Christophe Ducottet

71
Documents

Publications

Publications

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Contrastive learning and physics oriented evaluation for advanced segmentation in electron tomography

Cyril Li , Christophe Ducottet , Maxime Moreaud , Sylvain Desroziers , Valentina Girelli Consolaro et al.

Expert Systems with Applications, 2026, 298 (A), pp.129606. ⟨10.1016/j.eswa.2025.129606⟩

Article dans une revue ujm-05267710v1
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Visual emotion analysis using skill-based multi-teacher knowledge distillation

Tristan Cladière , Olivier Alata , Christophe Ducottet , Hubert Konik , Anne-Claire Legrand

Pattern Analysis and Applications, 2025, 28 (2), pp.49. ⟨10.1007/s10044-025-01426-9⟩

Article dans une revue ujm-05122503v1
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Particle tracking with continuous energy minimization for the study of segregation in bedload transport

Philippe Frey , Christophe Ducottet

Experiments in Fluids, 2025, 66 (8), pp.150. ⟨10.1007/s00348-025-04072-3⟩

Article dans une revue ujm-05174246v1
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AGMA-PESS: a deep learning-based infant pose estimator and sequence selector software for general movement assessment

Ameur Soualmi , Olivier Alata , Christophe Ducottet , Anne Petitjean-Robert , Aurélie Plat et al.

Frontiers in Pediatrics, 2024, 12, ⟨10.3389/fped.2024.1465632⟩

Article dans une revue ujm-04844699v1
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Introducing shape priors in Siamese networks for image classification

Hiba Alqasir , Damien Muselet , Christophe Ducottet

Neurocomputing, 2023, 568, pp.127034. ⟨10.1016/j.neucom.2023.127034⟩

Article dans une revue ujm-04308647v1
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A 3D pose estimation framework for preterm infants hospitalized in the Neonatal Unit

Ameur Soualmi , Christophe Ducottet , Hugues Patural , Antoine Giraud , Olivier Alata

Multimedia Tools and Applications, 2023, 83 (8), pp.24383-24400. ⟨10.1007/s11042-023-16333-6⟩

Article dans une revue ujm-04189553v1
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Deep learning detection of nanoparticles and multiple object tracking of their dynamic evolution during in situ ETEM studies

Khuram Faraz , Thomas Grenier , Christophe Ducottet , Thierry Epicier

Scientific Reports, 2022, 12 (1), pp.2484. ⟨10.1038/s41598-022-06308-2⟩

Article dans une revue hal-03578102v1
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Adding geodesic information and stochastic patch-wise image prediction for small dataset learning

Adam Hammoumi , Maxime Moreaud , Christophe Ducottet , Sylvain Desroziers

Neurocomputing, 2021, 456, pp.481-491. ⟨10.1016/j.neucom.2021.01.108⟩

Article dans une revue hal-02879709v3
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Experiments on grain size segregation in bedload transport on a steep slope

P. Frey , H. Lafaye de Micheaux , C. Bel , Raphaël Maurin , K. Rorsman et al.

Advances in Water Resources, 2020, 136, pp.103478. ⟨10.1016/j.advwatres.2019.103478⟩

Article dans une revue ujm-02453772v1
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Shear-Induced Anisotropy in Rough Elastomer Contact

R. Sahli , G. Pallares , A. Papangelo , M. Ciavarella , C. Ducottet et al.

Physical Review Letters, 2019, 122 (21), pp.214301. ⟨10.1103/PhysRevLett.122.214301⟩

Article dans une revue hal-02145460v1
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Multi-model particle filter-based tracking with switching dynamical state to study bedload transport

Hugo Lafaye de Micheaux , Christophe Ducottet , Philippe Frey

Machine Vision and Applications, 2018, 29 (5), pp.735-747. ⟨10.1007/s00138-018-0925-z⟩

Article dans une revue ujm-01782169v1
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Evolution of real contact area under shear and the value of static friction of soft materials

R. Sahli , G. Pallares , C. Ducottet , I. Ben Ali , S. Al Akhrass et al.

Proceedings of the National Academy of Sciences of the United States of America, 2018, 115 (3), pp.471-476. ⟨10.1073/pnas.1706434115⟩

