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Hugues BENOIT-CATTIN

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Identifiants chercheurs
  • IdHAL hugues-benoit-cattin
  • ResearcherId : H-4094-2014
  • Google Scholar : https://scholar.google.fr/citations?hl=fr&user=9TANM3kAAAAJ
  • IdRef : 128492406

Présentation

Hugues BENOIT-CATTIN is full Professor at INSA Lyon French Engineering Grande Ecole, member of University of Lyon. Since October 2014, he is the INSA Lyon Vice President in charge of Innovation. Since March 2015, he leads the Innovation Factory project of University of Lyon. This project aims at developing university innovation and entrepreneurship capability. Previously, during six years he was the Director of the Telecommunication Department of INSA Lyon that graduates each year 90 students in Telecommunication Engineering. His teaching activity deals with image and signal processing, digital communication and innovation project management. For 20 years, he coordinates the relations between INSA Lyon and the Singaporean Universities. Member of the CREATIS CNRS/Inserm research laboratory in medical imaging, his main research activities concern image segmentation (deep learning, region growing and active surface, Mean-shift and classification); MRI imaging (Simulation, Correction, Molecular imaging, quantification) ; grid computing.
Hugues BENOIT-CATTIN est professeur à l’INSA Lyon. Depuis octobre 2014, il membre de l’équipe de direction de l’INSA Lyon en tant que directeur adjoint en charge de l’innovation. Depuis mars 2015, il est également le directeur du projet Fabrique de l’Innovation de la Comue Université de Lyon. Ce projet, qui mobilise plus de 20 M€ d’investissement, vise à développer le potentiel d’innovation de l’Université de Lyon dans une dynamique de fertilisation croisée avec les milieux économiques. Précédemment, il a été pendant six ans le directeur du département Télécommunications de l’INSA Lyon au sein duquel il a mis en place une filière en apprentissage et soutenu le renouvellement d’un mastère en sécurité des systèmes d’informations. Ses principales activités d’enseignement concernent le traitement du signal et de l’image, les communications numériques et la gestion de projet d’innovation. Membre du laboratoire CNRS/Inserm CREATIS, il en est l’un des deux directeurs adjoints depuis 2015. Ses principales activités de recherche concernent la segmentation d’images (approches deep learning, mean shift, surface active), l’imagerie IRM (simulation, correction, imagerie moléculaire, quantification) ; le calcul intensif sur système distribué. Il est l’auteur de 4 chapitres de livre, 24 publications dans des revues internationales, 62 publications dans des conférences internationales et l’auteur principal du logiciel de simulation IRM Simri.

Publications

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Removing Segmentation Inconsistencies with Semi-Supervised Non-Adjacency Constraint

Pierre-Antoine Ganaye , Michaël Sdika , Bill Triggs , Hugues Benoit-Cattin
Medical Image Analysis, 2019, 58, pp.101551. ⟨10.1016/j.media.2019.101551⟩
Article dans une revue hal-02275956v1

Combining analytical modeling, realistic simulation and real experimentation for the optimization of Monte-Carlo applications on the European Grid Infrastructure

Sorina Camarasu-Pop , Tristan Glatard , Hugues Benoit-Cattin
Future Generation Computer Systems, 2016, 57, pp.13-23. ⟨10.1016/j.future.2015.11.002⟩
Article dans une revue hal-01272336v1

Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification

S. Mure , T. Grenier , D. Meier , C. R. G. Guttmann , H. Benoit-Cattin
Pattern Recognition Letters, 2015, 68 (Part), pp.48-55. ⟨10.1016/j.patrec.2015.07.021⟩
Article dans une revue hal-01206150v1
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OntoVIP: An ontology for the annotation of object models used for medical image simulation.

Bernard Gibaud , Germain Forestier , Hugues Benoit-Cattin , Frédéric Cervenansky , Patrick Clarysse
Journal of Biomedical Informatics, 2014, 52, pp.279-92. ⟨10.1016/j.jbi.2014.07.008⟩
Article dans une revue inserm-01062371v1
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A virtual imaging platform for multi-modality medical image simulation.

Tristan Glatard , Carole Lartizien , Bernard Gibaud , Rafael Ferreira da Silva , Germain Forestier
IEEE Transactions on Medical Imaging, 2013, 32 (1), pp.110-8. ⟨10.1109/TMI.2012.2220154⟩
Article dans une revue inserm-00762497v1

Monte-Carlo Simulation on Heterogeneous Distributed Systems: a Computing Framework with Parallel Merging and Checkpointing Strategies

S. Camarasu-Pop , T. Glatard , R. Ferreira da Silva , P. Gueth , D. Sarrut
Future Generation Computer Systems, 2013, 3, pp.728-738. ⟨10.1016/j.future.2012.09.003⟩
Article dans une revue hal-00797962v1
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Magnetic resonance imaging method based on magnetic susceptibility effects to estimate bubble size in alveolar products: application to bread dough during proving.

