Motion Picture Restoration Using Morphological Tools. - Etienne Decencière Ferrandière (ISMM, 1996)

An Automatic System for Restoring Image Sequences. - Etienne Decencière (NMBIA, 1998)

Applications of kriging to image sequence coding. - Etienne Decencière; Chantal de Fouquet; Fernand Meyer (Signal Process. Image Commun., 1998)

Old movie restoration using rational spatial interpolators. - Lazhar Khriji; Moncef Gabbouj; Giovanni Ramponi; Etienne Decencière Ferrandière (ICECS, 1999)

Nonlinear Interpolators for Old Movie Restoration. - Lazhar Khriji; Moncef Gabbouj; Stefano Marsi; Giovanni Ramponi; Etienne Decencière Ferrandière (ICIP (3), 1999)

Content Dependent Image Sampling Using Mathematical Morphology: Application to Mipmapping. - Etienne Decencière Ferrandière; Beatriz Marcotegui; Fernand Meyer (ISMM, 2000)

Content-dependent image sampling using mathematical morphology: Application to texture mapping. - Etienne Decencière; Beatriz Marcotegui; Fernand Meyer (Signal Process. Image Commun., 2001)

Noise reduction in 3D images using morphological amoebas. - Romain Lerallut; Mathilde Goehm; Etienne Decencière; Fernand Meyer (ICIP (1), 2005)

Stochastic Shape Optimisation. - Costin Alin Caciu; Etienne Decencière; Dominique Jeulin (ISMM, 2005)

Downsampling of Binary Images Using Adaptive Crossing Numbers. - Etienne Decencière; Michel Bilodeau (ISMM, 2005)

Morphological Segmentation Applied to 3D Seismic Data. - Timothée Faucon; Etienne Decencière; Cédric Magneron (ISMM, 2005)

Application of Surface Topological Segmentation to Seismic Imaging. - Timothée Faucon; Etienne Decencière; Cédric Magneron (DGCI, 2006)

Restoration of Variable Area Soundtracks. - Emmanuel Brun; Abdelaali Hassaïne; Bernard Besserer; Etienne Decencière (ICIP (4), 2007)

Computing approximate geodesics and minimal surfaces using watershed and graph cuts. - Jean Stawiaski; Etienne Decencière; François Bidault (ISMM (1), 2007)

Image filtering using morphological amoebas. - Romain Lerallut; Etienne Decencière; Fernand Meyer (Image Vis. Comput., 2007)

ISMM05 special issue. - Christian Ronse; Laurent Najman; Etienne Decencière (Image Vis. Comput., 2007)

Detection and Correction of Under-/Overexposed Optical Soundtracks by Coupling Image and Audio Signal Processing. - Jonathan Taquet; Bernard Besserer; Abdelaali Hassaïne; Etienne Decencière (EURASIP J. Adv. Signal Process., 2008)

Restoration of variable density film soundtracks. - Abdelaali Hassaïne; Etienne Decencière; Bernard Besserer (EUSIPCO, 2009)

Linear openings in arbitrary orientation in O(1) per pixel. - Vincent Morard; Petr Dokládal; Etienne Decencière (ICASSP, 2011)

Geodesic Attributes Thinnings and Thickenings. - Vincent Morard; Etienne Decencière; Petr Dokládal (ISMM, 2011)

A general framework for detecting diabetic retinopathy lesions in eye fundus images. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Christian Roux; Guy Cazuguel; Etienne Decencière; Bruno Laÿ; Pascale Massin (CBMS, 2012)

One-Dimensional Openings, Granulometries and Component Trees in O(1) Per Pixel. - Vincent Morard; Petr Dokládal; Etienne Decencière (IEEE J. Sel. Top. Signal Process., 2012)

A multiple-instance learning framework for diabetic retinopathy screening. - Gwenolé Quellec; Mathieu Lamard; Michael D. Abràmoff; Etienne Decencière; Bruno Laÿ; Ali Erginay; Béatrice Cochener; Guy Cazuguel (Medical Image Anal., 2012)

Multimedia data mining for automatic diabetic retinopathy screening. - Gwenolé Quellec; Mathieu Lamard; Béatrice Cochener; Etienne Decencière; Bruno Laÿ; Agnès Chabouis; Christian Roux; Guy Cazuguel (EMBC, 2013)

Efficient Geodesic Attribute Thinnings Based on the Barycentric Diameter. - Vincent Morard; Etienne Decencière; Petr Dokládal (J. Math. Imaging Vis., 2013)

Waterpixels: Superpixels based on the watershed transformation. - Vaïa Machairas; Etienne Decencière; Thomas Walter 003 (ICIP, 2014)

Exudate detection in color retinal images for mass screening of diabetic retinopathy. - Xiwei Zhang; Guillaume Thibault; Etienne Decencière; Beatriz Marcotegui; Bruno Laÿ; Ronan Danno; Guy Cazuguel; Gwenolé Quellec; Mathieu Lamard; Pascale Massin; Agnès Chabouis; Zeynep Victor; et al. (Medical Image Anal., 2014)

Segmentation of elongated objects using attribute profiles and area stability: Application to melanocyte segmentation in engineered skin. - Andrés Serna; Beatriz Marcotegui; Etienne Decencière; Thérèse Baldeweck; Ana-Maria Pena; Sébastien Brizion (Pattern Recognit. Lett., 2014)