Article dans une revue hal-02010379v1
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String representations and distances in deep Convolutional Neural Networks for image classification

Cécile Barat , Christophe Ducottet

Pattern Recognition, 2016, 54, pp.104-115. ⟨10.1016/j.patcog.2016.01.007⟩

Article dans une revue ujm-01274675v1
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Spatial histograms of soft pairwise similar patches to improve the bag-of-visual-words model

Rahat Khan , Cecile Barat , Damien Muselet , Christophe Ducottet

Computer Vision and Image Understanding, 2014, 132, pp.102-112. ⟨10.1016/j.cviu.2014.09.005⟩

Article dans une revue ujm-01077476v1
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Fisher Linear Discriminant Analysis for Text-Image Combination in Multimedia Information Retrieval

Christophe Moulin , Christine Largeron , Christophe Ducottet , Mathias Géry , Cécile Barat

Pattern Recognition, 2014, 47 (1), pp.260-269. ⟨10.1016/j.patcog.2013.06.003⟩

Article dans une revue ujm-00866140v1

Virtual double-sided image probing: A unifying framework for non-linear grayscale pattern matching

Cécile Barat , Christophe Ducottet , Michel Jourlin

Pattern Recognition, 2010, 43 (10), pp.3433-3447. ⟨10.1016/j.patcog.2010.04.020⟩

Article dans une revue istex ujm-00529591v1

Image processing for the study of bedload transport of two-size spherical particles in a supercritical flow

Virginie Hergault , Philippe Frey , François Métivier , Cécile Barat , Christophe Ducottet et al.

Experiments in Fluids, 2010, 49 (5), pp.1095-1107. ⟨10.1007/s00348-010-0856-6⟩

Article dans une revue istex ujm-00489051v1
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Constituent particle break-up during hot rolling of AA 5182

Nicolas Moulin , Estelle Parra-Denis , Dominique Jeulin , Christophe Ducottet , Annabelle Bigot et al.

Advanced Engineering Materials, 2010, 12 (1-2), pp.20-29. ⟨10.1002/adem.200900241⟩

Article dans une revue hal-00681824v1
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A 3D image analysis of intermetallic inclusions

Estelle Parra-Denis , Christophe Ducottet , Dominique Jeulin

International Journal of Microstructure and Materials Properties, 2009, 4 (2), pp.217-230. ⟨10.1504/IJMMP.2009.028635⟩

Article dans une revue hal-03947251v1
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Digital holography of particles: benefits of the “inverse problem” approach

Jérôme Gire , Loïc Denis , Corinne Fournier , Éric Thiébaut , Ferréol Soulez et al.

Measurement Science and Technology, 2008, 19, pp.074005. ⟨10.1088/0957-0233/19/7/074005⟩

Article dans une revue ujm-00270818v2
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Numerical suppression of the twin-image in in-line holography of a volume of micro-objects

Loïc Denis , Corinne Fournier , Thierry Fournel , Christophe Ducottet

Measurement Science and Technology, 2008, 19, pp.074004. ⟨10.1088/0957-0233/19/7/074004⟩

Article dans une revue ujm-00270834v2

3D complex shape characterization by statistical analysis: Application to aluminium alloys

Estelle Parra-Denis , Cécile Barat , Dominique Jeulin , Christophe Ducottet

Materials Characterization, 2008, 59 (3), pp.338-343. ⟨10.1016/j.matchar.2007.01.012⟩

Article dans une revue istex ujm-00311836v1

Tracking granules on the Sun's surface and reconstructing velocity fields. I. The CST algorithm

M. Rieutord , T. Roudier , S. Roques , C. Ducottet

Astronomy & Astrophysics - A&A, 2007, 471 (2), pp.687-694. ⟨10.1051/0004-6361:20066491⟩

Article dans une revue hal-00286937v1
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Direct extraction of the mean particle size from a digital hologram

Loïc Denis , Corinne Fournier , Thierry Fournel , Christophe Ducottet , Dominique Jeulin

