David Tschumperlé

Research scientist in applied mathematics and image processing, working at the CNRS Institute.

E-mail :
Contact : GREYC (UMR-CNRS 6072), Equipe IMAGE, 6 Bd du Marechal Juin, 14050 Caen Cedex / France.
Fax : +33 (0) 2.31.45.26.98

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::Publications

Here is a complete list of my publications. You can mostly download them in Acrobat Reader (.pdf) format.

Book Chapters (5)

EDP de Diffusion Anisotrope pour la Régularisation d'Image Multi-Canaux : Formalismes et Applications.
(D. Tschumperlé).
in Imagerie Couleur Numérique : Avancées et Perspectives (C. Fernandez-Maloigne, L. Macaire, F. Robert-Inacio Eds), Hermes, 2011.

Non-Local Regularization and Registration of Multi-Valued Images by PDE's and Variational Methods on Higher Dimensional Spaces.
(D. Tschumperlé, L. Brun).
in Mathematical Image Processing, Springer, June 2011.

Anisotropic Diffusion PDE's for Image Regularization and Visualization.
(D. Tschumperlé).
Handbook of Mathematical Methods in Imaging, 1st Edition, Springer 2010, ISBN: 978-0-387-92920-0.

Anisotropic Diffusion Partial Differential Equations in Multi-Channel Image Processing : Framework and Applications.
(D. Tschumperlé, R. Deriche).
Advances in Imaging and Electron Physics (AIEP), Academic Press, 2007, ISBN: 978-0-12-373907-0.

Variational Approaches to the Estimation, Regularization and Segmentation of Diffusion Tensor Images.
(R. Deriche, D. Tschumperlé, C. Lenglet, M. Rousson).
Mathematical Models of Computer Vision: The Handbook (Paragios, Chen & Faugeras), Springer, 2005, ISBN: 0387263713.
PhD Thesis / Books (2)

G'MIC : The Handbook.
(D. Tschumperlé).
"GREYC's Magic for Image Computing" Reference Manual, March 2012.

PDE-Based Regularization of Multivalued Images and Applications.
(D. Tschumperlé).
PhD Thesis from the University of Nice-Sophia Antipolis/France, December 2002.
(Awarded as the 2nd of the Best 2002-2003 PhD Thesis in the ``Telecom Valley'', also one of the 13 PhD Thesis selected for the ERCIM's Cor Baayen Award 2004 contest).
Journals (11)

Depth-guided disocclusion inpainting of synthesized RGB-D images.
(P. Buyssens, O. Le Meur, M. Daisy, D. Tschumperlé, O. Lézoray).
IEEE Transactions on Image Processing, Vol. PP, No. 9, pp 1--1, October 2016.

Exemplar-Based Inpainting: Technical Review and New Heuristics for Better Geometric Reconstructions.
(P. Buyssens, M. Daisy, D. Tschumperlé, O. Lézoray).
IEEE Transactions on Image Processing, Vol. 24, No. 6, pp 1809--1824, June 2015.

Recent Advances in Diffusion MRI Modeling : Angular and Radial Reconstruction.
(H-E Assemlal, D. Tschumperlé, L. Brun, K. Siddiqi).
Journal of Medical Image Analysis, Vol. 15, No. 4, pp. 369--396, August 2011.

Efficient and Robust Computation of PDF Features from Diffusion MR Signal.
(H-E Assemlal, D. Tschumperlé, L. Brun).
Journal of Medical Image Analysis, Vol. 13, No. 5, pp. 715--729, 2009, ISSN : 1361-8415.

A Time-Consistent Video Segmentation Algorithm designed for Real-Time Implementation..
(M. Elhassani, S. Jehan-Besson, L. Brun, M. Revenu, M. Duranton, D. Tschumperlé, D. Rivasseau).
Journal of VLSI Design, Vol. 2008, 2008.

Fast Anisotropic Smoothing of Multi-Valued Images using Curvature-Preserving PDE's.
(D. Tschumperlé).
International Journal of Computer Vision, Vol. 68, No. 1, pp. 65--82, 2006, ISSN : 0920-5691.

Vector-Valued Image Regularization with PDE's : A Common Framework for Different Applications.
(D. Tschumperlé, R. Deriche).
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 4, pp. 506--517, 2005.

