Citations

• Diffeomorphic demons: efficient non-parametric image registration.

  Tom Vercauteren;Xavier Pennec;Aymeric Perchant;Nicholas Ayache

  1933
  Citations

• A Riemannian Framework for Tensor Computing

  Xavier Pennec;Pierre Fillard;Nicholas Ayache

  1863
  Citations

• Comparison and Evaluation of Retrospective Intermodality Brain Image Registration Techniques

  West J;Fitzpatrick Jm;Wang My;Dawant Bm

  1320
  Citations

• Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements

  Xavier Pennec

  899
  Citations

• The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration

  Alexis Roche;Grégoire Malandain;Xavier Pennec;Nicholas Ayache

  853
  Citations

• Reconstructing a 3D structure from serial histological sections

  Sébastien Ourselin;Alexis Roche;Gérard Subsol;Xavier Pennec

  708
  Citations

• A log-euclidean framework for statistics on diffeomorphisms

  Vincent Arsigny;Olivier Commowick;Xavier Pennec;Nicholas Ayache

  584
  Citations

• Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration

  Sébastien Granger;Xavier Pennec

  572
  Citations

• Non-parametric diffeomorphic image registration with the demons algorithm

  Tom Vercauteren;Xavier Pennec;Aymeric Perchant;Nicholas Ayache

  531
  Citations

• Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach

  Tom Vercauteren;Xavier Pennec;Aymeric Perchant;Nicholas Ayache

  475
  Citations

• Rigid registration of 3-D ultrasound with MR images: a new approach combining intensity and gradient information

  A. Roche;X. Pennec;G. Malandain;N. Ayache

  411
  Citations

• Comparison and evaluation of retrospective intermodality image registration techniques

  Jay B. West;J. Michael Fitzpatrick;Matthew Yang Wang;Benoit M. Dawant

  410
  Citations

• Understanding the Demon's Algorithm: 3D Non-rigid Registration by Gradient Descent

  Xavier Pennec;Pascal Cachier;Nicholas Ayache

  397
  Citations

• Iconic feature based nonrigid registration: the PASHA algorithm

  Pascal Cachier;Eric Bardinet;Didier Dormont;Xavier Pennec

  373
  Citations

• Clinical DT-MRI Estimation, Smoothing, and Fiber Tracking With Log-Euclidean Metrics

  P. Fillard;X. Pennec;V. Arsigny;N. Ayache

  365
  Citations

• SVF-Net: Learning Deformable Image Registration Using Shape Matching

  Marc-Michel Rohé;Manasi Datar;Tobias Heimann;Maxime Sermesant

  328
  Citations

• Fast and simple calculus on tensors in the log-euclidean framework

  Vincent Arsigny;Pierre Fillard;Xavier Pennec;Nicholas Ayache

  308
  Citations

• Flexible and Efficient Workflow Deployment of Data-Intensive Applications On Grids With MOTEUR

  Tristan Glatard;Johan Montagnat;Diane Lingrand;Xavier Pennec

  279
  Citations

• A Framework for Uncertainty and Validation of 3-D RegistrationMethods Based on Points and Frames

  Xavier Pennec;Jean-Philippe Thirion

  251
  Citations

• Clinical DT-MRI estimation, smoothing and fiber tracking with Log-Euclidean metrics

  P. Fillard;V. Arsigny;X. Pennec;N. Ayache

  96
  Citations