Fast gray-level morphological transforms with any structuring element. - Christopher Gratin; Hugues Talbot (VCIP, 1993)

A Morphological Algorithm for Linear Segment Detection. - Hugues Talbot (ISMM, 1996)

Fast computation of morphological operations with arbitrary structuring elements. - Marc Van Droogenbroeck; Hugues Talbot (Pattern Recognit. Lett., 1996)

Image structure orientation using mathematical morphology. - Pierre Soille; Hugues Talbot (ICPR, 1998)

Motion Segmentation Using Seeded Region Growing. - Richard Beare; Hugues Talbot (ISMM, 2000)

Flexible Linear Openings and Closings. - Michael Buckley; Hugues Talbot (ISMM, 2000)

Unseeded Region Growing for 3D Image Segmentation. - Zheng Lin; Jesse S. Jin; Hugues Talbot (VIP, 2000)

Mathematical morphology: A useful set of tools for image analysis. - Edmond J. Breen; Ronald Jones; Hugues Talbot (Stat. Comput., 2000)

Directional Morphological Filtering. - Pierre Soille; Hugues Talbot (IEEE Trans. Pattern Anal. Mach. Intell., 2001)

Globally Optimal Surfaces by Continuous Maximal Flows. - Ben Appleton; Hugues Talbot (DICTA, 2003)

Segmentation by Adaptive Prediction and Region Merging. - Marc Van Droogenbroeck; Hugues Talbot (DICTA, 2003)

Efficient and Consistent Recursive Filtering of Images with Reflective Extension. - Ben Appleton; Hugues Talbot (Scale-Space, 2003)

Path-based morphological openings. - Henk J. A. M. Heijmans; Michael Buckley; Hugues Talbot (ICIP, 2004)

Efficient Path Openings and Closings. - Ben Appleton; Hugues Talbot (ISMM, 2005)

Globally Optimal Geodesic Active Contours. - Ben Appleton; Hugues Talbot (J. Math. Imaging Vis., 2005)

Path Openings and Closings. - Henk J. A. M. Heijmans; Michael Buckley; Hugues Talbot (J. Math. Imaging Vis., 2005)

Recursive filtering of images with symmetric extension. - Ben Appleton; Hugues Talbot (Signal Process., 2005)

Elliptical Distance Transforms and Applications. - Hugues Talbot (DGCI, 2006)

Globally Minimal Surfaces by Continuous Maximal Flows. - Ben Appleton; Hugues Talbot (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Robust 3D segmentation of composite materials fibres. - Nicolas Combaret; Hugues Talbot (ISMM (2), 2007)

Segmentation of 3D nano-scale polystyrene balls. - Olena Tankyevych; Laszlo Marak; Hugues Talbot; Petr Dokládal (ISMM (2), 2007)

Efficient complete and incomplete path openings and closings. - Hugues Talbot; Ben Appleton (Image Vis. Comput., 2007)

Image tampering detection using Bayer interpolation and JPEG compression. - Marie-Charlotte Poilpré; Patrick Perrot; Hugues Talbot (e-Forensics, 2008)

Curvilinear morpho-Hessian filter. - Olena Tankyevych; Hugues Talbot; Petr Dokládal (ISBI, 2008)

A Discrete lambda-Medial Axis. - John Chaussard; Michel Couprie; Hugues Talbot (DGCI, 2009)

Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest. - Camille Couprie; Leo J. Grady; Laurent Najman; Hugues Talbot (ICCV, 2009)

Optimal consensus set for digital plane fitting. - Rita Zrour; Yukiko Kenmochi; Hugues Talbot; Lilian Buzer; Yskandar Hamam; Ikuko Shimizu; Akihiro Sugimoto (ICCV Workshops, 2009)

Efficient Poisson denoising for photography. - Hugues Talbot; Harold Phelippeau; Mohamed Akil; Stefan Bara (ICIP, 2009)

Direction-adaptive grey-level morphology. application to 3D vascular brain imaging. - Olena Tankyevych; Hugues Talbot; Petr Dokládal; Nicolas Passat (ICIP, 2009)

Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. - Silvia Valero; Jocelyn Chanussot; Jón Atli Benediktsson; Hugues Talbot; Björn Waske (ICIP, 2009)