Parsimonious Path Openings and Closings. - Vincent Morard; Petr Dokládal; Etienne Decencière (IEEE Trans. Image Process., 2014)

Spatial Repulsion Between Markers Improves Watershed Performance. - Vaïa Machairas; Etienne Decencière; Thomas Walter 003 (ISMM, 2015)

Waterpixels. - Vaïa Machairas; Matthieu Faessel; David Cárdenas-Peña; Théodore Chabardès; Thomas Walter 003; Etienne Decencière (IEEE Trans. Image Process., 2015)

Deep learning for studies of galaxy morphology. - Diego Tuccillo; Marc Huertas-Company; Etienne Decencière; Santiago Velasco-Forero (Astroinformatics, 2016)

New general features based on superpixels for image segmentation learning. - Vaïa Machairas; Thérèse Baldeweck; Thomas Walter 003; Etienne Decencière (ISBI, 2016)

Function Decomposition in Main and Lesser Peaks. - Robin Alais; Petr Dokládal; Etienne Decencière; Bruno Figliuzzi (ISMM, 2017)

Dealing with Topological Information Within a Fully Convolutional Neural Network. - Etienne Decencière; Santiago Velasco-Forero; Fu Min; Juanjuan Chen; Hélène Burdin; Gervais Gauthier; Bruno Laÿ; Thomas Bornschloegl; Thérèse Baldeweck (ACIVS, 2018)

Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms. - Yutong Yan; Pierre-Henri Conze; Etienne Decencière; Mathieu Lamard; Gwenolé Quellec; Béatrice Cochener; Gouenou Coatrieux (EMBC, 2019)

A New Color Augmentation Method for Deep Learning Segmentation of Histological Images. - Yang Xiao; Etienne Decencière; Santiago Velasco-Forero; Hélène Burdin; Thomas Bornschlögl; Françoise Bernerd; Emilie Warrick; Thérèse Baldeweck (ISBI, 2019)

Segmenting Junction Regions Without Skeletonization Using Geodesic Operators and the Max-Tree. - Andrés Serna; Beatriz Marcotegui; Etienne Decencière (ISMM, 2019)

Watervoxels. - Pierre Cettour-Janet; Clément Cazorla; Vaïa Machairas; Quentin Delannoy; Nathalie Bednarek; François Rousseau 002; Etienne Decencière; Nicolas Passat (Image Process. Line, 2019)

Fast macula detection and application to retinal image quality assessment. - Robin Alais; Petr Dokládal; Ali Erginay; Bruno Figliuzzi; Etienne Decencière (Biomed. Signal Process. Control., 2020)

On Power Jaccard Losses for Semantic Segmentation. - David Duque-Arias; Santiago Velasco-Forero; Jean-Emmanuel Deschaud; François Goulette; Andrés Serna; Etienne Decencière; Beatriz Marcotegui (VISIGRAPP (5: VISAPP), 2021)

A modular U-Net for automated segmentation of X-ray tomography images in composite materials. - João P. C. Bertoldo; Etienne Decencière; David Ryckelynck; Henry Proudhon (CoRR, 2021)

[Reproducibility Report] Explainable Deep One-Class Classification. - João P. C. Bertoldo; Etienne Decencière (CoRR, 2022)

Giga-SSL: Self-Supervised Learning for Gigapixel Images. - Tristan Lazard; Marvin Lerousseau; Etienne Decencière; Thomas Walter 003 (CVPR Workshops, 2023)

A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers. - Matteo Bastico; David Ryckelynck; Laurent Corté; Yannick Tillier; Etienne Decencière (ICCV (Workshops), 2023)

Heuristic Hyperparameter Choice for Image Anomaly Detection. - Zeyu Jiang; João P. C. Bertoldo; Etienne Decencière (IPTA, 2023)

Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation. - João P. C. Bertoldo; Santiago Velasco-Forero; Jesús Angulo; Etienne Decencière (CoRR, 2023)

Neural Field Regularization by Denoising for 3D Sparse-View X-Ray Computed Tomography. - Romain Vo; Julie Escoda; Caroline Vienne; Etienne Decencière (3DV, 2024)

Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching. - Matteo Bastico; Etienne Decencière; Laurent Corté; Yannick Tillier; David Ryckelynck (CVPR, 2024)

Plug-and-Play Learned Proximal Trajectory for 3D Sparse-View X-Ray Computed Tomography. - Romain Vo; Julie Escoda; Caroline Vienne; Etienne Decencière (ECCV (35), 2024)

Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images. - Mateus Sangalli; Santiago Velasco-Forero; José-Marcio Martins da Cruz; Virginie Flouret; Charlène Gayrard; Thérèse Baldeweck; Etienne Decencière (ISBI, 2024)

Euclidean Distance to Convex Polyhedra and Application to Class Representation in Spectral Images. - Antoine Bottenmuller; Florent Magaud; Arnaud Demortière; Etienne Decencière; Petr Dokládal (ICPRAM, 2025)

Self-Supervised Metric Learning for Gaussian Anomaly Detection in Fundus Images. - Thomas Langrognet; Timothée Faucon; Etienne Decencière (ISBI, 2025)

MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models. - Guillaume Balezo; Roger Trullo; Albert Pla Planas; Etienne Decencière; Thomas Walter 003 (CoRR, 2025)