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authFullName_s : Fabrice Heitz
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Restriction of a Markov random field on a graph and multiresolution image analysis

Patrick Pérez , Fabrice Heitz
[Research Report] RR-2170, INRIA. 1994
Reports inria-00074502v1
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A markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics

Charles Kervrann , Fabrice Heitz
[Research Report] RR-2062, INRIA. 1993
Reports inria-00074610v1
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Spatially Constrained Online Dictionary Learning for Source Separation

Argheesh Bhanot , Céline Meillier , Fabrice Heitz , Laura Harsan
2020
Preprints, Working Papers, ... hal-02621335v1

Liver tissue segmentation in multiphase CT scans using cascaded convolutional neural networks

Farid Ouhmich , V Agnus , Vincent Noblet , Fabrice Heitz , Patrick Pessaux et al.
International Journal of Computer Assisted Radiology and Surgery, 2019, 14 (8), pp.1275-1284. ⟨10.1007/s11548-019-01989-z⟩
Journal articles hal-02390255v1

Disentangled representations: towards interpretation of sex determination from hip bone

Kaifeng Zou , Sylvain Faisan , Fabrice Heitz , Marie Epain , Pierre Croisille et al.
The Visual Computer, 2023, ⟨10.1007/s00371-022-02755-0⟩
Journal articles hal-03935557v1

Affine-invariant geometric shape priors for region-based active contours

Alban Foulonneau , Pierre Charbonnier , Fabrice Heitz
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006, 28 (8), pp.1352-1357. ⟨10.1109/TPAMI.2006.154⟩
Journal articles hal-02177262v1
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Sharing Data and Image Processing Pipelines: The Information Analysis & Management initiative

Michel Dojat , Bénédicte Batrancourt , Yann Cointepas , Olivier Coulon , Tristan Glatard et al.
OHBM 2016 - 22nd Annual Meeting of the Organization for Human Brain Mapping, Jun 2016, Geneve, Suisse
Conference papers hal-01488230v1
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Une approche multiechelle à l'analyse d'images par champs markoviens

Patrick Pérez , Fabrice Heitz
[Rapport de recherche] RR-1477, INRIA. 1991
Reports inria-00075085v1

A Bayesian approach to object detection using probabilistic appearance-based models

Rozenn Dahyot , Pierre Charbonnier , Fabrice Heitz
Pattern Analysis and Applications, 2004, 7 (3), pp.317-332. ⟨10.1007/BF02683997⟩
Journal articles hal-02177267v1

Détection robuste par modèle probabiliste d'apparence : une approche bayésienne

Rozenn Dahyot , Pierre Charbonnier , Fabrice Heitz
Traitement du Signal, 2003, 20 (2), pp.101-117
Journal articles hal-03078492v1
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Modèles déformables contraints en reconstruction tomographique non linéaire

Gil Gaullier , Pierre Charbonnier , Fabrice Heitz , Philippe Côte
Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France
Conference papers hal-00988737v1

Long-term superpixel tracking using unsupervised learning and multi-step integration

Pierre-Henri Conze , Florian Tilquin , Mathieu Lamard , Fabrice Heitz , Gwénolé Quellec et al.
ATSIP 2018 : International Conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. ⟨10.1109/ATSIP.2018.8364453⟩
Conference papers hal-02128746v1
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Parallélisation d'un algorithme de détection de mouvement sur une architecture MIMD

Fabrice Heitz , Etienne Mémin , Thierry Priol , Sergui Jufresa
[Rapport de recherche] RR-1738, INRIA. 1992
Reports inria-00076977v1
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Disentangled representations: towards interpretation of sex determination from hip bone

Kaifeng Zou , Sylvain Faisan , Fabrice Heitz , Marie Epain , P Croisille et al.
The Visual Computer, 2023, ⟨10.1007/s00371-022-02755-0⟩
Journal articles hal-03923993v1

OFSEP, a nationwide cohort of people with multiple sclerosis: Consensus minimal MRI protocol

Roxana Amélie , René Anxionnat , Jean-Paul Armspach , Bertrand Audoin , Christian Barillot et al.
Journal de Neuroradiologie / Journal of Neuroradiology, 2015, 42 (3), pp.133 - 140. ⟨10.1016/j.neurad.2014.12.001⟩
Journal articles hal-01378309v1
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Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels

Pierre-Henri Conze , François Rousseau , Vincent Noblet , Fabrice Heitz , Riccardo Memeo et al.
6th International Workshop on Machine Learning in Medical Imaging (MLMI 2015), Oct 2015, Munich, Germany. pp.212-219, ⟨10.1007/978-3-319-24888-2_26⟩
Conference papers hal-01214060v1

Robust supervoxel matching combining mid-level spectral and context-rich features

