Etienne Decencière

62 papers A* 1B 3C 10Misc 1Journal 28Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LmPT: Conditional Point Transformer for Anatomical Landmark Detection on 3D Point Clouds. CoRR Matteo Bastico, Pierre Onghena, David Ryckelynck, Beatriz Marcotegui, Santiago Velasco-Forero, Laurent Corté, Caroline Robine-Decourcelle, Etienne Decencière
2026	J	`jnl`	MIPHEI-ViT: Multiplex immunofluorescence prediction from H&E images using ViT foundation models. Comput. Biol. Medicine Guillaume Balezo, Roger Trullo, Albert Pla Planas, Etienne Decencière, Thomas Walter
2026	J	`jnl`	Polyhedral Unmixing: Bridging Semantic Segmentation with Hyperspectral Unmixing via Polyhedral-Cone Partitioning. CoRR Antoine Bottenmuller, Etienne Decencière, Petr Dokládal
2025	C	`conf`	Euclidean Distance to Convex Polyhedra and Application to Class Representation in Spectral Images. ICPRAM Antoine Bottenmuller, Florent Magaud, Arnaud Demortière, Etienne Decencière, Petr Dokládal
2025	J	`jnl`	Euclidean Distance to Convex Polyhedra and Application to Class Representation in Spectral Images. CoRR Antoine Bottenmuller, Florent Magaud, Arnaud Demortière, Etienne Decencière, Petr Dokládal
2025	J	`jnl`	MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models. CoRR Guillaume Balezo, Roger Trullo, Albert Pla Planas, Etienne Decencière, Thomas Walter
2025	J	`jnl`	Rethinking Metrics and Diffusion Architecture for 3D Point Cloud Generation. CoRR Matteo Bastico, David Ryckelynck, Laurent Corté, Yannick Tillier, Etienne Decencière
2025	—	`conf`	Self-Supervised Metric Learning for Gaussian Anomaly Detection in Fundus Images. ISBI Thomas Langrognet, Timothée Faucon, Etienne Decencière
2024	A*	`conf`	Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching. CVPR Matteo Bastico, Etienne Decencière, Laurent Corté, Yannick Tillier, David Ryckelynck
2024	J	`jnl`	Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching. CoRR Matteo Bastico, Etienne Decencière, Laurent Corté, Yannick Tillier, David Ryckelynck
2024	—	`conf`	Neural Field Regularization by Denoising for 3D Sparse-View X-Ray Computed Tomography. 3DV Romain Vo, Julie Escoda, Caroline Vienne, Etienne Decencière
2024	—	`conf`	Plug-and-Play Learned Proximal Trajectory for 3D Sparse-View X-Ray Computed Tomography. ECCV (35) Romain Vo, Julie Escoda, Caroline Vienne, Etienne Decencière
2024	—	`conf`	Spatial Reasoning Loss for Weakly Supervised Segmentation of Skin Histological Images. ISBI Mateus Sangalli, Santiago Velasco-Forero, José-Marcio Martins da Cruz, Virginie Flouret, Charlène Gayrard, Thérèse Baldeweck, Etienne Decencière
2023	—	`conf`	A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers. ICCV (Workshops) Matteo Bastico, David Ryckelynck, Laurent Corté, Yannick Tillier, Etienne Decencière
2023	J	`jnl`	A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers. CoRR Matteo Bastico, David Ryckelynck, Laurent Corté, Yannick Tillier, Etienne Decencière
2023	J	`jnl`	Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation. CoRR João P. C. Bertoldo, Santiago Velasco-Forero, Jesús Angulo, Etienne Decencière
2023	—	`conf`	Giga-SSL: Self-Supervised Learning for Gigapixel Images. CVPR Workshops Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
2023	—	`conf`	Heuristic Hyperparameter Choice for Image Anomaly Detection. IPTA Zeyu Jiang, João P. C. Bertoldo, Etienne Decencière
2023	J	`jnl`	Heuristic Hyperparameter Choice for Image Anomaly Detection. CoRR Zeyu Jiang, João P. C. Bertoldo, Etienne Decencière
2022	J	`jnl`	Giga-SSL: Self-Supervised Learning for Gigapixel Images. CoRR Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