Variational, Geometric and Statistical Methods for Modeling Brain Anatomy and Function.
(O. Faugeras, G. Adde, G. Charpiat, C. Chefd'hotel, M. Clerc, R. Deriche, G. Hermosillo, R. Keriven, P. Kornprobst, J. Kybic, C. Lenglet, L. Lopez-Perez, T. Papadopoulo, J-P. Pons, F. Segonne, B. Thirion, D. Tschumperlé, N. Wotawa).
NeuroImage, Vol. 23, No. 1, pp. 46--55, 2004.

Manifold Constrained PDEs and Geometric Integration Methods in Image.
(C. Chefd'hotel, D. Tschumperlé, R. Deriche, O. Faugeras).
Journal of Mathematical Imaging and Vision, Vol. 20, No. 1-2, pp. 147--162, 2004, ISSN : 0924-9907.

Orthonormal Vector Sets Regularization with PDE's and Applications.
(D. Tschumperlé, R. Deriche).
International Journal of Computer Vision, Vol. 50, No. 3, pp. 237--252, 2002, ISSN : 0920-5691.

Diffusion PDE's on Vector-valued Images : Local Approach and Geometric Viewpoint.
(D. Tschumperlé, R. Deriche).
IEEE Signal Processing Magazine, Vol. 19, No. 5, pp. 16--25, 2002, ISSN : 1053-5888.
International Conferences and Workshop (32)

Exemplar-based Video Completion with Geometry-guided Space-time Patch Blending.
(M. Daisy, P. Buyssens, D. Tschumperlé, O. Lezoray).
SIGGRAPH Asia 2015 Technical Briefs, Kobe, November 2015.

Depth-Aware Patch-based Image Disocclusion for Virtual View Synthesis.
(P. Buyssens, M. Daisy, D. Tschumperlé, O. Lezoray).
SIGGRAPH Asia 2015 Technical Briefs, Kobe, November 2015.

Tensor-directed Spatial Patch Blending for Pattern-based Inpainting Methods
(M. Daisy, P. Buyssens, D. Tschumperlé, O. Lezoray).
International Conference on Computer Analysis of Images and Patterns (CAIP'15), Valletta/Malta, September 2015.

Superpixel-based depth map inpainting for RGB-D view synthesis.
(P. Buyssens, M. Daisy, D. Tschumperlé, O. Lezoray).
IEEE International Conference on Image Processing (ICIP'15), Québec City/Canada, September 2015.

A Smarter Examplar-based Inpainting Algorithm using Local and Global Heuristics for more Geometric Coherence.
(M. Daisy, P. Buyssens, D. Tschumperlé, O. Lezoray).
IEEE International Conference on Image Processing (ICIP'14), Paris/France, October 2014
(Selected in the top 10% papers of the conference).

A Fast Spatial Patch Blending Algorithm for Artefact Reduction in Pattern-based Image Inpainting.
(M. Daisy, D. Tschumperlé, O. Lezoray).
SIGGRAPH Asia 2013 Technical Briefs, Hong-Kong, November 2013.

Spatial patch blending for artefact reduction in pattern-based inpainting techniques.
(M. Daisy, D. Tschumperlé, O. Lezoray).
International Conference on Computer Analysis of Images and Patterns (CAIP'13), York/UK, August 2013.

The CImg Library.
(D. Tschumperlé).
IPOL 2012 Meeting on Image Processing Libraries, Cachan/France, June 2012.

Tensor-Directed Simulation of Strokes for Image Stylization with Hatching and Contours.
(D. Tschumperlé).
IEEE International Conference on Image Processing (ICIP'11), Brussel/Belgium, September 2011.

Evaluation of q-Space Sampling Strategies for the Diffusion Magnetic Resonance Imaging.
(H-E Assemlal, D. Tschumperlé, L. Brun).
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'09), London/England, September 2009.

Non-Local Image Smoothing by Applying Anisotropic Diffusion PDE's in the Space of Patches.
(D. Tschumperlé, L. Brun).
IEEE International Conference on Image Processing (ICIP'09), Cairo/Egypt, November 2009.

Efficient Computation of PDF-Based Characteristics from Diffusion MR Signal.
(H-E Assemlal, D. Tschumperlé, L. Brun).
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'08), New York/USA, September 2008.