Spatially-Variant Morpho-Hessian Filter: Efficient Implementation and Application. - Olena Tankyevych; Hugues Talbot; Petr Dokládal; Nicolas Passat (ISMM, 2009)

Optimal Consensus Set for Digital Line Fitting. - Rita Zrour; Yukiko Kenmochi; Hugues Talbot; Lilian Buzer; Yskandar Hamam; Ikuko Shimizu; Akihiro Sugimoto (IWCIA Special Track on Applications, 2009)

Bayer bilateral denoising on TriMedia3270. - Harold Phelippeau; Mohamed Akil; Breno Dias Rodrigues; Hugues Talbot; Stefan Bara (Real-Time Image and Video Processing, 2009)

The phase only transform for unsupervised surface defect detection. - Dror Aiger; Hugues Talbot (CVPR, 2010)

Outer Surface Reconstruction for 3D Fractured Objects. - Anatoly Kornev; Laurent Babout; Marcin Janaszewski; Hugues Talbot (ICCVG (2), 2010)

Anisotropic diffusion using power watersheds. - Camille Couprie; Leo J. Grady; Laurent Najman; Hugues Talbot (ICIP, 2010)

Image quantization under spatial smoothness constraints. - Anna Jezierska; Caroline Chaux; Hugues Talbot; Jean-Christophe Pesquet (ICIP, 2010)

Efficiently Computing Optimal Consensus of Digital Line Fitting. - Yukiko Kenmochi; Lilian Buzer; Hugues Talbot (ICPR, 2010)

Combinatorial Continuous Maximal Flows - Camille Couprie; Leo J. Grady; Hugues Talbot; Laurent Najman (CoRR, 2010)

Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. - Silvia Valero; Jocelyn Chanussot; Jón Atli Benediktsson; Hugues Talbot; Björn Waske (Pattern Recognit. Lett., 2010)

Efficient Robust Digital Hyperplane Fitting with Bounded Error. - Dror Aiger; Yukiko Kenmochi; Hugues Talbot; Lilian Buzer (DGCI, 2011)

A Fast Solver for Truncated-Convex Priors: Quantized-Convex Split Moves. - Anna Jezierska; Hugues Talbot; Olga Veksler; Daniel Wesierski (EMMCVPR, 2011)

An EM approach for Poisson-Gaussian noise modeling. - Anna Jezierska; Caroline Chaux; Jean-Christophe Pesquet; Hugues Talbot (EUSIPCO, 2011)

Dual constrained TV-based regularization. - Camille Couprie; Hugues Talbot; Jean-Christophe Pesquet; Laurent Najman; Leo J. Grady (ICASSP, 2011)

A Memory Gradient algorithm for ℓ2 - ℓ0 regularization with applications to image restoration. - Emilie Chouzenoux; Jean-Christophe Pesquet; Hugues Talbot; Anna Jezierska (ICIP, 2011)

Surface Reconstruction Using Power Watershed. - Camille Couprie; Xavier Bresson; Laurent Najman; Hugues Talbot; Leo J. Grady (ISMM, 2011)

Topologically correct cortical segmentation using Khalimsky's cubic complex framework. - Manuel Jorge Cardoso; Matthew J. Clarkson; Marc Modat; Hugues Talbot; Michel Couprie; Sébastien Ourselin (Image Processing, 2011)

Optimal consensus set for digital line and plane fitting. - Rita Zrour; Yukiko Kenmochi; Hugues Talbot; Lilian Buzer; Yskandar Hamam; Ikuko Shimizu; Akihiro Sugimoto (Int. J. Imaging Syst. Technol., 2011)

A Spatial Regularization Approach for Vector Quantization. - Caroline Chaux; Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot (J. Math. Imaging Vis., 2011)

Power Watershed: A Unifying Graph-Based Optimization Framework. - Camille Couprie; Leo J. Grady; Laurent Najman; Hugues Talbot (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Robust skeletonization using the discrete λ-medial axis. - John Chaussard; Michel Couprie; Hugues Talbot (Pattern Recognit. Lett., 2011)

