Restoration of spiky signals: a new optimal estimate and a comparison. - Christian Heinrich; Jean-François Bercher; Guy Le Besnerais; Guy Demoment (ICASSP, 1995)

A Topology Preserving Method for 3-D Non-rigid Brain Image Registration. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (MICCAI (2), 2003)

Interpretation and improvement of an iterative wavelet-based denoising method. - Radu Ranta; Christian Heinrich; Valérie Louis-Dorr; Didier Wolf (IEEE Signal Process. Lett., 2003)

A Topology Preserving Non-rigid Registration Method Using a Symmetric Similarity Function-Application to 3-D Brain Images. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (ECCV (3), 2004)

Iterative wavelet-based denoising methods and robust outlier detection. - Radu Ranta; Valérie Louis-Dorr; Christian Heinrich; Didier Wolf (IEEE Signal Process. Lett., 2005)

3-D deformable image registration: a topology preservation scheme based on hierarchical deformation models and interval analysis optimization. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (IEEE Trans. Image Process., 2005)

Design of Local Filters for the Deconvolution of Electron Energy Loss Spectrum. - David Brie; Christian Heinrich (ICASSP (3), 2006)

Retrospective evaluation of a topology preserving non-rigid registration method. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (Medical Image Anal., 2006)

Unsupervised Nonlinear Manifold Learning. - Matthieu Brucher; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (ICIP (2), 2007)

ALC: Alcohol Language Corpus. - Florian Schiel; Christian Heinrich; Sabine Barfüßer; Thomas Gilg (LREC, 2008)

Symmetric Nonrigid Image Registration: Application to Average Brain Templates Construction. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (MICCAI (2), 2008)

MR Brain Tissue Classification Using an Edge-Preserving Spatially Variant Bayesian Mixture Model. - Giorgos Sfikas; Christophoros Nikou; Nikolas P. Galatsanos; Christian Heinrich (MICCAI (1), 2008)

A Metric Multidimensional Scaling-Based Nonlinear Manifold Learning Approach for Unsupervised Data Reduction. - Matthieu Brucher; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (EURASIP J. Adv. Signal Process., 2008)

Accurate Inversion of 3-D Transformation Fields. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (IEEE Trans. Image Process., 2008)

A Non-Local Fuzzy Segmentation Method: Application to Brain MRI. - Benoît Caldairou; François Rousseau 002; Nicolas Passat; Piotr A. Habas; Colin Studholme; Christian Heinrich (CAIP, 2009)

Joint recovery and segmentation of polarimetric images using a compound MRF and mixture modeling. - Giorgos Sfikas; Christian Heinrich; Jihad Zallat; Christophoros Nikou; Nikolas P. Galatsanos (ICIP, 2009)

Laying the foundation for in-car alcohol detection by speech. - Florian Schiel; Christian Heinrich (INTERSPEECH, 2009)

Multiple Atlas Inference and Population Analysis Using Spectral Clustering. - Giorgos Sfikas; Christian Heinrich; Christophoros Nikou (ICPR, 2010)

Rhythm and formant features for automatic alcohol detection. - Florian Schiel; Christian Heinrich; Veronika Neumeyer (INTERSPEECH, 2010)

Comparison of interpolation methods for angular resampling of diffusion weighted images. - Félix Renard; Vincent Noblet; Antoine Grigis; Christian Heinrich; Stéphane Kremer (IPTA, 2010)

Reorientation strategies for high order tensors. - Félix Renard; Vincent Noblet; Christian Heinrich; Stéphane Kremer (ISBI, 2010)

Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation. - Giorgos Sfikas; Christophoros Nikou; Nikolas P. Galatsanos; Christian Heinrich (J. Math. Imaging Vis., 2010)

Digestive Activity Evaluation by Multichannel Abdominal Sounds Analysis. - Radu Ranta; Valérie Louis-Dorr; Christian Heinrich; Didier Wolf; François Guillemin (IEEE Trans. Biomed. Eng., 2010)

Majorization-minimization mixture model determination in image segmentation. - Giorgos Sfikas; Christophoros Nikou; Nikolas P. Galatsanos; Christian Heinrich (CVPR, 2011)

Estimating Speaking Rate by Means of Rhythmicity Parameters. - Christian Heinrich; Florian Schiel (INTERSPEECH, 2011)

A new high order tensor decomposition: Application to reorientation. - Antoine Grigis; Félix Renard; Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (ISBI, 2011)

Statistical Kernel-based Modeling of Connectomes. - Félix Renard; Christian Heinrich; Sophie Achard; Edouard Hirsch; Stéphane Kremer (PRNI, 2012)

Alcohol language corpus: the first public corpus of alcoholized German speech. - Florian Schiel; Christian Heinrich; Sabine Barfüßer (Lang. Resour. Evaluation, 2012)

An efficient incremental strategy for constrained groupwise registration based on symmetric pairwise registration. - Vincent Noblet; Christian Heinrich; Fabrice Heitz; Jean-Paul Armspach (Pattern Recognit. Lett., 2012)

A Fourth Order Tensor Statistical Model for Diffusion Weighted MRI - Application to Population Comparison. - Theodosios Gkamas; Félix Renard; Christian Heinrich; Stéphane Kremer (ICPRAM (2), 2015)

Abstract: Multi-camera, Multi-person, and Real-time Fall Detection using Long Short Term Memory. - Christian Heinrich; Samad Koita; Mohammad Taufeeque; Nicolai Spicher; Thomas M. Deserno (Bildverarbeitung für die Medizin, 2021)