François de Guio , Maja Musse , Hugues Benoit-Cattin , Tiphaine Lucas , Armelle Davenel
Magnetic Resonance Imaging, 2009, 27 (4), pp.577-85. ⟨10.1016/j.mri.2008.08.009⟩
Article dans une revue hal-00454523v1
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Locally Regularized Smoothing B-Snake

Jérôme Velut , Hugues Benoit-Cattin , Christophe Odet
EURASIP Journal on Advances in Signal Processing, 2007, 2007 (1), pp.076241
Article dans une revue inserm-00641299v1

Image segmentation functional model

T. Zouagui , H. Benoit-Cattin , C. Odet
Pattern Recognition, 2004, 37 (9), pp.1785-1795
Article dans une revue hal-00396119v1
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Medical images simulation storage and processing on the European DataGrid testbed

Johan Montagnat , F. Bellet , Hugues Benoit-Cattin , Vincent Breton , Lionel Brunie
Journal of Grid Computing, 2004, 2, pp.387-400. ⟨10.1007/s10723-004-5744-y⟩
Article dans une revue in2p3-00023294v1

Bone MRI segmentation assessment based on synchrotron radiation computed microtomography

C. Revol-Muller , H. Benoit-Cattin , Y. Carillon , C. Odet , A. Briguet
IEEE Transactions on Nuclear Science, 2002, 49 (1), pp.220-224. ⟨10.1109/TNS.2002.998755⟩
Article dans une revue hal-02009902v1
Image document

Semi-supervised learning for segmentation under semantic constraint

Pierre-Antoine Ganaye , Michaël Sdika , Hugues Benoit-Cattin
MICCAI, Sep 2018, Grenada, Spain
Communication dans un congrès hal-01904641v1
Image document

Towards Integrating Spatial Localization in Convolutional Neural Networks for Brain Image Segmentation

Pierre-Antoine Ganaye , Michael Sdika , Hugues Benoit-Cattin
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Apr 2018, Washington, United States. ⟨10.1109/ISBI.2018.8363652⟩
Communication dans un congrès hal-01812045v1

Evaluation through Realistic Simulations of File Replication Strategies for Large Heterogeneous Distributed Systems

Anchen Chai , Sorina Camarasu-Pop , Tristan Glatard , Hugues Benoit-Cattin , Frederic Suter
Europar 2018 - 24th International European Conference on Parallel and Distributed Computing ; Workshop HeteroPar 2018, Aug 2018, Turin, Italy. pp.409-420, ⟨10.1007/978-3-030-10549-5_32⟩
Communication dans un congrès hal-01887369v1
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Modeling Distributed Platforms from Application Traces for Realistic File Transfer Simulation

Anchen Chai , Mohammad-Mahdi Bazm , Sorina Camarasu-Pop , Tristan Glatard , Hugues Benoit-Cattin
17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing., May 2017, Madrid, Spain
Communication dans un congrès hal-01452694v1

Analyse dynamique hebdomadaire du développement péri-veinulaire des lésions actives de SEP par imagerie de susceptibilité magnétique

Roxana Ameli , Simon Mure , Charles R G Guttmann , Thomas Grenier , Hugues Benoit-Cattin
43rd Congress of the SFNR, Mar 2016, Paris, France. pp.91-93, ⟨10.1016/j.neurad.2016.01.056⟩
Communication dans un congrès hal-01432957v1

Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series

Simon Mure , Thomas Grenier , Charles R G Guttmann , François Cotton , Hugues Benoit-Cattin
IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016), Apr 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493509⟩
Communication dans un congrès hal-01432982v1

New insight in perivenular lesion formation in multiple sclerosis on weekly susceptibility weighted images

S. Mure , C. R. G. Guttmann , T. Grenier , H. Benoit-Cattin , F. Cotton
24th annual meeting and exhibition ISMRM 2016, May 2016, Singapour, Singapore. pp.Abstract #1290
Communication dans un congrès hal-01452997v1

Unsupervised time-series clustering of distorted and asynchronous temporal patterns

Simon Mure , Thomas Grenier , Charles R G Guttmann , Hugues Benoit-Cattin
The 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.1263-1267, ⟨10.1109/ICASSP.2016.7471879⟩
Communication dans un congrès hal-01432897v1

Unsupervised spatiotemporal video clustering a versatile mean-shift formulation robust to total object occlusions

Simon Mure , Thomas Grenier , Hugues Benoit-Cattin
The 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.1536-1540, ⟨10.1109/ICASSP.2016.7471934⟩
Communication dans un congrès hal-01433000v1