Combinatorial Continuous Maximum Flow. - Camille Couprie; Leo J. Grady; Hugues Talbot; Laurent Najman (SIAM J. Imaging Sci., 2011)

A primal-dual proximal splitting approach for restoring data corrupted with poisson-gaussian noise. - Anna Jezierska; Emilie Chouzenoux; Jean-Christophe Pesquet; Hugues Talbot (ICASSP, 2012)

A hybrid algorithm for automatic heart segmentation in ct angiography. - Imen Melki; Hugues Talbot; Jean Cousty; Céline Pruvot; Jérôme F. Knoplioch; Laurent Launay; Laurent Najman (ICIP, 2012)

Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. - Anna Jezierska; Hugues Talbot; Caroline Chaux; Jean-Christophe Pesquet; Gilbert Engler (ISBI, 2012)

Combinatorial Properties of 2D Discrete Rigid Transformations under Pixel-Invariance Constraints. - Phuc Ngo 001; Yukiko Kenmochi; Nicolas Passat; Hugues Talbot (IWCIA, 2012)

Curvilinear Structure Enhancement with the Polygonal Path Image - Application to Guide-Wire Segmentation in X-Ray Fluoroscopy. - Vincent Bismuth; Régis Vaillant; Hugues Talbot; Laurent Najman (MICCAI (2), 2012)

Efficient Robust d-Dimensional Path Operators. - François Cokelaer; Hugues Talbot; Jocelyn Chanussot (IEEE J. Sel. Top. Signal Process., 2012)

Oriented patterns in image analysis : From thin objects to flow-based methods. (Etude des Directions en Analyse d'image: Des objets fins aux méthodes à base de flot). - Hugues Talbot (2013)

Sufficient Conditions for Topological Invariance of 2D Images under Rigid Transformations. - Phuc Ngo 001; Yukiko Kenmochi; Nicolas Passat; Hugues Talbot (DGCI, 2013)

Efficient Robust Digital Annulus Fitting with Bounded Error. - Minh Son Phan; Yukiko Kenmochi; Akihiro Sugimoto; Hugues Talbot; Eric Andres; Rita Zrour (DGCI, 2013)

A majorize-minimize memory gradient algorithm applied to X-ray tomography. - Emilie Chouzenoux; Fiona Zolyniak; Emmanuelle Gouillart; Hugues Talbot (ICIP, 2013)

Well-composed images and rigid transformations. - Phuc Ngo 001; Nicolas Passat; Yukiko Kenmochi; Hugues Talbot (ICIP, 2013)

Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology. - T. A. Nguyen; Alice Dufour; Olena Tankyevych; Amir Nakib; Eric Petit 001; Hugues Talbot; Nicolas Passat (ICIP, 2013)

Morphology-based cerebrovascular atlas. - Alice Dufour; Christian Ronse; Joseph Baruthio; Olena Tankyevych; Hugues Talbot; Nicolas Passat (ISBI, 2013)

Estimation of Separating Planes between Touching 3D Objects Using Power Watershed. - Clara Jaquet; Edward Andò; Gioacchino Viggiani; Hugues Talbot (ISMM, 2013)

Semi-connections and Hierarchies. - Olena Tankyevych; Hugues Talbot; Nicolas Passat (ISMM, 2013)

Discrete Rigid Transformation Graph Search for 2D Image Registration. - Phuc Ngo 001; Akihiro Sugimoto; Yukiko Kenmochi; Nicolas Passat; Hugues Talbot (PSIVT Workshops, 2013)

Combinatorial structure of rigid transformations in 2D digital images. - Phuc Ngo 001; Yukiko Kenmochi; Nicolas Passat; Hugues Talbot (Comput. Vis. Image Underst., 2013)

Filtering and segmentation of 3D angiographic data: Advances based on mathematical morphology. - Alice Dufour; Olena Tankyevych; Benoît Naegel; Hugues Talbot; Christian Ronse; Joseph Baruthio; Petr Dokládal; Nicolas Passat (Medical Image Anal., 2013)

A Majorize-Minimize Subspace Approach for ℓ2-ℓ0 Image Regularization. - Emilie Chouzenoux; Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot (SIAM J. Imaging Sci., 2013)

