Using active contours and mathematical morphology tools for quantification of immunohistochemical images. - Abderrahim Elmoataz; Sophie Schüpp; Régis Clouard; Paulette Herlin; Daniel Bloyet (Signal Process., 1998)

Borg: A Knowledge-Based System for Automatic Generation of Image Processing Programs. - Régis Clouard; Abderrahim Elmoataz; Christine Porquet; Marinette Revenu (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Image Segmentation via Multiple Active Contour Models and Fuzzy Clustering with Biomedical Applications. - Sophie Schüpp; Abderrahim Elmoataz; Mohamed-Jalal Fadili; Paulette Herlin; Daniel Bloyet (ICPR, 2000)

Fast Statistical Level Sets Image Segmentation for Biomedical Applications. - Sophie Schüpp; Abderrahim Elmoataz; Mohamed-Jalal Fadili; Daniel Bloyet (Scale-Space, 2001)

Fast and Simple Discrete Approach for Active Contours for Biomedical Applications. - Abderrahim Elmoataz; Sophie Schüpp; Daniel Bloyet (Int. J. Pattern Recognit. Artif. Intell., 2001)

Graph based smoothing and segmentation of color images. - Olivier Lezoray; Abderrahim Elmoataz (ISSPA (1), 2003)

A color object recognition scheme: application to cellular sorting. - Olivier Lezoray; Abderrahim Elmoataz; Hubert Cardot (Mach. Vis. Appl., 2003)

3d medical image segmentation approach based on multi-label front propagation. - Hua Li 003; Abderrahim Elmoataz; Jalal Fadili; Su Ruan; Barbara Romaniuk (ICIP, 2004)

A Multi-Label Front Propagation Approach for Object Segmentation. - Hua Li 003; Abderrahim Elmoataz; Mohamed-Jalal Fadili; Su Ruan (ICPR (1), 2004)

Dual Front Evolution Model and Its Application in Medical Imaging. - Hua Li 003; Abderrahim Elmoataz; Mohamed-Jalal Fadili; Su Ruan (MICCAI (1), 2004)

Non-convex onion-peeling using a shape hull algorithm. - Mohamed-Jalal Fadili; Mahmoud Melkemi; Abderrahim Elmoataz (Pattern Recognit. Lett., 2004)

Three-Dimensional Structure Detection from Anisotropic Alpha-Shapes. - Sébastien Bougleux; Mahmoud Melkemi; Abderrahim Elmoataz (ICIAR, 2005)

Image Smoothing and Segmentation by Graph Regularization. - Sébastien Bougleux; Abderrahim Elmoataz (ISVC, 2005)

Combination of Multiple Pixel Classifiers for Microscopic Image Segmentation. - Cyril Meurie; Olivier Lézoray; Christophe Charrier; Abderrahim Elmoataz (Int. J. Robotics Autom., 2005)

Multi-scale image segmentation in a hierarchy of partitions. - Olivier Lézoray; Cyril Meurie; P. Belhomme; Abderrahim Elmoataz (EUSIPCO, 2006)

Geometrical Algorithms to Detect Patterns from a Set of Points. - Sébastien Bougleux; Mahmoud Melkemi; Abderrahim Elmoataz (ISVD, 2006)

Parameterless Discrete Regularization on Graphs for Color Image Filtering. - Olivier Lezoray; Sébastien Bougleux; Abderrahim Elmoataz (ICIAR, 2007)

Local beta-Crusts for Simple Curves Reconstruction. - Sébastien Bougleux; Mahmoud Melkemi; Abderrahim Elmoataz (ISVD, 2007)

Discrete Regularization on Weighted Graphs for Image and Mesh Filtering. - Sébastien Bougleux; Abderrahim Elmoataz; Mahmoud Melkemi (SSVM, 2007)

Graph regularization for color image processing. - Olivier Lezoray; Abderrahim Elmoataz; Sébastien Bougleux (Comput. Vis. Image Underst., 2007)

Structure Detection from a 3D Set of Points with Anisotropic alpha-Shapes. - Sébastien Bougleux; Mahmoud Melkemi; Abderrahim Elmoataz (Int. J. Image Graph., 2007)