2022	J	`jnl`	[Reproducibility Report] Explainable Deep One-Class Classification. CoRR João P. C. Bertoldo, Etienne Decencière
2021	J	`jnl`	A modular U-Net for automated segmentation of X-ray tomography images in composite materials. CoRR João P. C. Bertoldo, Etienne Decencière, David Ryckelynck, Henry Proudhon
2021	—	`conf`	On Power Jaccard Losses for Semantic Segmentation. VISIGRAPP (5: VISAPP) David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, François Goulette, Andrés Serna, Etienne Decencière, Beatriz Marcotegui
2020	J	`jnl`	Fast macula detection and application to retinal image quality assessment. Biomed. Signal Process. Control. Robin Alais, Petr Dokládal, Ali Erginay, Bruno Figliuzzi, Etienne Decencière
2019	—	`conf`	A New Color Augmentation Method for Deep Learning Segmentation of Histological Images. ISBI Yang Xiao, Etienne Decencière, Santiago Velasco-Forero, Hélène Burdin, Thomas Bornschlögl, Françoise Bernerd, Emilie Warrick, Thérèse Baldeweck
2019	—	`conf`	Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms. EMBC Yutong Yan, Pierre-Henri Conze, Etienne Decencière, Mathieu Lamard, Gwenolé Quellec, Béatrice Cochener, Gouenou Coatrieux
2019	J	`jnl`	Dealing with Topological Information within a Fully Convolutional Neural Network. CoRR Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck
2019	C	`conf`	Segmenting Junction Regions Without Skeletonization Using Geodesic Operators and the Max-Tree. ISMM Andrés Serna, Beatriz Marcotegui, Etienne Decencière
2019	J	`jnl`	Watervoxels. Image Process. Line Pierre Cettour-Janet, Clément Cazorla, Vaïa Machairas, Quentin Delannoy, Nathalie Bednarek, François Rousseau, Etienne Decencière, Nicolas Passat
2018	B	`conf`	Dealing with Topological Information Within a Fully Convolutional Neural Network. ACIVS Etienne Decencière, Santiago Velasco-Forero, Fu Min, Juanjuan Chen, Hélène Burdin, Gervais Gauthier, Bruno Laÿ, Thomas Bornschloegl, Thérèse Baldeweck
2017	C	`conf`	Function Decomposition in Main and Lesser Peaks. ISMM Robin Alais, Petr Dokládal, Etienne Decencière, Bruno Figliuzzi
2016	—	`conf`	Deep learning for studies of galaxy morphology. Astroinformatics Diego Tuccillo, Marc Huertas-Company, Etienne Decencière, Santiago Velasco-Forero
2016	—	`conf`	New general features based on superpixels for image segmentation learning. ISBI Vaïa Machairas, Thérèse Baldeweck, Thomas Walter, Etienne Decencière
2015	C	`conf`	Spatial Repulsion Between Markers Improves Watershed Performance. ISMM Vaïa Machairas, Etienne Decencière, Thomas Walter
2015	J	`jnl`	Waterpixels. IEEE Trans. Image Process. Vaïa Machairas, Matthieu Faessel, David Cárdenas-Peña, Théodore Chabardès, Thomas Walter, Etienne Decencière
2014	J	`jnl`	Exudate detection in color retinal images for mass screening of diabetic retinopathy. Medical Image Anal. Xiwei Zhang, Guillaume Thibault, Etienne Decencière, Beatriz Marcotegui, Bruno Laÿ, Ronan Danno, Guy Cazuguel, Gwenolé Quellec, Mathieu Lamard, Pascale Massin, Agnès Chabouis, Zeynep Victor, Ali Erginay
2014	J	`jnl`	Parsimonious Path Openings and Closings. IEEE Trans. Image Process. Vincent Morard, Petr Dokládal, Etienne Decencière
2014	J	`jnl`	Segmentation of elongated objects using attribute profiles and area stability: Application to melanocyte segmentation in engineered skin. Pattern Recognit. Lett. Andrés Serna, Beatriz Marcotegui, Etienne Decencière, Thérèse Baldeweck, Ana-Maria Pena, Sébastien Brizion
2014	B	`conf`	Waterpixels: Superpixels based on the watershed transformation. ICIP Vaïa Machairas, Etienne Decencière, Thomas Walter