Dual Constrained TV-based Regularization on Graphs. - Camille Couprie; Leo J. Grady; Laurent Najman; Jean-Christophe Pesquet; Hugues Talbot (SIAM J. Imaging Sci., 2013)

Efficient Neighbourhood Computing for Discrete Rigid Transformation Graph Search. - Yukiko Kenmochi; Phuc Ngo 001; Hugues Talbot; Nicolas Passat (DGCI, 2014)

Tubular Structure Filtering by Ranking Orientation Responses of Path Operators. - Odyssée Merveille; Hugues Talbot; Laurent Najman; Nicolas Passat (ECCV (2), 2014)

Selective and robust d-dimensional path operators. - François Cokelaer; Mauro Dalla Mura; Hugues Talbot; Jocelyn Chanussot (ICIP, 2014)

Image processing for materials characterization: Issues, challenges and opportunities. - Laurent Duval; Maxime Moreaud; Camille Couprie; Dominique Jeulin; Hugues Talbot; Jesús Angulo (ICIP, 2014)

A non-local chan-vese model for sparse, tubular object segmentation. - Anna Jezierska; Olivia Miraucourt; Hugues Talbot; Stéphanie Salmon; Nicolas Passat (ICIP, 2014)

Iterative poisson-Gaussian noise parametric estimation for blind image denoising. - Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot; Caroline Chaux (ICIP, 2014)

Combining interior tomography reconstruction and spatial regularization. - Lilian Chaves Brandao dos Santos; Emmanuelle Gouillart; Hugues Talbot (ICIP, 2014)

Robust path opening versus path opening for the detection of hedgerows in rural landscapes. - Mathieu Fauvel; Carole Planque; David Sheeren; Mauro Dalla Mura; François Cokelaer; J. Chanussov; Hugues Talbot (IGARSS, 2014)

3D CFD in Complex Vascular Systems: A Case Study. - Olivia Miraucourt; Olivier Génevaux; Marcela Szopos; Marc Thiriet; Hugues Talbot; Stéphanie Salmon; Nicolas Passat (ISBMS, 2014)

Learning-based automatic detection of severe coronary stenoses in CT angiographies. - Imen Melki; Cyril Cardon; Nicolas Gogin; Hugues Talbot; Laurent Najman (Computer-Aided Diagnosis, 2014)

Topology-Preserving Conditions for 2D Digital Images Under Rigid Transformations. - Phuc Ngo 001; Yukiko Kenmochi; Nicolas Passat; Hugues Talbot (J. Math. Imaging Vis., 2014)

Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification. - Eysteinn Már Sigurðsson; Silvia Valero; Jón Atli Benediktsson; Jocelyn Chanussot; Hugues Talbot; Einar Stefánsson (Pattern Recognit. Lett., 2014)

Topology-Preserving Rigid Transformation of 2D Digital Images. - Phuc Ngo 001; Nicolas Passat; Yukiko Kenmochi; Hugues Talbot (IEEE Trans. Image Process., 2014)

An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation. - Anna Jezierska; Caroline Chaux; Jean-Christophe Pesquet; Hugues Talbot; Gilbert Engler (IEEE Trans. Signal Process., 2014)

Global image registration and video color correction in presence of illumination variations. - Ali Kanj; Hugues Talbot; Raoul Rodriguez Luparello (DICTAP, 2015)

Automated image splicing detection from noise estimation in raw images. - Thibault Julliand; Vincent Nozick; Hugues Talbot (ICDP, 2015)

Color deflickering for high-speed video in the presence of artificial lighting. - Ali Kanj; Hugues Talbot; Jean-Christophe Pesquet; Raoul Rodriguez Luparello (ICIP, 2015)

Multicriteria 3D PET image segmentation. - Francisco Javier Alvarez Padilla; Éloïse Grossiord; Barbara Romaniuk; Benoît Naegel; Camille Kurtz; Hugues Talbot; Laurent Najman; Romain Guillemot; Dimitri Papathanassiou; Nicolas Passat (IPTA, 2015)

Automated heart rate estimation in fish embryo. - Élodie Puybareau; Hugues Talbot; Marc Léonard (IPTA, 2015)