Robust Variational Estimation of PDF functions from Diffusion MR Signal.
(H-E Assemlal, D. Tschumperlé, L. Brun).
MICCAI Workshop on Computational Diffusion MRI (CDMRI'08), New York/USA, September 2008.

Image Denoising and Registration by PDE's on the Space of Patches.
(D. Tschumperlé, L. Brun).
International Workshop on Local and Non-Local Approximation in Image Processing (LNLA'08), Lausanne/Switzerland, August 2008.

Fiber Tracking on HARDI Data Using Robust ODF Fields.
(H-E Assemlal, D. Tschumperlé, L. Brun).
IEEE International Conference on Image Processing (ICIP'07), Vol. 3, pp. 133-136, San Antonio/USA, September 2007, ISSN : 1522-4880.

Fast Time-Space Tracking of Smoothly Moving Fine Structures in Image Sequences.
(D. Tschumperlé, Y. Bentolila, J. Martinot, J. Fadili).
IEEE International Conference on Image Processing (ICIP'07), Vol. 6, pp. 317--320, San Antonio/USA, September 2007, ISSN : 1522-4880.

A Time-Consistent Video Segmentation Algorithm designed for Real-Time Implementation.
(M. Elhassani, S. Jehan-Besson, L. Brun, M. Revenu, M. Duranton, D. Tschumperlé, D. Rivasseau, L. Brun).
IEEE International Conference on Electronics, Circuits and Systems (ICECS'06), pp. 636--639, Nice/France, December 2006, ISBN : 1-4244-0395-2.

Wire Structure Pattern Extraction and Tracking From X-Ray Images of Composites Mechanisms.
(D. Tschumperlé, J. Fadili, Y. Bentolila).
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'06), Vol. 2, pp. 2461--2466, New York/USA, June 2006.

Vectorization of a Statistical Segmentation Algorithm.
(M. Elhassani, S. Jehan-Besson, D. Tschumperlé, L. Brun, M. Revenu, D. Rivasseau, M. Duranton).
International Congress of Imaging Science (ICIS'06), pp. 321--324, Rochester/USA, May 2006, ISSN : 0-89208-260-7.

Curvature-Preserving Regularization of Multi-Valued Images using PDE's.
(D. Tschumperlé).
European Conference on Computer Vision (ECCV'06), LNCS Vol. 3952, pp. 295--307, Graz/Austria, May 2006, ISSN : 302-9743.

Temporal Extension to Exemplar-based Inpainting Applied to Scratch Correction in Damaged Images Sequences.
(G. Forbin, B. Besserer, J. Boldys, D. Tschumperlé).
International Conference on Visualization, Imaging and Image Processing (VIIP'05), Benidorm/Spain, September 2005.

LIC-Based Regularization of Multi-Valued Images.
(D. Tschumperlé).
IEEE International Conference on Image Processing (ICIP'05), Vol. 3, pp. 533--536, Genoa/Italy, September 2005, ISBN : 0-7803-9134-9.

High Quality Deinterlacing using Inpainting and Shutter-Model Directed Temporal Interpolation.
(D. Tschumperlé, B. Besserer).
International Conference on Computer Vision and Graphics (ICCVG'04), pp. 301--307, Warsaw/Poland, September 2004, ISBN : 1402041780.

DT-MRI Estimation, Regularization and Fiber Tractography.
(R. Deriche, D. Tschumperlé, C. Lenglet).
IEEE International Symposium on Biomedical Imaging : Nano to Macro (ISBI'04), Vol. 1, pp. 9--12, Arlington/USA, Avril 2004.

Tensor Field Visualization with PDE's and Application to DT-MRI Fiber Visualization.
(D. Tschumperlé, R. Deriche).
IEEE Workshop on Variational and Level Set Methods (VLSM'03), Nice/France, October 2003.

Variational Frameworks for DT-MRI Estimation, Regularization and Visualization.
(D. Tschumperlé, R. Deriche).
IEEE International Conference on Computer Vision (ICCV'03), Vol. 1, pp. 116--124, Nice/France, October 2003.

Vector-Valued Image Regularization with PDE's : A Common Framework for Different Applications.
(D. Tschumperlé, R. Deriche).
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'03), Vol. 1, pp. 651--659, Madison/USA, June 2003
(Awarded as the Best Student Paper).