LOCALLY CONTROLLED REGULARIZED SPATIOTEMPORAL ANISOTROPIC DIFFUSION

P. Portejoie , S. Mure , H. Benoit-Cattin , T. Grenier
IEEE International Conference on Image Processing, Sep 2015, Québec, Canada
Communication dans un congrès hal-01206168v1

Simulating Application Workflows and Services Deployed on the European Grid Infrastructure

S. Camarasu-Pop , T. Glatard , H. Benoit-Cattin
13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, May 2013, Delft, Netherlands. pp.18-25, ⟨10.1109/CCGrid.2013.13⟩
Communication dans un congrès hal-00843917v1

Feature space region growing

C. Revol-Muller , T. Grenier , T. Li , H. Benoit-Cattin
IEEE International Conference On Image Processing, Sep 2012, Orlando, United States. pp.2585 - 2588, ⟨10.1109/ICIP.2012.6467427⟩
Communication dans un congrès hal-00830362v1

OntoVIP: an ontology for the annotation of object models used for medical image simulation

B. Gibaud , G. Forestier , H. Benoit-Cattin , F. Cervenansky , P. Clarysse
IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology (HISB), Sep 2012, La Jolla, United States. pp.110, ⟨10.1109/HISB.2012.35⟩
Communication dans un congrès hal-00830912v1
Image document

Multi-modality image simulation with the Virtual Imaging Platform: Illustration on cardiac echography and MRI

T. Glatard , A. Marion , H. Benoit-Cattin , S. Camarasu-Pop , P. Clarysse
IEEE International Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain. pp.98-101, ⟨10.1109/ISBI.2012.6235493⟩
Communication dans un congrès hal-00830243v1

Color space influence on mean shift filtering

T Li , T Grenier , H. Benoit-Cattin
Proceedings - International Conference on Image Processing, ICIP, 2011, Brussels, Belgium. pp.1469 - 1472
Communication dans un congrès hal-01871243v1
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Sharing object models for multi-modality medical image simulation: a semantic approach

G. Forestier , A. Marion , H. Benoit-Cattin , P. Clarysse , D. Friboulet
International Symposium on Computer-Based Medical Systems (CBMS), 2011, Bristol, UK, United Kingdom. pp.1-6, ⟨10.1109/CBMS.2011.5999167⟩
Communication dans un congrès hal-01922169v1
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Multi-modality medical image simulation of biological models with the Virtual Imaging Platform (VIP)

Adrien Marion , Germain Forestier , Hugues Benoit-Cattin , Sorina Camarasu-Pop , Patrick Clarysse
International Symposium on Computer-Based Medical Systems (CBMS), Jun 2011, Bristol, United Kingdom. pp.1-6, ⟨10.1109/cbms.2011.5999141⟩
Communication dans un congrès hal-03813315v1

Overview of Medical Data Management Solutions for Research Communities

Sorina Camarasu-Pop , Frederic Cervenansky , Yonny Cardenas , Jean-Yves Nief , Hugues Benoit-Cattin
Cluster, Cloud and Grid Computing (CCGrid), 2010 10th IEEE/ACM International Conference on, 2010, Unknown, Unknown Region. pp.739--744
Communication dans un congrès hal-01792367v1

Optimization of Mean-Shift scale parameters on the EGEE grid

T Li , Sorina Camarasu-Pop , T Glatard , T Grenier , H. Benoit-Cattin
Studies in health technology and informatics, Proceedings of Healthgrid 2010, 2010, Unknown, Unknown Region. pp.203-214, ⟨10.3233/978-1-60750-583-9-203⟩
Communication dans un congrès hal-01871246v1

Restoration-based iron oxide particles quantification in MR images

D. Charpigny , T Grenier , C. Odet , H. Benoit-Cattin
IEEE ICASSP, 2010, Dallas, Texas, USA, Unknown Region
Communication dans un congrès hal-01871244v1

Towards Iron Oxide Nanoparticles quantization in Molecular MR images by Default Field Deconvolution

D. Charpigny , T Grenier , C. Odet , H. Benoit-Cattin
Proc. ISBI 2009: 6th IEEE international symposium on biomedical imaging, 2009, Unknown, Unknown Region
Communication dans un congrès hal-01871247v1

Deconvolution Approach for Susceptibility Map Building

D. Charpigny , T Grenier , C. Odet , J. Pauly , H. Benoit-Cattin
European Society for Magnetic Resonance in Medicine and Biology, 25st Annual Scientific Meeting ESMRMB, 2008, Valencia, Spain. in-press
Communication dans un congrès hal-01871248v1

Towards a Virtual Radiological Platform Based on a Grid Infrastructure

Sorina Camarasu-Pop , H. Benoit-Cattin , L. Guigues , P. Clarysse , O. Bernard
Medical imaging on grids: achievements and perspectives (MICCAI Grid Workshop), 2008, New York, USA, Unknown Region. pp.85-95
Communication dans un congrès hal-01922371v1