Etienne Decencière

José-Marcio Martins da Cruz

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Plug-and-Play Learned Proximal Trajectory for 3D Sparse-View X-Ray Computed Tomography.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Neural Field Regularization by Denoising for 3D Sparse-View X-Ray Computed Tomography.

[BibT_eX]

[DOI]

Proceedings of the International Conference on 3D Vision, 2024

2023

Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation.

[BibT_eX]

[DOI]

João P. C. Bertoldo

Jesús Angulo

CoRR, 2023

Heuristic Hyperparameter Choice for Image Anomaly Detection.

[BibT_eX]

[DOI]

Zeyu Jiang

João P. C. Bertoldo

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Giga-SSL: Self-Supervised Learning for Gigapixel Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

[Reproducibility Report] Explainable Deep One-Class Classification.

[BibT_eX]

[DOI]

João P. C. Bertoldo

CoRR, 2022

2021

A modular U-Net for automated segmentation of X-ray tomography images in composite materials.

[BibT_eX]

[DOI]

CoRR, 2021

On Power Jaccard Losses for Semantic Segmentation.

[BibT_eX]

[DOI]

David Duque-Arias

Jean-Emmanuel Deschaud

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

2020

Fast macula detection and application to retinal image quality assessment.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2020

2019

Watervoxels.

[BibT_eX]

[DOI]

Image Process. Line, 2019

Segmenting Junction Regions Without Skeletonization Using Geodesic Operators and the Max-Tree.

[BibT_eX]

[DOI]

Andrés Serna

Beatriz Marcotegui

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

A New Color Augmentation Method for Deep Learning Segmentation of Histological Images.

[BibT_eX]

[DOI]

Yang Xiao

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Dealing with Topological Information Within a Fully Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Function Decomposition in Main and Lesser Peaks.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

2016

New general features based on superpixels for image segmentation learning.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Deep learning for studies of galaxy morphology.

[BibT_eX]

[DOI]

Diego Tuccillo

Marc Huertas-Company

Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

2015

Waterpixels.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Spatial Repulsion Between Markers Improves Watershed Performance.

[BibT_eX]

[DOI]

Vaïa Machairas

Thomas Walter

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

2014

Parsimonious Path Openings and Closings.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Segmentation of elongated objects using attribute profiles and area stability: Application to melanocyte segmentation in engineered skin.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Exudate detection in color retinal images for mass screening of diabetic retinopathy.

[BibT_eX]

[DOI]

Medical Image Anal., 2014

Waterpixels: Superpixels based on the watershed transformation.

[BibT_eX]

[DOI]

Vaïa Machairas

Thomas Walter

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Efficient Geodesic Attribute Thinnings Based on the Barycentric Diameter.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2013

Multimedia data mining for automatic diabetic retinopathy screening.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

A multiple-instance learning framework for diabetic retinopathy screening.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

One-Dimensional Openings, Granulometries and Component Trees in O(1) Per Pixel.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2012

A general framework for detecting diabetic retinopathy lesions in eye fundus images.

[BibT_eX]

[DOI]

Proceedings of CBMS 2012, 2012

2011

Geodesic Attributes Thinnings and Thickenings.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

Linear openings in arbitrary orientation in O(1) per pixel.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2009

Restoration of variable density film soundtracks.

[BibT_eX]

[DOI]

Abdelaali Hassaïne

Bernard Besserer

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Detection and Correction of Under-/Overexposed Optical Soundtracks by Coupling Image and Audio Signal Processing.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

2007

ISMM05 special issue.

[BibT_eX]

[DOI]

Christian Ronse

Laurent Najman

Image Vis. Comput., 2007

Image filtering using morphological amoebas.

[BibT_eX]

[DOI]

Romain Lerallut

Image Vis. Comput., 2007

Computing approximate geodesics and minimal surfaces using watershed and graph cuts.

[BibT_eX]

Jean Stawiaski

François Bidault

Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Restoration of Variable Area Soundtracks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

2006

Application of Surface Topological Segmentation to Seismic Imaging.

[BibT_eX]

[DOI]

Timothée Faucon

Cédric Magneron

Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006

2005

Morphological Segmentation Applied to 3D Seismic Data.

[BibT_eX]

[DOI]

Timothée Faucon

Cédric Magneron

Proceedings of the Mathematical Morphology: 40 Years On, 2005

Downsampling of Binary Images Using Adaptive Crossing Numbers.

[BibT_eX]

[DOI]

Michel Bilodeau

Proceedings of the Mathematical Morphology: 40 Years On, 2005

Stochastic Shape Optimisation.

[BibT_eX]

[DOI]

Costin Alin Caciu

Dominique Jeulin

Proceedings of the Mathematical Morphology: 40 Years On, 2005

Noise reduction in 3D images using morphological amoebas.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

2001

Content-dependent image sampling using mathematical morphology: Application to texture mapping.

[BibT_eX]

[DOI]

Beatriz Marcotegui

Signal Process. Image Commun., 2001

2000

Content Dependent Image Sampling Using Mathematical Morphology: Application to Mipmapping.

[BibT_eX]

[DOI]

Beatriz Marcotegui

Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000

1999

Nonlinear Interpolators for Old Movie Restoration.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Old movie restoration using rational spatial interpolators.

[BibT_eX]

[DOI]

Lazhar Khriji

Moncef Gabbouj

Giovanni Ramponi

Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

1998

Applications of kriging to image sequence coding.

[BibT_eX]

[DOI]

Chantal de Fouquet

Signal Process. Image Commun., 1998

An Automatic System for Restoring Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

1996

Motion Picture Restoration Using Morphological Tools.

[BibT_eX]

[DOI]