Etienne Decencière

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 22

Top Topics

Top Venues

IEEE Trans. Image Process.

Publications

Romain Vo, Julie Escoda, Caroline Vienne, Etienne Decencière
Neural Field Regularization by Denoising for 3D Sparse-View X-Ray Computed Tomography. 3DV (2024)
Matteo Bastico, Etienne Decencière, Laurent Corté, Yannick Tillier, David Ryckelynck
Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching. CoRR (2024)
Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
Giga-SSL: Self-Supervised Learning for Gigapixel Images. CVPR Workshops (2023)
Matteo Bastico, David Ryckelynck, Laurent Corté, Yannick Tillier, Etienne Decencière
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers. ICCV (Workshops) (2023)
Zeyu Jiang, João P. C. Bertoldo, Etienne Decencière
Heuristic Hyperparameter Choice for Image Anomaly Detection. IPTA (2023)
Matteo Bastico, David Ryckelynck, Laurent Corté, Yannick Tillier, Etienne Decencière
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers. CoRR (2023)
João P. C. Bertoldo, Santiago Velasco-Forero, Jesús Angulo, Etienne Decencière
Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation. CoRR (2023)
Zeyu Jiang, João P. C. Bertoldo, Etienne Decencière
Heuristic Hyperparameter Choice for Image Anomaly Detection. CoRR (2023)
Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
Giga-SSL: Self-Supervised Learning for Gigapixel Images. CoRR (2022)
João P. C. Bertoldo, Etienne Decencière
[Reproducibility Report] Explainable Deep One-Class Classification. CoRR (2022)
David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, François Goulette, Andrés Serna, Etienne Decencière, Beatriz Marcotegui
On Power Jaccard Losses for Semantic Segmentation. VISIGRAPP (5: VISAPP) (2021)
João P. C. Bertoldo, Etienne Decencière, David Ryckelynck, Henry Proudhon
A modular U-Net for automated segmentation of X-ray tomography images in composite materials. CoRR (2021)
Robin Alais, Petr Dokládal, Ali Erginay, Bruno Figliuzzi, Etienne Decencière
Fast macula detection and application to retinal image quality assessment. Biomed. Signal Process. Control. 55 (2020)
Yutong Yan, Pierre-Henri Conze, Etienne Decencière, Mathieu Lamard, Gwénolé Quellec, Béatrice Cochener, Gouenou Coatrieux
Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms. EMBC (2019)
Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck
Dealing with Topological Information within a Fully Convolutional Neural Network. CoRR (2019)
Yang Xiao, Etienne Decencière, Santiago Velasco-Forero, Hélène Burdin, Thomas Bornschlögl, Françoise Bernerd, Emilie Warrick, Thérèse Baldeweck
A New Color Augmentation Method for Deep Learning Segmentation of Histological Images. ISBI (2019)
Pierre Cettour-Janet, Clément Cazorla, Vaïa Machairas, Quentin Delannoy, Nathalie Bednarek, François Rousseau, Etienne Decencière, Nicolas Passat
Watervoxels. Image Process. Line 9 (2019)
Andrés Serna, Beatriz Marcotegui, Etienne Decencière
Segmenting Junction Regions Without Skeletonization Using Geodesic Operators and the Max-Tree. ISMM (2019)
Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck
Dealing with Topological Information Within a Fully Convolutional Neural Network. ACIVS (2018)
Robin Alais, Petr Dokládal, Etienne Decencière, Bruno Figliuzzi
Function Decomposition in Main and Lesser Peaks. ISMM (2017)
Diego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero
Deep learning for studies of galaxy morphology. Astroinformatics (2016)
Vaïa Machairas, Thérèse Baldeweck, Thomas Walter, Etienne Decencière
New general features based on superpixels for image segmentation learning. ISBI (2016)
Vaïa Machairas, Etienne Decencière, Thomas Walter
Spatial Repulsion Between Markers Improves Watershed Performance. ISMM (2015)
Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña, Théodore Chabardès, Thomas Walter, Etienne Decencière
Waterpixels. IEEE Trans. Image Process. 24 (11) (2015)
Andrés Serna, Beatriz Marcotegui, Etienne Decencière, Thérèse Baldeweck, Ana-Maria Pena, Sébastien Brizion