Hierarchies and shape-space for pet image segmentation. - Éloïse Grossiord; Hugues Talbot; Nicolas Passat; Michel Meignan; Pierre Tervé; Laurent Najman (ISBI, 2015)

A regionalized automated measurement of ciliary beating frequency. - Élodie Puybareau; Hugues Talbot; Gabriel Pelle; Bruno Louis; Jean-François Papon; André Coste; Laurent Najman (ISBI, 2015)

Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. - Odyssée Merveille; Hugues Talbot; Laurent Najman; Nicolas Passat (ISMM, 2015)

When Convex Analysis Meets Mathematical Morphology on Graphs. - Laurent Najman; Jean-Christophe Pesquet; Hugues Talbot (ISMM, 2015)

An Automated Assay for the Evaluation of Mortality in Fish Embryo. - Élodie Puybareau; Marc Léonard; Hugues Talbot (ISMM, 2015)

Image Noise and Digital Image Forensics. - Thibault Julliand; Vincent Nozick; Hugues Talbot (IWDW, 2015)

A complete characterization of the (m, n)-cubes and combinatorial applications in imaging, vision and discrete geometry. - Daniel Khoshnoudirad; Hugues Talbot (AKCE Int. J. Graphs Comb., 2015)

On 2D constrained discrete rigid transformations. - Phuc Ngo 001; Yukiko Kenmochi; Nicolas Passat; Hugues Talbot (Ann. Math. Artif. Intell., 2015)

Directed Connected Operators: Asymmetric Hierarchies for Image Filtering and Segmentation. - Benjamin Perret; Jean Cousty; Olena Tankyevych; Hugues Talbot; Nicolas Passat (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood. - Emilie Chouzenoux; Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot (SIAM J. Imaging Sci., 2015)

Automatic Image Splicing Detection Based on Noise Density Analysis in Raw Images. - Thibault Julliand; Vincent Nozick; Hugues Talbot (ACIVS, 2016)

Discrete Calculus, Optimisation and Inverse Problems in Imaging. - Hugues Talbot (DGCI, 2016)

Morphological PDEs on graphs for analyzing unorganized data in 3D and higher. - Abderrahim Elmoataz; Francois Lozes; Hugues Talbot (GlobalSIP, 2016)

A variational model for thin structure segmentation based on a directional regularization. - Odyssée Merveille; Olivia Miraucourt; Stéphanie Salmon; Nicolas Passat; Hugues Talbot (ICIP, 2016)

Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion. - Élodie Puybareau; Hugues Talbot; Emilie Bequignon; Bruno Louis; Gabriel Pelle; Jean-François Papon; André Coste; Laurent Najman (ICIP, 2016)

Numerical Implementation of the Ambrosio-Tortorelli Functional Using Discrete Calculus and Application to Image Restoration and Inpainting. - Marion Foare; Jacques-Olivier Lachaud; Hugues Talbot (RRPR@ICPR, 2016)

Image restoration and segmentation using the Ambrosio-Tortorelli functional and Discrete Calculus. - Marion Foare; Jacques-Olivier Lachaud; Hugues Talbot (ICPR, 2016)

Automated quantification of the epidermal aging process using in-vivo confocal microscopy. - Julie Robic; Alex Nkengne; Benjamin Perret; Michel Couprie; Hugues Talbot (ISBI, 2016)

From Real MRA to Virtual MRA: Towards an Open-Source Framework. - Nicolas Passat; Stéphanie Salmon; Jean-Paul Armspach; Benoît Naegel; Christophe Prud'homme; Hugues Talbot; Alexandre Fortin; Simon Garnotel; Odyssée Merveille; Olivia Miraucourt; Ranine Tarabay; Vincent Chabannes; et al. (MICCAI (3), 2016)

Morphological PDEs on Graphs for Image Processing on Surfaces and Point Clouds. - Abderrahim Elmoataz; François Lozes; Hugues Talbot (ISPRS Int. J. Geo Inf., 2016)

Countering Noise-based Splicing Detection Using Noise Density Transfer. - Thibault Julliand; Hugues Talbot; Vincent Nozick (J. Digit. Forensics Secur. Law, 2016)