Learning graph neighborhood topological order for image and manifold morphological processing. - Olivier Lézoray; Abderrahim Elmoataz; Vinh-Thong Ta 002 (CIT, 2008)

Video Denoising and Simplification Via Discrete Regularization on Graphs. - Mahmoud Ghoniem; Youssef Chahir; Abderrahim Elmoataz (ACIVS, 2008)

Partial Difference Equations over Graphs: Morphological Processing of Arbitrary Discrete Data. - Vinh-Thong Ta 002; Abderrahim Elmoataz; Olivier Lezoray (ECCV (3), 2008)

Partial difference equations on graphs for Mathematical Morphology operators over images and manifolds. - Vinh-Thong Ta 002; Abderrahim Elmoataz; Olivier Lezoray (ICIP, 2008)

Video denoising via discrete regularization on graphs. - Mahmoud Ghoniem; Youssef Chahir; Abderrahim Elmoataz (ICPR, 2008)

Impulse noise removal by spectral clustering and regularization on graphs. - Olivier Lezoray; Vinh-Thong Ta 002; Abderrahim Elmoataz (ICPR, 2008)

Nonlocal graph regularization for image colorization. - Olivier Lezoray; Vinh-Thong Ta 002; Abderrahim Elmoataz (ICPR, 2008)

Nonlocal morphological levelings by partial difference equations over weighted graphs. - Vinh-Thong Ta 002; Abderrahim Elmoataz; Olivier Lezoray (ICPR, 2008)

Graph-Based Ordering Scheme for Color Image Filtering. - Olivier Lezoray; Cyril Meurie; Abderrahim Elmoataz (Int. J. Image Graph., 2008)

Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing. - Abderrahim Elmoataz; Olivier Lezoray; Sébastien Bougleux (IEEE Trans. Image Process., 2008)

Rank transformation and manifold learning for multivariate mathematical morphology. - Olivier Lezoray; Christophe Charrier; Abderrahim Elmoataz (EUSIPCO, 2009)

Geometric and texture inpainting based on discrete regularization on graphs. - Mahmoud Ghoniem; Youssef Chahir; Abderrahim Elmoataz (ICIP, 2009)

Adaptation of Eikonal Equation over Weighted Graph. - Vinh-Thong Ta 002; Abderrahim Elmoataz; Olivier Lezoray (SSVM, 2009)

Local and Nonlocal Discrete Regularization on Weighted Graphs for Image and Mesh Processing. - Sébastien Bougleux; Abderrahim Elmoataz; Mahmoud Melkemi (Int. J. Comput. Vis., 2009)

Graph-based tools for microscopic cellular image segmentation. - Vinh-Thong Ta 002; Olivier Lezoray; Abderrahim Elmoataz; Sophie Schüpp (Pattern Recognit., 2009)

Nonlocal Multiscale Hierarchical Decomposition on Graphs. - Moncef Hidane; Olivier Lezoray; Vinh-Thong Ta 002; Abderrahim Elmoataz (ECCV (4), 2010)

Kernel-Based Implicit Regularization of Structured Objects. - François-Xavier Dupé; Sébastien Bougleux; Luc Brun; Olivier Lezoray; Abderrahim Elmoataz (ICPR, 2010)

Graph-based multi-resolution segmentation of histological whole slide images. - Vincent Roullier; Vinh-Thong Ta 002; Olivier Lezoray; Abderrahim Elmoataz (ISBI, 2010)

Efficient Algorithms for Image and High Dimensional Data Processing Using Eikonal Equation on Graphs. - Xavier Desquesnes; Abderrahim Elmoataz; Olivier Lezoray; Vinh-Thong Ta 002 (ISVC (2), 2010)

Mitosis Extraction in Breast-Cancer Histopathological Whole Slide Images. - Vincent Roullier; Olivier Lezoray; Vinh-Thong Ta 002; Abderrahim Elmoataz (ISVC (1), 2010)

Morphological hierarchical segmentation and color spaces. - Cyril Meurie; Olivier Lézoray; Louahdi Khoudour; Abderrahim Elmoataz (Int. J. Imaging Syst. Technol., 2010)

Partial differences as tools for filtering data on graphs. - Olivier Lezoray; Vinh-Thong Ta 002; Abderrahim Elmoataz (Pattern Recognit. Lett., 2010)