Florian Tilquin , Pierre-Henri Conze , Patrick Pessaux , Mathieu Lamard , Gwénolé Quellec et al.
Patch-MI 2018 : International Workshop on Patch-based Techniques in Medical Imaging, Sep 2018, Grenade, Spain. pp.39 - 47, ⟨10.1007/978-3-030-00500-9_5⟩
Conference papers hal-02128575v1

Introducing shape constraints into object-based traveltime tomography

Gil Gaullier , Pierre Charbonnier , Fabrice Heitz , Philippe Côte
Inverse Problems, 2016, 32 (9), pp.095002. ⟨10.1088/0266-5611/32/9/095002⟩
Journal articles hal-02177235v1

Evaluating of a Deep Learning Method for Detecting Exposed Bars From Images

Philippe Foucher , Guillaume Decor , François Bock , Pierre Charbonnier , Fabrice Heitz et al.
NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux / Online, France. pp.1-5, ⟨10.3997/2214-4609.202120191⟩
Conference papers hal-03325097v1

Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans

Pierre-Henri Conze , Vincent Noblet , François Rousseau , Fabrice Heitz , Vito de Blasi et al.
International Journal of Computer Assisted Radiology and Surgery, 2017, 12 (2), pp.223 - 233. ⟨10.1007/s11548-016-1493-1⟩
Journal articles hal-01573601v1
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Unsupervised learning-based long-term superpixel tracking

Pierre-Henri Conze , Florian Tilquin , Mathieu Lamard , Fabrice Heitz , Gwénolé Quellec et al.
Image and Vision Computing, 2019, 89, pp.289-301. ⟨10.1016/j.imavis.2019.06.011⟩
Journal articles hal-02189986v1

Introduction d'a priori de forme en reconstruction tomographique orientée objet

Gil Gaullier , Pierre Charbonnier , Fabrice Heitz
22ème Colloque GRETSI sur le traitement du signal et des images, Sep 2009, France. 4p
Conference papers hal-00421075v1
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A Hierarchical statistical framework for the segmentation of deformable objects in image sequences

Charles Kervrann , Fabrice Heitz
[Research Report] RR-2133, INRIA. 1993
Reports inria-00074539v1
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Spatially Constrained Online Dictionary Learning for Source Separation

Argheesh Bhanot , Céline Meillier , Fabrice Heitz , Laura Harsan
IEEE Transactions on Image Processing, 2021, 30, ⟨10.1109/TIP.2021.3058558⟩
Journal articles hal-03404974v1

IronNet : détection de fers apparents au sein de structures en béton armé

Guillaume Décor , Philippe Foucher , Pierre Charbonnier , Fabrice Heitz
Congrès national sur la Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), AFRIF Association Française pour la Reconnaissance et l'Interprétation des Formes, Oct 2020, Vannes, France
Conference papers hal-02976002v1
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Détection d'anomalies dans des images de tunnels par forêts d'arbres aléatoires ou par apprentissage profond

Guillaume Décor , Mamadou Dian Bah , Philippe Foucher , Pierre Charbonnier , Fabrice Heitz et al.
17èmes journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2019), May 2019, Saint-Dié-des-Vosges, France
Conference papers hal-02159791v1
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Hierarchical Multi-Scale Supervoxel Matching using Random Forests for Automatic Semi-Dense Abdominal Image Registration

Pierre-Henri Conze , Florian Tilquin , Vincent Noblet , François Rousseau , Fabrice Heitz et al.
ISBI 2017 : IEEE 14th International Symphosium on Biomedical Imaging, Apr 2017, Melbourne, Australia. ⟨10.1109/ISBI.2017.7950567⟩
Conference papers hal-01465421v1
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Multi-Reference Shape Priors for Active Contours

Alban Foulonneau , Pierre Charbonnier , Fabrice Heitz
International Journal of Computer Vision, 2009, 81, pp.68-81. ⟨10.1007/s11263-008-0163-3⟩
Journal articles istex hal-00873962v1
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Defect Detection in Tunnel Images using Random Forests and Deep Learning

Guillaume Décor , Mamadou Dian Bah , Philippe Foucher , Pierre Charbonnier , Fabrice Heitz et al.
10th International Conference on Pattern Recognition Systems (ICPRS), Jul 2019, Tours, France. ⟨10.1049/cp.2019.0239⟩
Conference papers hal-02177504v1

Lubrav: A New Framework for the Segmentation of the Lung’s Tubular Structures

Adrien Heitz , Julien Weinzorn , Vincent Noblet , Benoit Naegel , Arnaud Charnoz et al.
International Symposium on Biomedical Imaging April 13-16, 2021, Apr 2021, Nice, France
Conference papers hal-03245650v1