Flicker removal and superpixel-based motion tracking for high speed videos. - Ali Kanj; Hugues Talbot; Raoul Rodriguez Luparello (ICIP, 2017)

Automated 3D lymphoma lesion segmentation from PET/CT characteristics. - Éloïse Grossiord; Hugues Talbot; Nicolas Passat; Michel Meignan; Laurent Najman (ISBI, 2017)

Periodic area-of-motion characterization for bio-medical applications. - Élodie Puybareau; Hugues Talbot; Laurent Najman (ISBI, 2017)

Classification of the dermal-epidermal junction using in-vivo confocal microscopy. - Julie Robic; Benjamin Perret; Alex Nkengne; Michel Couprie; Hugues Talbot (ISBI, 2017)

Evaluation of Combinations of Watershed Hierarchies. - Deise Santana Maia; Arnaldo de Albuquerque Araújo; Jean Cousty; Laurent Najman; Benjamin Perret; Hugues Talbot (ISMM, 2017)

Morphological Analysis of Brownian Motion for Physical Measurements. - Élodie Puybareau; Hugues Talbot; Noha Gaber; Tarik Bourouina (ISMM, 2017)

An automated assay for the assessment of cardiac arrest in fish embryo. - Élodie Puybareau; Diane Genest; Emilie Barbeau; Marc Léonard; Hugues Talbot (Comput. Biol. Medicine, 2017)

Spatially variant PSF modeling in confocal macroscopy. - Anna Jezierska; Hugues Talbot; Jean-Christophe Pesquet; Gilbert Engler (CoRR, 2017)

Discrete rigid registration: A local graph-search approach. - Phuc Ngo 001; Yukiko Kenmochi; Akihiro Sugimoto; Hugues Talbot; Nicolas Passat (Discret. Appl. Math., 2017)

2D Filtering of Curvilinear Structures by Ranking the Orientation Responses of Path Operators (RORPO). - Odyssée Merveille; Benoît Naegel; Hugues Talbot; Laurent Najman; Nicolas Passat (Image Process. Line, 2017)

A Multicore Convex Optimization Algorithm with Applications to Video Restoration. - Feriel Abboud; Emilie Chouzenoux; Jean-Christophe Pesquet; Hugues Talbot (ICIP, 2018)

Spatially variant PSF modeling in confocal macroscopy. - Anna Jezierska; Hugues Talbot; Jean-Christophe Pesquet (ISBI, 2018)

Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators. - Odyssée Merveille; Hugues Talbot; Laurent Najman; Nicolas Passat (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures. - Nicolas Boutry; Joseph Chazalon; Élodie Puybareau; Guillaume Tochon; Hugues Talbot; Thierry Géraud (BrainLes@MICCAI (1), 2019)

Digital Curvature Evolution Model for Image Segmentation. - Daniel Martins Antunes; Jacques-Olivier Lachaud; Hugues Talbot (DGCI, 2019)

Atlas-Based Automated Detection of Swim Bladder in Medaka Embryo. - Diane Genest; Marc Léonard; Jean Cousty; Noémie De Crozé; Hugues Talbot (ISMM, 2019)

Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy. - Élodie Puybareau; Edwin Carlinet; Alessandro Benfenati; Hugues Talbot (ISMM, 2019)

Self-dual Pattern Spectra for Characterising the Dermal-Epidermal Junction in 3D Reflectance Confocal Microscopy Imaging. - Julie Robic; Benjamin Perret; Alex Nkengne; Michel Couprie; Hugues Talbot (ISMM, 2019)

High throughput automated detection of axial malformations in Medaka embryo. - Diane Genest; Élodie Puybareau; Marc Léonard; Jean Cousty; Noémie De Crozé; Hugues Talbot (Comput. Biol. Medicine, 2019)

Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. - Éloïse Grossiord; Benoît Naegel; Hugues Talbot; Laurent Najman; Nicolas Passat (Math. Morphol. Theory Appl., 2019)