Editorial. - Christophe Charrier; Olivier Lezoray; Abderrahim Elmoataz; Robert Bergevin; Fathallah Nouboud; Louis Wehenkel (Signal Process., 2010)

Nonlocal video denoising, simplification and inpainting using discrete regularization on graphs. - Mahmoud Ghoniem; Youssef Chahir; Abderrahim Elmoataz (Signal Process., 2010)

Hierarchical Representation of Discrete Data on Graphs. - Moncef Hidane; Olivier Lezoray; Abderrahim Elmoataz (CAIP (1), 2011)

PDEs level sets on weighted graphs. - Xavier Desquesnes; Abderrahim Elmoataz; Olivier Lezoray (ICIP, 2011)

Discrete infinity harmonic functions: Towards a unified interpolation framework on graphs. - Mahmoud Ghoniem; Abderrahim Elmoataz; Olivier Lezoray (ICIP, 2011)

A scale-space based hierarchical representation of discrete data. - Moncef Hidane; Olivier Lezoray; Abderrahim Elmoataz (ICIP, 2011)

Multi-resolution graph-based analysis of histopathological whole slide images: Application to mitotic cell extraction and visualization. - Vincent Roullier; Olivier Lezoray; Vinh-Thong Ta 002; Abderrahim Elmoataz (Comput. Medical Imaging Graph., 2011)

Nonlocal PDEs-Based Morphology on Weighted Graphs for Image and Data Processing. - Vinh-Thong Ta 002; Abderrahim Elmoataz; Olivier Lezoray (IEEE Trans. Image Process., 2011)

Multiscale Convolutional Neural Networks for Vision-Based Classification of Cells. - Pierre Buyssens; Abderrahim Elmoataz; Olivier Lézoray (ACCV (2), 2012)

Fast 3D Surface Reconstruction from Point Clouds Using Graph-Based Fronts Propagation. - Abdallah El Chakik; Xavier Desquesnes; Abderrahim Elmoataz (ACCV (4), 2012)

Nonlocal PdES on graphs for active contours models with applications to image segmentation and data clustering. - Olivier Lézoray; Abderrahim Elmoataz; Vinh-Thong Ta 002 (ICASSP, 2012)

Analysis of Whole Slide Images of Equine Tendinopathy. - Matthieu Toutain; Olivier Lézoray; Fabrice Audigié; Valeria Busoni; Giacomo Rossi; Francesco Parillo; Abderrahim Elmoataz (ICIAR (2), 2012)

Nonlocal and multivariate mathematical morphology. - Olivier Lezoray; Abderrahim Elmoataz (ICIP, 2012)

Nonlocal processing of 3D colored point clouds. - Francois Lozes; Abderrahim Elmoataz; Olivier Lezoray (ICPR, 2012)

PdEs-based morphology on graphs for cytological slides segmentation and clustering. - Xavier Desquesnes; Abderrahim Elmoataz; Olivier Lezoray (ISBI, 2012)

Non-Local Morphological PDEs and p-Laplacian Equation on Graphs With Applications in Image Processing and Machine Learning. - Abderrahim Elmoataz; Xavier Desquesnes; Olivier Lezoray (IEEE J. Sel. Top. Signal Process., 2012)

PDES Level Set on Weighted Graphs and Applications for Images, Manifold and Point Clouds Processing. - Abdallah El Chakik; Xavier Desquesnes; Abderrahim Elmoataz (ALCOSP, 2013)

A Unified Geometric Model for Virtual Slide Images Processing. - Matthieu Toutain; Xavier Desquesnes; Abderrahim Elmoataz; Olivier Lézoray (ALCOSP, 2013)

Lifting scheme on graphs with application to image representation. - Moncef Hidane; Olivier Lézoray; Abderrahim Elmoataz (GlobalSIP, 2013)

Nonlocal segmentation of point clouds with graphs. - Francois Lozes; Moncef Hidane; Abderrahim Elmoataz; Olivier Lézoray (GlobalSIP, 2013)

On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing. - Abdallah El Chakik; Abderrahim Elmoataz; Ahcene Sadi (ICCV, 2013)

Morphological PDEs on graphs for filtering and inpainting of point clouds. - Francois Lozes; Abderrahim Elmoataz; Olivier Lezoray (ISPA, 2013)