Applied optics, 2006, 45 (5), pp.944-952. ⟨10.1364/AO.45.000944⟩

Article dans une revue ujm-00116991v2
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La microholographie : une technique pour la mesure des positions, des tailles et des vitesses des particules présentes dans un écoulement

M. Moine , C. Ducottet , M. Courbon , T. Fournel

Journal de Physique IV Proceedings, 1994, 04 (C4), pp.C4-717-C4-717. ⟨10.1051/jp4:19944195⟩

Article dans une revue istex jpa-00252656v1
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Targeted Test Time Adaptation of Memory Networks for Video Object Segmentation

Isidore Dubuisson , Damien Muselet , Christophe Ducottet , Jochen Lang

20th International Conference on Computer Vision Theory and Applications, Feb 2025, Porto, France. pp.30-38, ⟨10.5220/0013108500003912⟩

Communication dans un congrès ujm-05122247v1
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Knowledge Amalgamation for Single-Shot Context-Aware Emotion Recognition

Tristan Cladière , Olivier Alata , Christophe Ducottet , Hubert Konik , Anne-Claire Legrand

20th International Conference on Computer Vision Theory and Applications, Feb 2025, Porto, Portugal. pp.410-419, ⟨10.5220/0013169800003912⟩

Communication dans un congrès ujm-05122265v1
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Delving into the Explainability of Prototype-Based CNN for Biological Cell Analysis

Martin Blanchard , Olivier Delézay , Christophe Ducottet , Damien Muselet

2024 IEEE International Conference on Image Processing (ICIP), Oct 2024, Abu Dhabi, France. pp.2909-2915, ⟨10.1109/ICIP51287.2024.10647331⟩

Communication dans un congrès ujm-04799263v2
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Fast Context Adaptation for Video Object Segmentation

Isidore Dubuisson , Damien Muselet , Christophe Ducottet , Jochen Lang

20th International Conference, CAIP 2023, Sep 2023, Limassol (Chypre), Cyprus. pp.273 - 283, ⟨10.1007/978-3-031-44237-7_26⟩

Communication dans un congrès hal-04621824v1
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Mean 3D Dispersion for Automatic General Movement Assessment of Preterm Infants

Ameur Soualmi , Olivier Alata , Christophe Ducottet , Hugues Patural , Antoine Giraud

IEEE Engineering in Medicine and Biology Society (EMBC), Jul 2023, Sydney, Australia. pp.1-5, ⟨10.1109/EMBC40787.2023.10340961⟩

Communication dans un congrès ujm-04190727v1
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Less-than-one shot 3D segmentation hijacking a pre-trained Space-Time Memory network

Cyril Li , Christophe Ducottet , Sylvain Desroziers , Maxime Moreaud

Advanced Concepts for Intelligent Vision Systems, Aug 2023, Kumamoto, Japan. pp.124-135, ⟨10.1007/978-3-031-45382-3_11⟩

Communication dans un congrès ujm-04231324v1
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BENet: A lightweight bottom-up framework for context-aware emotion recognition

Tristan Cladière , Olivier Alata , Christophe Ducottet , Hubert Konik , Anne Claire Legrand

ACIVS 2023 (Advanced Concepts for Intelligent Vision Systems), Aug 2023, Kumamoto, Japan. ⟨10.1007/978-3-031-45382-3_9⟩

Communication dans un congrès ujm-04194014v1
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Toward few pixel annotations for 3D segmentation of material from electron tomography

Cyril Li , Christophe Ducottet , Sylvain Desroziers , Maxime Moreaud

International Conference on Computer Vision Theory and Applications, VISAPP 2023, Feb 2023, Lisbonne, Portugal. pp.124-131, ⟨10.5220/0011658500003417⟩

Communication dans un congrès ujm-04006630v1

Intelligent tracking of catalytic nanoparticles trajectories during in situ ETEM experiments

F. Khuram , T. Grenier , C. Ducottet , Thierry Epicier

2022 MRS Spring Meeting, May 2022, Honolulu, United States

Communication dans un congrès hal-03662979v1
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Wavenet-based architectures adapted to the denoising of FIB/SEM image sequences