Generation of Patient-Specific Cardiac Vascular Networks: A Hybrid Image-Based and Synthetic Geometric Model. - Clara Jaquet; Laurent Najman; Hugues Talbot; Leo J. Grady; Michiel Schaap; Buzzy Spain; Hyun Jin Kim 003; Irene E. Vignon-Clementel; Charles A. Taylor (IEEE Trans. Biomed. Eng., 2019)

nD Variational Restoration of Curvilinear Structures With Prior-Based Directional Regularization. - Odyssée Merveille; Benoît Naegel; Hugues Talbot; Nicolas Passat (IEEE Trans. Image Process., 2019)

Asymptotic Cross-Entropy Weighting and Guided-Loss in Supervised Hierarchical Setting using Deep Attention Network. - Charles A. Kantor; Brice Rauby; Léonard Boussioux; Emmanuel Jehanno; André-Philippe Drapeau Picard; Maxim Larrivée; Hugues Talbot (AI4SG@AAAI Fall Symposium, 2020)

CGO: Multiband Astronomical Source Detection With Component-Graphs. - Thanh Xuan Nguyen; Giovanni Chierchia; Laurent Najman; Aku Venhola; Caroline Haigh; Reynier Peletier; Michael H. F. Wilkinson; Hugues Talbot; Benjamin Perret (ICIP, 2020)

Does Super-Resolution Improve OCR Performance In The Real World? A Case Study On Images Of Receipts. - Vivien Robert; Hugues Talbot (ICIP, 2020)

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation. - Théo Estienne; Marvin Lerousseau; Maria Vakalopoulou; Emilie Alvarez Andres; Enzo Battistella; Alexandre Carré; Siddhartha Chandra; Stergios Christodoulidis; Mihir Sahasrabudhe; Roger Sun; Charlotte Robert; Hugues Talbot; et al. (Frontiers Comput. Neurosci., 2020)

Automated segmentation of thick confocal microscopy 3D images for the measurement of white matter volumes in zebrafish brains. - Sylvain Lempereur; Arnim Jenett; Elodie Machado; Ignacio Arganda-Carreras; Matthieu Simion; Pierre Affaticati; Jean-Stéphane Joly; Hugues Talbot (Math. Morphol. Theory Appl., 2020)

Shaping for PET image analysis. - Éloïse Grossiord; Nicolas Passat; Hugues Talbot; Benoît Naegel; Salim Kanoun; Ilan Tal; Pierre Tervé; Soléakhéna Ken; Olivier Casasnovas; Michel Meignan; Laurent Najman (Pattern Recognit. Lett., 2020)

Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction. - Charles A. Kantor; Léonard Boussioux; Brice Rauby; Hugues Talbot (AAAI, 2021)

Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks. - Charles A. Kantor; Léonard Boussioux; Brice Rauby; Hugues Talbot (AAAI, 2021)

A Maximum-Flow Model for Digital Elastica Shape Optimization. - Daniel Martins Antunes; Jacques-Olivier Lachaud; Hugues Talbot (DGMM, 2021)

Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images. - Thanh Xuan Nguyen; Giovanni Chierchia; Oleksandra Razim; Reynier F. Peletier; Laurent Najman; Hugues Talbot; Benjamin Perret (IEEE Access, 2021)

Machine-Learning-Assisted Intelligent Imaging Flow Cytometry: A Review. - Shaobo Luo; Yuzhi Shi; Lip Ket Chin; Paul Hutchinson; Yi Zhang; Giovanni Chierchia; Hugues Talbot; Xudong Jiang 001; Tarik Bourouina; Ai Qun Liu (Adv. Intell. Syst., 2021)

Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. - Charles A. Kantor; Marta Skreta; Brice Rauby; Léonard Boussioux; Emmanuel Jehanno; Alexandra Luccioni; David Rolnick; Hugues Talbot (CoRR, 2021)

An Elastica-Driven Digital Curve Evolution Model for Image Segmentation. - Daniel Martins Antunes; Jacques-Olivier Lachaud; Hugues Talbot (J. Math. Imaging Vis., 2021)

Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising. - Alessandro Benfenati; Francesco Bonacci; Tarik Bourouina; Hugues Talbot (J. Math. Imaging Vis., 2021)

Incrementally Semi-Supervised Classification of Arthritis Inflammation on a Clinical Dataset. - Theodore Aouad; Clementina Lopez-Medina; Charlotte Martin-Peltier; Adrien Bordner; Sisi Yang; Anna Molto; Maxime Dougados; Antoine Feydy; Hugues Talbot (ICIP, 2022)

