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Modèle de Diffusion avec Pont Brownien pour la translation d'image cérébrale
Martin Valls
,
Pascal Bourdon
,
Christine Fernandez-Maloigne
,
Guillaume Herpe
,
David Helbert
Colloque français d'intelligence artificielle en imagerie biomédicale (IABM 2025), Mar 2025, Nice, France
Communication dans un congrès
hal-04896876
v1
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Physics-Informed Autoencoder for DSC-MRI Perfusion Post-Processing: Application to Glioma Grading
Pierre Fayolle
,
Alexandre Bône
,
Noëlie Debs
,
Mathieu Naudin
,
Pascal Bourdon
et al.
International Symposium on Biomedical Imaging (ISBI 2025), Institute of Electrical and Electronics Engineers (IEEE), Apr 2025, Houston (Texas), United States
Communication dans un congrès
hal-04872430
v1
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Machine learning method to measure the transmission matrix of a multimode optical fiber without reference beam for 3D beam tailoring
Benjamin Gobé
,
Jérémy Saucourt
,
Maksym Shpakovych
,
Geoffrey Maulion
,
David Helbert
et al.
Photonic West 2024 : Laser Resonators, Microresonators, and Beam Control XXVI, SPIE, Jan 2024, San Francisco, CA, United States. pp.128710F, ⟨10.1117/12.3001422⟩
Communication dans un congrès
hal-04245837
v1
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Contrast enhanced MRI synthesis on glioma subjects using generative adversarial networks
Huy Do
,
Pascal Bourdon
,
David Helbert
,
Remy Guillevin
Communication dans un congrès
hal-03861011
v1
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Face expressions understanding by geometrical characterization of deep human faces representation
Adrien Raison
,
Théo Biardeau
,
Pascal Bourdon
,
David Helbert
Communication dans un congrès
hal-03737727
v1
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Multivariate curve resolution with autoencoders for CARS microspectroscopy
Damien Boildieu
,
David Helbert
,
Amandine Magnaudeix
,
Philippe Leproux
,
Philippe Carré
Computational Imaging Conference, IS&T Electronic Imaging, Jan 2023, San Francisco, United States
Communication dans un congrès
hal-03831753
v1
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Apprentissage automatique et recouvrement de phase pour le contrôle de l’émission d’une fibre multimodale
Benjamin Gobé
,
Maksym Shpakovych
,
Jérémy Saucourt
,
Geoffrey Maulion
,
Fabert Marc
et al.
Journées nationales d'optique guidée (JNOG), Société française d'optique (SFO), Apr 2023, Lyon, France
Communication dans un congrès
hal-04541718
v1
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Toward Whole Brain Label-free Molecular Imaging with Single-cell Resolution sing Ultra-broadband Multiplex CARS Microspectroscopy
Yusuke Murakami
,
Shinichi Miyazaki
,
Damien Boildieu
,
Zakaniaina Rajaofara
,
David Helbert
et al.
SPIE Photonics West, Jan 2022, San Francisco, California, United States. pp.71, ⟨10.1117/12.2626342⟩
Communication dans un congrès
hal-03531147
v1
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End-to-End Video Snapshot Compressive Imaging using Video Transformers
Wael Saideni
,
Fabien Courrèges
,
David Helbert
,
Jean-Pierre Cances
Communication dans un congrès
hal-03593050
v1
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A Novel Video Prediction Algorithm based on Robust Spatiotemporal Convolutional LongShort Term Memory
Wael Saideni
,
David Helbert
,
Fabien Courrèges
,
Jean Pierre Cances
Communication dans un congrès
hal-03412403
v1
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ScoreCAM GNN : une explication optimale des réseaux profonds sur graphes
Adrien Raison
,
Pascal Bourdon
,
David Helbert
XXVIIIe Colloque GRETSI - Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03686265
v1
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Recent advances in cell and tissue imaging by multiplex CARS microspectroscopy
Philippe Leproux
,
Damien Boildieu
,
Zakaniaina Rajaofara
,
David Helbert
,
Amandine Magnaudeix
et al.