Jules Rio , Olivier Alata , Fabien Momey , Christophe Ducottet , Pascal Gounet

IEEE CASE 2021, Aug 2021, Lyon, France

Communication dans un congrès ujm-04804179v1
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A machine Learning pipeline to track dynamics of a population of nanoparticles during in situ Environmental Transmission Electron Microscopy in gases

Khuram Faraz , Thomas Grenier , Christophe Ducottet , Thierry Epicier

M&M2021, Microscopy Society of America (MSA), Aug 2021, Pittsburgh (virtual), United States. pp.2236-2237, ⟨10.1017/S1431927621008060⟩

Communication dans un congrès hal-03271239v1

Leveraging end-to-end denoisers for denoising periodic signals

Jules Rio , Olivier Alata , Fabien Momey , Christophe Ducottet

EUSIPCO 2021, Aug 2021, Dublin, Ireland. ⟨10.23919/EUSIPCO54536.2021.9615932⟩

Communication dans un congrès ujm-03275240v1

WaveNet based architectures for denoising periodic discontinuous signals and application to friction signals

Jules Rio , Fabien Momey , Christophe Ducottet , Olivier Alata

European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands

Communication dans un congrès ujm-03070307v1
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Multiple Object Tracking of Supported Nanoparticles during in situ Environmental TEM Studies of Nanocatalysts

T Epicier , K Faraz , T Grenier , C Ducottet

Microscience Microscopy Congress (mmc) 2021, Royal Microscopy Society (RMS, UK), Jul 2021, Manchester (on line), United Kingdom

Communication dans un congrès hal-03271194v1
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Mask-guided Image Classification with Siamese Networks

Hiba Alqasir , Damien Muselet , Christophe Ducottet

International Conference on Computer Vision Theory and Applications, Feb 2020, Valetta, Malta. pp.536-543, ⟨10.5220/0009180005360543⟩

Communication dans un congrès ujm-02899908v1
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Region Proposal Oriented Approach for Domain Adaptive Object Detection

Hiba Alqasir , Damien Muselet , Christophe Ducottet

International Conference on Advanced Concepts for Intelligent Vision Systems, Feb 2020, Auckland, New Zealand. ⟨10.1007/978-3-030-40605-9_4⟩

Communication dans un congrès ujm-02899880v1
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Multiple Reflection Symmetry Detection via Linear-Directional Kernel Density Estimation

Christophe Ducottet , Mohamed Elawady , Olivier Alata , Cecile Barat , Philippe Colantoni

CAIP 2017, 17th International Conference on Computer Analysis of Images and Patterns, Aug 2017, Ystad, Sweden. pp.344-355, ⟨10.1007/978-3-319-64689-3_28⟩

Communication dans un congrès ujm-01637159v1
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Wavelet-based Reflection Symmetry Detection via Textural and Color Histograms

Mohamed Elawady , Christophe Ducottet , Olivier Alata , Cecile Barat , Philippe Colantoni

ICCV 2017, IEEE International Conference on Computer Vision Workshop Detecting Symmetry in the Wild, Oct 2017, Venice, Italy. ⟨10.1109/ICCVW.2017.202⟩

Communication dans un congrès ujm-01637175v1
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Online multi-model particle filter-based tracking to study bedload transport

Hugo Lafaye de Micheaux , Christophe Ducottet , Philippe Frey

IEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. pp.3489 - 3493, ⟨10.1109/ICIP.2016.7533008⟩

Communication dans un congrès ujm-01387162v1
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Global Bilateral Symmetry Detection Using Multiscale Mirror Histograms

Mohamed Elawady , Cécile Barat , Christophe Ducottet , Philippe Colantoni , Cecile Barat

17th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2016) , Oct 2016, Lecce, Italy. pp.14 - 24, ⟨10.1007/978-3-319-48680-2_2⟩

Communication dans un congrès ujm-01387193v2
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Image processing to study the evolution of channel slope and water depth in bimodal sediment mixtures