DT-MRI Images : Estimation, Regularization and Applications.
(D. Tschumperlé, R. Deriche).
International Conference on Computer Aided Systems Theory (EUROCAST'03), pp. 46--52, Las Palmas/Spain, January 2003.

Constrained Flows of Matrix-Valued Functions : Application to Diffusion Tensor Regularization.
(C. Chefd'hotel, D. Tschumperlé, R. Deriche).
European Conference on Computer Vision (ECCV'02), LNCS Vol. 2350, pp. 251--265, Copenhaguen/Denmark, June 2002, ISSN : 0302-9743.

Diffusion Tensor Regularization with Constraints Preservation.
(D. Tschumperlé, R. Deriche).
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'01), pp. 948--953, Kauai/Hawaii, December 2001.

Regularization of Orthonormal Vector Sets using Coupled PDE's.
(D. Tschumperlé, R. Deriche).
IEEE Workshop on Variational and Level Sets Methods (VLSM'01), Vancouver/Canada, July 2001
(Awarded as the Best Student Paper).

Constrained and Unconstrained PDE's for Vector Image Restoration.
(D. Tschumperlé, R. Deriche).
Scandinavian Conference on Image Analysis (SCIA'01), Bergen/Norway, June 2001.
National (French) Conferences (21)

Désocclusion de cartes de profondeurs pour la synthèse de vues virtuelles.
(P. Buyssens, O. Le Meur, M. Daisy, D. Tschumperlé et O. Lézoray).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'2016), Clermont-Ferrand/France, June 2016.

Désocclusion d’images basée patches pour la synthèse de vues virtuelles.
(P. Buyssens, M. Daisy, D. Tschumperlé, O. Lezoray).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'2016), Clermont-Ferrand/France, June 2016.

Un Algorithme d'Inpainting par Motif Utilisant des Heuristiques Locales et Globales pour une Meilleure Cohérence Géométrique.
(M. Daisy, P. Buyssens, D. Tschumperlé, O. Lezoray).
Colloque sur le Traitement du Signal et des Images (GRETSI'15), Lyon/France, September 2015.

Restauration de cartes de profondeur basée sur les superpixels pour la synthèse de vue RGB-D.
(P. Buyssens, M. Daisy, D. Tschumperlé, O. Lezoray).
Colloque sur le Traitement du Signal et des Images (GRETSI'15), Lyon/France, September 2015.

Mélange Spatio-temporel de Patchs pour une Réduction d'Artefacts Préservant la Géométrie des Images et des Vidéos.
(M. Daisy, P. Buyssens, D. Tschumperlé, O. Lezoray).
Colloque sur le Traitement du Signal et des Images (GRETSI'15), Lyon/France, September 2015.

Un algorithme rapide de fondu spatial pour la réduction d'artefacts visuels des méthodes d'inpainting ``basés patch''.
(M. Daisy, D. Tschumperlé, O. Lezoray).
Colloque sur la Compression et Représentation des Signaux Audiovisuels (CORESA'13), Le Creusot/France, November 2013
(Awarded as the Junior Researcher Award of the conference).

Extension des pseudo-gris pour la visualisation d'images scalaires sur des périphériques d'affichage couleur à faible profondeur de bits.
(D. Tschumperlé, P. David, O. Lezoray).
Colloque sur le Traitement du Signal et des Images (GRETSI'13), Brest/France, September 2013.

Fondu spatial de patchs pour la réduction des artéfacts dans des méthodes génériques d'inpainting basé motifs.
(M. Daisy, D. Tschumperlé, O. Lezoray).
Colloque sur le Traitement du Signal et des Images (GRETSI'13), Brest/France, September 2013.

Stylisation d'image basée contours et hachures par simulation de tracés de traits à géométrie tensorielle.
(D. Tschumperlé).
Colloque sur le Traitement du Signal et des Images (GRETSI'11), Bordeaux/France, September 2011.

Evaluation de stratégies d'échantillonnages de l'espace Q pour l'imagerie par résonance magnétique de diffusion.
(H-E. Assemlal, D. Tschumperlé, L. Brun).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'10), Caen/France, January 2010.