2013	J	`jnl`	Efficient Geodesic Attribute Thinnings Based on the Barycentric Diameter. J. Math. Imaging Vis. Vincent Morard, Etienne Decencière, Petr Dokládal
2013	—	`conf`	Multimedia data mining for automatic diabetic retinopathy screening. EMBC Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Etienne Decencière, Bruno Laÿ, Agnès Chabouis, Christian Roux, Guy Cazuguel
2012	B	`conf`	A general framework for detecting diabetic retinopathy lesions in eye fundus images. CBMS Gwenolé Quellec, Mathieu Lamard, Béatrice Cochener, Christian Roux, Guy Cazuguel, Etienne Decencière, Bruno Laÿ, Pascale Massin
2012	J	`jnl`	A multiple-instance learning framework for diabetic retinopathy screening. Medical Image Anal. Gwenolé Quellec, Mathieu Lamard, Michael D. Abràmoff, Etienne Decencière, Bruno Laÿ, Ali Erginay, Béatrice Cochener, Guy Cazuguel
2012	J	`jnl`	One-Dimensional Openings, Granulometries and Component Trees in O(1) Per Pixel. IEEE J. Sel. Top. Signal Process. Vincent Morard, Petr Dokládal, Etienne Decencière
2011	C	`conf`	Geodesic Attributes Thinnings and Thickenings. ISMM Vincent Morard, Etienne Decencière, Petr Dokládal
2011	Misc	`conf`	Linear openings in arbitrary orientation in O(1) per pixel. ICASSP Vincent Morard, Petr Dokládal, Etienne Decencière
2009	—	`conf`	Restoration of variable density film soundtracks. EUSIPCO Abdelaali Hassaïne, Etienne Decencière, Bernard Besserer
2008	J	`jnl`	Detection and Correction of Under-/Overexposed Optical Soundtracks by Coupling Image and Audio Signal Processing. EURASIP J. Adv. Signal Process. Jonathan Taquet, Bernard Besserer, Abdelaali Hassaïne, Etienne Decencière
2007	—	`conf`	Computing approximate geodesics and minimal surfaces using watershed and graph cuts. ISMM (1) Jean Stawiaski, Etienne Decencière, François Bidault
2007	J	`jnl`	ISMM05 special issue. Image Vis. Comput. Christian Ronse, Laurent Najman, Etienne Decencière
2007	J	`jnl`	Image filtering using morphological amoebas. Image Vis. Comput. Romain Lerallut, Etienne Decencière, Fernand Meyer
2007	—	`conf`	Restoration of Variable Area Soundtracks. ICIP (4) Emmanuel Brun, Abdelaali Hassaïne, Bernard Besserer, Etienne Decencière
2006	—	`conf`	Application of Surface Topological Segmentation to Seismic Imaging. DGCI Timothée Faucon, Etienne Decencière, Cédric Magneron
2005	C	`conf`	Downsampling of Binary Images Using Adaptive Crossing Numbers. ISMM Etienne Decencière, Michel Bilodeau
2005	C	`conf`	Image Filtering Using Morphological Amoebas. ISMM Romain Lerallut, Etienne Decencière, Fernand Meyer
2005	C	`ed.`	Mathematical Morphology: 40 Years On, Proceedings of the 7th International Symposium on Mathematical Morphology, ISMM 2005, Paris, France, April 18-20, 2005 ISMM Christian Ronse, Laurent Najman, Etienne Decencière
2005	C	`conf`	Morphological Segmentation Applied to 3D Seismic Data. ISMM Timothée Faucon, Etienne Decencière, Cédric Magneron
2005	—	`conf`	Noise reduction in 3D images using morphological amoebas. ICIP (1) Romain Lerallut, Mathilde Goehm, Etienne Decencière, Fernand Meyer
2005	C	`conf`	Stochastic Shape Optimisation. ISMM Costin Alin Caciu, Etienne Decencière, Dominique Jeulin
2001	J	`jnl`	Content-dependent image sampling using mathematical morphology: Application to texture mapping. Signal Process. Image Commun. Etienne Decencière, Beatriz Marcotegui, Fernand Meyer
1998	—	`conf`	An Automatic System for Restoring Image Sequences. NMBIA Etienne Decencière
1998	J	`jnl`	Applications of kriging to image sequence coding. Signal Process. Image Commun. Etienne Decencière, Chantal de Fouquet, Fernand Meyer