International conference on Laser Applications in Life Science, Apr 2022, Nancy, France
Communication dans un congrès
hal-03678603
v1
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Segmentation integration in multivariate curve resolution applied to coherent anti-Stokes Raman scattering
Damien Boildieu
,
David Helbert
,
Eric Champion
,
Amandine Magnaudeix
,
Philippe Leproux
et al.
Communication dans un congrès
hal-03191353
v1
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CARSData: Data analysis and machine learning applied to CARS spectroscopy”. 3rd edition of the Σ-Tech Days
Damien Boildieu
,
David Helbert
,
Champion E
,
Amandine Magnaudeix
,
Zakaniaina Rajaofara
et al.
xplore the world of biomaterials with advanced photonics and artificial intelligence, Oct 2021, limoges, France
Communication dans un congrès
hal-03555137
v1
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7T MRI super-resolution with Generative Adversarial Network
Huy Quang Do
,
Pascal Bourdon
,
David Helbert
,
Mathieu Naudin
,
Rémy Guillevin
Communication dans un congrès
hal-03003045
v1
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CNN for multiple sclerosis lesion segmentation: How many patients for a fully supervised method?
Alexandre Fenneteau
,
Pascal Bourdon
,
David Helbert
,
Christine Fernandez-Maloigne
,
Christophe N Habas
et al.
Communication dans un congrès
hal-03335735
v1
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Explicability in resting-state fMRI for gender classification
Adrien Raison
,
Pascal Bourdon
,
Christophe N Habas
,
David Helbert
Communication dans un congrès
hal-03335712
v1
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3T MRI super-resolution using 3D cycle-consistent generative adversarial network
Huy Quang Do
,
David Helbert
,
Pascal Bourdon
,
Mathieu Naudin
,
Carole Guillevin
et al.
Communication dans un congrès
hal-03335726
v1
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Siamese convolutional neural network for new multiple sclerosis lesion segmentation
Alexandre Fenneteau
,
Pascal Bourdon
,
David Helbert
,
Christine Fernandez-Maloigne
,
Christophe N Habas
et al.
MSSEG-2 challenge proceedings: Multiple sclerosis new lesions segmentation challenge using a data management and processing infrastructure. MICCAI 2021, Sep 2021, Strasbourg, France
Communication dans un congrès
hal-03359032
v1
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Learning a CNN on multiple sclerosis lesion segmentation with self-supervision
Alexandre Fenneteau
,
Pascal Bourdon
,
David Helbert
,
Christine Fernandez-Maloigne
,
Christophe N Habas
et al.
Communication dans un congrès
hal-02378210
v1
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Apprentissage d’un CNN sur la segmentation des lésions de sclérose en plaques avec auto-supervision
Alexandre Fenneteau
,
Pascal Bourdon
,
David Helbert
,
Christine Fernandez-Maloigne
,
Christophe N Habas
et al.
RFIAP, Jun 2020, Vannes, France
Communication dans un congrès
hal-03541662
v1
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Image Registration for Biomedical Images on Irregular Grids
Hong Nhung Pham
,
David Helbert
,
Pascal Bourdon
,
Philippe Carré
CORESA 2018 (COmpression et REprésentation des Signaux Audiovisuels, Nov 2018, Poitiers, France
Communication dans un congrès
hal-01897326
v1
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Spectral Graph Wavelet Based Nonrigid Image Registration
Hong Nhung Pham
,
David Helbert
,
Pascal Bourdon
,
Philippe Carré
Communication dans un congrès
hal-01786123
v1
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A Data-Driven Approach to Feature Space Selection for Robust Micro-Endoscopic Image Reconstruction
Pascal Bourdon
,
David Helbert
Communication dans un congrès
hal-01519837
v1
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Restoration of Confocal Images by Hypercomplex diffusion
David Helbert
,
Mohamed Malek
,
Philippe Carré
,
Christine Fernandez-Maloigne
,
Nicolas Leveziel
ARVO Annual Meeting : Leading Eye and Vision Research (ARVO 2014), Association for Research in Vision and Ophthalmology (ARVO), May 2014, Orlando, United States. pp.4831 - B0207
Communication dans un congrès
hal-00949297
v1
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Automatic detection of the retinal neovascularization in diabetic patients.