Binary Morphological Neural Network. - Theodore Aouad; Hugues Talbot (ICIP, 2022)

Coronary Artery Centerline Tracking with the Morphological Skeleton Loss. - Mario Viti; Hugues Talbot; Bassam Abdallah; Etienne Perot; Nicolas Gogin (ICIP, 2022)

Transformer Graph Network for Coronary Plaque Localization in CCTA. - Mario Viti; Hugues Talbot; Nicolas Gogin (ISBI, 2022)

Unsupervised Nuclei Segmentation Using Spatial Organization Priors. - Loïc Le Bescond; Marvin Lerousseau; Ingrid Garberis; Fabrice André; Stergios Christodoulidis; Maria Vakalopoulou; Hugues Talbot (MICCAI (2), 2022)

Binary Multi Channel Morphological Neural Network. - Theodore Aouad; Hugues Talbot (CoRR, 2022)

Distributed algorithms for scalable proximity operator computation and application to video denoising. - Feriel Abboud; Marin Stamm; Emilie Chouzenoux; Jean-Christophe Pesquet; Hugues Talbot (Digit. Signal Process., 2022)

Homotopic Affine Transformations in the 2D Cartesian Grid. - Nicolas Passat; Phuc Ngo 001; Yukiko Kenmochi; Hugues Talbot (J. Math. Imaging Vis., 2022)

MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. - Yi Gu; Yoshito Otake; Keisuke Uemura; Masaki Takao; Mazen Soufi; Yuta Hiasa; Hugues Talbot; Seiji Okada; Nobuhiko Sugano; Yoshinobu Sato (MICCAI (7), 2023)

On the detection of Out-Of-Distribution samples in Multiple Instance Learning. - Loïc Le Bescond; Maria Vakalopoulou; Stergios Christodoulidis; Fabrice André; Hugues Talbot (CoRR, 2023)

OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees. - Bertrand Kerautret; Phuc Ngo 001; Nicolas Passat; Hugues Talbot; Clara Jaquet (Image Process. Line, 2023)

Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. - Yi Gu; Yoshito Otake; Keisuke Uemura; Mazen Soufi; Masaki Takao; Hugues Talbot; Seiji Okada; Nobuhiko Sugano; Yoshinobu Sato (Medical Image Anal., 2023)

Convex Optimization for Binary Tree-Based Transport Networks. - Raoul Sallé de Chou; Mohamed Ali Srir; Laurent Najman; Nicolas Passat; Hugues Talbot; Irene E. Vignon-Clementel (DGMM, 2024)

Learning sperm cells part segmentation with class-specific data augmentation. - Marcin Jankowski; Emilia Lewandowska; Hugues Talbot; Daniel Wesierski; Anna Jezierska (HSI, 2024)

3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation. - Yi Gu; Yoshito Otake; Keisuke Uemura; Masaki Takao; Mazen Soufi; Seiji Okada; Nobuhiko Sugano; Hugues Talbot; Yoshinobu Sato (MICCAI (7), 2024)

Enhancing Quantitative Image Synthesis Through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-Ray Image. - Yi Gu; Yoshito Otake; Keisuke Uemura; Masaki Takao; Mazen Soufi; Seiji Okada; Nobuhiko Sugano; Hugues Talbot; Yoshinobu Sato (SASHIMI@MICCAI, 2024)

Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation. - Raoul Sallé de Chou; Matthew Sinclair; Sabrina R. Lynch; Nan Xiao; Laurent Najman; Irene E. Vignon-Clementel; Hugues Talbot (MIDL, 2024)

A foundation for exact binarized morphological neural networks. - Theodore Aouad; Hugues Talbot (CoRR, 2024)

Learning Truly Monotone Operators with Applications to Nonlinear Inverse Problems. - Younes Belkouchi; Jean-Christophe Pesquet; Audrey Repetti; Hugues Talbot (SIAM J. Imaging Sci., 2025)

Enhanced Generative Model Evaluation with Clipped Density and Coverage. - Nicolas Salvy; Hugues Talbot; Bertrand Thirion (CoRR, 2025)