Estimation de caractéristiques quelconques de la PDF à partir d'un signal IRM de diffusion.
(H-E Assemlal, D. Tschumperlé, L. Brun).
Colloque sur le Traitement du Signal et des Images (GRETSI'09), Dijon/France, September 2009.

Lissage Non Local d'Images Multi-Valuées par Diffusion Anisotrope dans l'Espace des Patches.
(D. Tschumperlé, L. Brun).
Colloque sur le Traitement du Signal et des Images (GRETSI'09), Dijon/France, September 2009.

Estimation variationnelle robuste de modèles complexes de diffusion en IRM à haute résolution angulaire et tractographie.
(H-E Assemlal, D. Tschumperlé, L. Brun).
Colloque sur le Traitement du Signal et des Images (GRETSI'07), Troyes/France, September 2007.

Un algorithme robuste de segmentation vidéo pour des applications temps-réel.
(M. El Hassini, S. Jehan-Besson, D. Rivasseau, L. Brun, D. Tschumperlé, M. Revenu, M. Duranton).
Conférence sur la Compression et Représentation des Signaux Visuels (CORESA'06), Caen/France, November 2006.

Inpainting d'Images Couleurs par Lissage Anisotrope et Synthèse de Textures.
(V. Do, G. Lebrun, L. Malapert, C. Smet, D. Tschumperlé).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'06), Tours/France, January 2006.

Régularisation d'Images Multi-valuées par Convolutions de Lignes Intégrales.
(D. Tschumperlé).
Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA'05), Hammammet/Tunisie, September 2005.

Formalismes Variationnels pour l'Estimation, la Régularisation et la Visualisation d'Images IRMd.
(D. Tschumperlé, R. Deriche).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'04), Toulouse/France, January 2004.

Régularisation d'Images Multivaluées par EDP : Un Formalisme Commun pour Différentes Applications.
(D. Tschumperlé, R. Deriche).
Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA'03), Hammammet/Tunisie, October 2003.

EDP, Images Multivaluées, Contraintes et Applications.
(R. Deriche, D. Tschumperlé).
Le traitement d'images à l'aube du XXIeme siècle, Paris/France, March 2002.

Régularisation par EDP de Champs de Vecteurs Orthonormés et Applications.
(D. Tschumperlé, R. Deriche).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'02), Angers/France, January 2002.

Restauration d'Images Vectorielles par EDP.
(D. Tschumperlé, R. Deriche).
Reconnaissance des Formes et Intelligence Artificielle (RFIA'00), Paris/France, February 2000.
Research Reports (6)

Un modèle tensoriel pour le guidage d'inpainting basé patch.
(S. Macao, D. Tschumperlé).
Research Report : ``Les cahiers du GREYC'', No. 13-01, Caen/France, January 2013.

Defining Some Variational Methods on the Space of Patches : Application to Multi-Valued Image Denoising and Registration.
(D. Tschumperlé, L. Brun).
Research Report : ``Les cahiers du GREYC'', No. 08-01, Caen/France, February 2008.

A Variational Framework for the Robust Estimation of ODFs From High Angular Resolution Diffusion Images.
(H-E Assemlal, D. Tschumperlé, L. Brun).
Research Report : ``Les cahiers du GREYC'', No. 07-01, Caen/France, April 2007.

Fast Anisotropic Smoothing of Multi-Valued Images using Curvature-Preserving PDE's.
(D. Tschumperlé).
Research Report : ``Les cahiers du GREYC'', No. 05-01, Caen/France, January 2005.

A Variational Framework for the Robust Estimation of ODFs From High Angular Resolution Diffusion Images.
(O. Faugeras, G. Adde, G. Charpiat, C. Chefd'hotel, M. Clerc, R. Deriche, G. Hermosillo, R. Keriven, P. Kornprobst, J. Kybic, C. Lenglet, L. Lopez-Perez, T. Papadopoulo, J-P. Pons, F. Segonne, B. Thirion, D. Tschumperlé, N. Wotawa).
INRIA Research Report No. RR-5202, Sophia-Antipolis/France, May 2004.

Vector-Valued Image Regularization with PDE's : A Common Framework for Different Applications.
(D. Tschumperlé, R. Deriche).
INRIA Research Report No. RR-4657, Sophia-Antipolis/France, December 2002.