Segmentation of elongated objects using attribute profiles and area stability: Application to melanocyte segmentation in engineered skin. Pattern Recognit. Lett. 47 (2014)
Xiwei Zhang, Guillaume Thibault, Etienne Decencière, Beatriz Marcotegui, Bruno Laÿ, Ronan Danno, Guy Cazuguel, Gwénolé Quellec, Mathieu Lamard, Pascale Massin, Agnès Chabouis, Zeynep Victor, Ali Erginay
Exudate detection in color retinal images for mass screening of diabetic retinopathy. Medical Image Anal. 18 (7) (2014)
Vincent Morard, Petr Dokládal, Etienne Decencière
Parsimonious Path Openings and Closings. IEEE Trans. Image Process. 23 (4) (2014)
Vaïa Machairas, Etienne Decencière, Thomas Walter
Waterpixels: Superpixels based on the watershed transformation. ICIP (2014)
Vincent Morard, Etienne Decencière, Petr Dokládal
Efficient Geodesic Attribute Thinnings Based on the Barycentric Diameter. J. Math. Imaging Vis. 46 (1) (2013)
Gwénolé Quellec, Mathieu Lamard, Béatrice Cochener, Etienne Decencière, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel
Multimedia data mining for automatic diabetic retinopathy screening. EMBC (2013)
Gwénolé Quellec, Mathieu Lamard, Michael D. Abràmoff, Etienne Decencière, Bruno Laÿ, Ali Erginay, Béatrice Cochener, Guy Cazuguel
A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Anal. 16 (6) (2012)
Gwénolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel, Etienne Decencière, Bruno Laÿ, Pascale Massin
A general framework for detecting diabetic retinopathy lesions in eye fundus images. CBMS (2012)
Vincent Morard, Petr Dokládal, Etienne Decencière
One-Dimensional Openings, Granulometries and Component Trees in O(1) Per Pixel. IEEE J. Sel. Top. Signal Process. 6 (7) (2012)
Vincent Morard, Etienne Decencière, Petr Dokládal
Geodesic Attributes Thinnings and Thickenings. ISMM (2011)
Vincent Morard, Petr Dokládal, Etienne Decencière
Linear openings in arbitrary orientation in O(1) per pixel. ICASSP (2011)
Abdelaali Hassaïne, Etienne Decencière, Bernard Besserer
Restoration of variable density film soundtracks. EUSIPCO (2009)
Jonathan Taquet, Bernard Besserer, Abdelaali Hassaïne, Etienne Decencière
Detection and Correction of Under-/Overexposed Optical Soundtracks by Coupling Image and Audio Signal Processing. EURASIP J. Adv. Signal Process. 2008 (2008)
Christian Ronse, Laurent Najman, Etienne Decencière
ISMM05 special issue. Image Vis. Comput. 25 (4) (2007)
Jean Stawiaski, Etienne Decencière, François Bidault
Computing approximate geodesics and minimal surfaces using watershed and graph cuts. ISMM (1) (2007)
Romain Lerallut, Etienne Decencière, Fernand Meyer
Image filtering using morphological amoebas. Image Vis. Comput. 25 (4) (2007)
Emmanuel Brun, Abdelaali Hassaïne, Bernard Besserer, Etienne Decencière
Restoration of Variable Area Soundtracks. ICIP (4) (2007)
Timothée Faucon, Etienne Decencière, Cédric Magneron
Application of Surface Topological Segmentation to Seismic Imaging. DGCI (2006)
Costin Alin Caciu, Etienne Decencière, Dominique Jeulin
Stochastic Shape Optimisation. ISMM (2005)
Timothée Faucon, Etienne Decencière, Cédric Magneron
Morphological Segmentation Applied to 3D Seismic Data. ISMM (2005)
Etienne Decencière, Michel Bilodeau
Downsampling of Binary Images Using Adaptive Crossing Numbers. ISMM (2005)
Romain Lerallut, Etienne Decencière, Fernand Meyer
Image Filtering Using Morphological Amoebas. ISMM (2005)
Romain Lerallut, Mathilde Goehm, Etienne Decencière, Fernand Meyer
Noise reduction in 3D images using morphological amoebas. ICIP (1) (2005)
Etienne Decencière, Beatriz Marcotegui, Fernand Meyer
Content-dependent image sampling using mathematical morphology: Application to texture mapping. Signal Process. Image Commun. 16 (6) (2001)
Etienne Decencière, Chantal de Fouquet, Fernand Meyer
Applications of kriging to image sequence coding. Signal Process. Image Commun. 13 (3) (1998)
Etienne Decencière
An Automatic System for Restoring Image Sequences. NMBIA (1998)