Hugo Lafaye de Micheaux , Ashley Dudill , Philippe Frey , Christophe Ducottet

10th Pacific Symposium on Flow Visualization and Image Processing, Jun 2015, Naples, Italy. pp.id43

Communication dans un congrès ujm-01277397v1
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Approximate Image Matching using Strings of Bag-of-Visual Words Representation

Hong-Thinh Nguyen , Cécile Barat , Christophe Ducottet

International Conference on Computer Vision Theory and Applications (VISAPP 2014), Jan 2014, Lisbon, Portugal. pp.345-353, ⟨10.5220/0004676803450353⟩

Communication dans un congrès ujm-01004415v1
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Discriminative Color Descriptors

Rahat Khan , Joost van de Weijer , Fahad Shahbaz Khan , Damien Muselet , Christophe Ducottet et al.

IEEE Conference on Computer Vision and Pattern Recognition, Jun 2013, Portland, United States. pp.2866-2873, ⟨10.1109/CVPR.2013.369⟩

Communication dans un congrès ujm-00854763v1
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Spatial orientations of visual word pairs to improve Bag-of-Visual-Words model

Rahat Khan , Cécile Barat , Damien Muselet , Christophe Ducottet

British Machine Vision Conference 2012., Sep 2012, United Kingdom. pp.89.1--89.11, ⟨10.5244/C.26.89⟩

Communication dans un congrès ujm-00738708v1
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Nouvelle distance d'édition pour la reconnaissance d'images par chaînes de sacs de mots visuels

Hong-Thinh Nguyen , Cécile Barat , Christophe Ducottet

RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3

Communication dans un congrès hal-00656574v1
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Apprentissage par analyse linéaire discriminante des paramètres de fusion pour la recherche d'information multimédia texte-image

Christophe Moulin , Christine Largeron , Cecile Barat , Mathias Géry , Christophe Ducottet

Extraction et gestion des connaissances (EGC'2012), Jan 2012, Bordeaux, France. pp.357-368

Communication dans un congrès hal-00725628v1
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Weighted Symbols-based Edit Distance for String-Structured Image Classification

Cécile Barat , Christophe Ducottet , Elisa Fromont , Anne-Claire Legrand , Marc Sebban

ECML PKDD 2010 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases., Sep 2010, Barcelona, Spain

Communication dans un congrès hal-00499468v1
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Fusion of tf.idf Weighted Bag of Visual Features for Image Classification

Christophe Moulin , Cécile Barat , Christophe Ducottet

Content Based Multimedia Indexing, Jun 2010, France. pp.124-129

Communication dans un congrès ujm-00501523v1

Etude du rapport signal sur bruit pour le traitement d'hologrammes de particules par approche problèmes inverses

Jérôme Gire , Christophe Ducottet , Corinne Fournier , Loïc Denis , Éric Thiébaut

4ème Journées Imagerie optique non conventionnelle (JIONC), Mar 2009, Paris, France

Communication dans un congrès ujm-00378898v1
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Holographie numérique de particules : amélioration de l'algorithme de dépouillement par optimisation

Jérôme Gire , Christophe Ducottet

CMOI/FLUVISU 2009, Nov 2009, Reims, France. Session 3 : Holographie

Communication dans un congrès ujm-00511217v1

Holographie numérique en ligne : progrès récents

Christophe Ducottet

Journée thèmatique AFVL/Fluvisu : Des techniques d'imagerie à la visualisation 3D d'écoulements, Apr 2009, Orsay, France

Communication dans un congrès ujm-00378901v1
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Combining text/image in WikipediaMM task 2009

Christophe Moulin , Cécile Barat , Cédric Lemaître , Mathias Géry , Christophe Ducottet et al.

ECDL 2009 - Workshop CLEF, Sep 2009, Corfu, Greece

Communication dans un congrès ujm-00432319v1
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Combinaison d'information visuelle et textuelle pour la recherche d'information multimédia

Cédric Lemaitre , Christophe Moulin , Cécile Barat , Christophe Ducottet

GRETSI2009, Sep 2009, Dijon, France. pp.ID 623

Communication dans un congrès ujm-00482036v1

Particle Tracking Velocimetry for the study of bedload transport of two–size mixtures of spherical particles in a supercritical flow

Virginie Hergault , Philippe Frey , Cécile Barat , Christophe Ducottet , François Métivier et al.