Benjamin Béouche-Hélias
,
David Helbert
,
Bruno Mercier
,
Philippe Carré
,
Christine Fernandez-Maloigne
et al.
ARVO 2014 Annual Meeting : Leading Eye and Vision Research, Association for Research in Vision and Ophthalmology (ARVO), May 2014, Orlando, United States. pp.207 - B0015
Communication dans un congrès
hal-00949305
v1
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Directional Hypercomplex Diffusion
Mohamed Malek
,
David Helbert
,
Philippe Carré
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2013, May 2013, Vancouver, Canada. pp.5765, ⟨10.1109/ICASSP.2013.6637875⟩
Communication dans un congrès
hal-00798555
v1
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Compressive Template Matching on Multispectral Data
Sylvain Rousseau
,
David Helbert
,
Philippe Carré
,
Jacques Blanc-Talon
International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.ID2697
Communication dans un congrès
hal-00798439
v1
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Metric Tensor for Multicomponent Edge Detection
Sylvain Rousseau
,
David Helbert
,
Philippe Carré
ICIP, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.2
Communication dans un congrès
hal-00493428
v1
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Relief Extraction of Rough Textured Reflecting Surface by Image Processing
Xin Huang
,
Jacques Brochard
,
David Helbert
,
Majdi Khoudeir
Eighth International Conference on Quality Control by Artificial Vision 2007, May 2007, Le Creusot, France. http://spie.org/x648.xml?product_id=736719&Search_Origin=QuickSearch&Search_Results_URL=http://spie., ⟨10.1117/12.736719⟩
Communication dans un congrès
hal-00331499
v1
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Reconstruction photométrique d'une surface rugueuse à partir d'une seule image
David Helbert
,
Benjamin Bringier
,
Majdi Khoudeir
Workshop Caractérisation multi-échelle de la rugosité, Oct 2007, Poitiers, France
Communication dans un congrès
hal-00337467
v1
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Rough Surfaces and Relief Extraction by Generalized Lambertian's Photometric Model
David Helbert
,
Majdi Khoudeir
,
Minh-Tan Do
IEEE International Conference on Signal Processing and Communication 2007, Nov 2007, Dubaï, United Arab Emirates. http://www.icspc07.org/index.htm
Communication dans un congrès
hal-00331502
v1
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Use the discrete geometry to discretize the ridgelet transform
David Helbert
,
Philippe Carré
WavE: Wavelets and Applications 2006, Jul 2006, EPFL, Lausanne, Switzerland. http://wavelet.epfl.ch/
Communication dans un congrès
hal-00331498
v1
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Ridgelet Decomposition: Discrete Implementation and Color Denoising
Philippe Carré
,
David Helbert
Wavelet Applications in Industrial Processing III, Oct 2005, Boston, MA, United States. ⟨10.1117/12.629569⟩
Communication dans un congrès
hal-00331496
v1
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Application de la Transformée Ridgelet Analytique Discrète en débruitage de videos couleur
David Helbert
Journée thématique du GDR ISIS : "Traitements perceptifs couleur dédiés à l'image et à la vidéo", Oct 2004, Poitiers, France
Communication dans un congrès
hal-00337468
v1
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Information Fusion using Covariance Intersection in the Frame of the Evidence Theory
David Helbert
,
Bertrand Augereau
,
Christine Fernandez-Maloigne
Advanced Concepts for Intelligent Vision Systems (ACIVS 2004), Aug 2004, Brussels, Belgium. pp.0
Communication dans un congrès
hal-00331438
v1
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3D fast ridgelet transform
Philippe Carré
,
David Helbert
,
Éric Andrès
Communication dans un congrès
hal-00331431
v1
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La Transformée Ridgelet Analytique Discrète 3D
David Helbert
,
Philippe Carré
,
Éric Andrès
19° Colloque sur le traitement du signal et des images GRETSI 2003, Sep 2003, Paris, France. http://hdl.handle.net/2042/13604
Communication dans un congrès
hal-00331418
v1
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