ISFV13, 13th International Symposium on Flow Visualization, Jul 2008, Nice, France. pp.Session 20, ID199

Communication dans un congrès ujm-00297153v1
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UJM at ImageCLEFwiki 2008

Christophe Moulin , Cecile Barat , Mathias Géry , Christophe Ducottet , Christine Largeron

ECDL 2008 - Workshop CLEF, Sep 2008, Aarhus, Denmark

Communication dans un congrès ujm-00326228v1
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Signal to noise characterization of an inverse problem-based algorithm for digital inline holography

Jérôme Gire , Christophe Ducottet , Loïc Denis , Éric Thiébaut , Ferréol Soulez

ISFV13, 13th International Symposium on Flow Visualization, Jul 2008, Nice, France. pp.Session 39, ID226

Communication dans un congrès ujm-00297147v1

“Inverse problems” approach for digital in-line holography: influence of experimental parameters and benefits

Corinne Fournier , Jérôme Gire , Loïc Denis , Éric Thiébaut , Ferréol Soulez et al.

Workshop on Digital Holographic Reconstruction and Optical Tomography for Engineering Applications, Apr 2007, Loughborough, United Kingdom. pp.ISBN 978 0 947974 56 5

Communication dans un congrès ujm-00143347v1

Experimental study of bed load transport on steep slopes with a two-size mixture of spherical particles

Virginie Hergault , Philippe Frey , François Métivier , Christophe Ducottet , Tobias Böhm et al.

5th River Coastal and Estuarine Morphodynamics conference, Sep 2007, (Pays-Bas), Netherlands. pp.565-570

Communication dans un congrès ujm-00192742v1

Caractérisation de la forme complexe de particules intermétalliques dans les alliages d'aluminium par analyse statistique

Estelle Parra-Denis , Cécile Barat , Christophe Ducottet , Dominique Jeulin

Matériaux 2006, Nov 2006, Dijon, France. pp.Thème 13, article n°1073

Communication dans un congrès ujm-00125419v1

Cleaning digital holograms to investigate 3D particle fields

Loïc Denis , Thierry Fournel , Corinne Fournier , Christophe Ducottet

12th International Symposium on Flow Visualization, Sep 2006, Göttingen, Germany. pp.ISBN 0-9533991-8-4

Communication dans un congrès ujm-00119204v1

Caractérisation des évolutions spatio temporelles des instabilités de Kelvin-Helmholtz dans un jet rond

Yacine Zaouali , Nabila Filali , Habib Ben Aissa , Jacques Jay , Michel Courbon et al.

Fluvisu 11, 11ème colloque de visualisation et de traitement d'image en mécanique des fluides, Centre Acoustique, Jun 2005, Lyon, France. pp.Session Jets libres, sillages

Communication dans un congrès ujm-00369719v1

3D morphological analysis of non metallic inclusions

Estelle Parra-Denis , Christophe Ducottet , Dominique Jeulin

9th European congress on stereology and image analysis, May 2005, Zakopane, Poland. pp.111-122

Communication dans un congrès ujm-00359407v1
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Twin-image noise reduction by phase retrieval in in-line digital holography

Loïc Denis , Corinne Fournier , Thierry Fournel , Christophe Ducottet

Wavelets XI, SPIE's Symposium on Optical Science and Technology, Aug 2005, San Diego, United States. pp.59140J, ⟨10.1117/12.617405⟩

Communication dans un congrès ujm-00116996v1
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Image processing for studying size segregation in bedload transport: detection and tracking

Hugo Lafaye de Micheaux , Christophe Ducottet , Philippe Frey

European Geosciences Union, Apr 2018, Vienne, Austria

Poster de conférence ujm-01767541v1
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Online multi-model particle filter-based tracking to study bedload transport

Hugo Lafaye de Micheaux , Christophe Ducottet , Philippe Frey

IEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. 2016

Poster de conférence ujm-01491863v1