Eikonal Equation Adaptation on Weighted Graphs: Fast Geometric Diffusion Process for Local and Non-local Image and Data Processing. - Xavier Desquesnes; Abderrahim Elmoataz; Olivier Lézoray (J. Math. Imaging Vis., 2013)

Nonlinear Multilayered Representation of Graph-Signals. - Moncef Hidane; Olivier Lézoray; Abderrahim Elmoataz (J. Math. Imaging Vis., 2013)

Eikonal-based vertices growing and iterative seeding for efficient graph-based segmentation. - Pierre Buyssens; Matthieu Toutain; Abderrahim Elmoataz; Olivier Lézoray (ICIP, 2014)

Graph signal decomposition for multi-scale detail manipulation. - Moncef Hidane; Olivier Lézoray; Abderrahim Elmoataz (ICIP, 2014)

Nonlocal PDEs Morphology on Graph: A Generalized Shock Operators on Graph. - Ahcene Sadi; Abdallah El Chakik; Abderrahim Elmoataz (ICISP, 2014)

Geometric PDEs on Weighted Graphs for Semi-supervised Classification. - Matthieu Toutain; Abderrahim Elmoataz; Olivier Lézoray (ICMLA, 2014)

Eikonal-based region growing for efficient clustering. - Pierre Buyssens; Isabelle Gardin; Su Ruan; Abderrahim Elmoataz (Image Vis. Comput., 2014)

Nonlocal infinity Laplacian equation on graphs with applications in image processing and machine learning. - Abderrahim Elmoataz; Xavier Desquesnes; Zakaria Lakhdari; Olivier Lézoray (Math. Comput. Simul., 2014)

Infinity Laplacian on graphs with gradient terms for image and data clustering. - Sadia Alkama; Xavier Desquesnes; Abderrahim Elmoataz (Pattern Recognit. Lett., 2014)

Mean curvature flow on graphs for image and manifold restoration and enhancement. - Abdallah El Chakik; Abderrahim Elmoataz; Xavier Desquesnes (Signal Process., 2014)

Partial Difference Operators on Weighted Graphs for Image Processing on Surfaces and Point Clouds. - Francois Lozes; Abderrahim Elmoataz; Olivier Lezoray (IEEE Trans. Image Process., 2014)

Solving Minimal Surface Problems on Surfaces and Point Clouds. - Daniel Tenbrinck; François Lozes; Abderrahim Elmoataz (SSVM, 2015)

On the p-Laplacian and ∞-Laplacian on Graphs with Applications in Image and Data Processing. - Abderrahim Elmoataz; Matthieu Toutain; Daniel Tenbrinck (SIAM J. Imaging Sci., 2015)

PDE-Based Graph Signal Processing for 3-D Color Point Clouds : Opportunities for cultural herihe arts and found promising. - Francois Lozes; Abderrahim Elmoataz; Olivier Lezoray (IEEE Signal Process. Mag., 2015)

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

Non-local Discrete ∞-Poisson and Hamilton Jacobi Equations - From Stochastic Game to Generalized Distances on Images, Meshes, and Point Clouds. - Matthieu Toutain; Abderrahim Elmoataz; François Lozes; Alamin Mansouri (J. Math. Imaging Vis., 2016)

A Unified Geometric Model for Virtual Slide Image Processing and Classification. - Matthieu Toutain; Abderrahim Elmoataz; Xavier Desquesnes; Jean-Hugues Pruvot (IEEE J. Sel. Top. Signal Process., 2016)

Editorial of the special issue on Advances in Low-Level Image representations for processing and analysis. - Abderrahim Elmoataz; Fathallah Nouboud; Olivier Lézoray; Driss Mammass (Signal Image Video Process., 2016)

Nonlocal PDE morphology: a generalized shock operator on graph. - Ahcene Sadi; Abderrahim Elmoataz; Matthieu Toutain (Signal Image Video Process., 2016)

Nonlocal Difference Operators on Graphs for Interpolation on Point Clouds. - François Lozes; Abderrahim Elmoataz (ISMM, 2017)

Nonlocal PDEs on Graphs: From Tug-of-War Games to Unified Interpolation on Images and Point Clouds. - Abderrahim Elmoataz; François Lozes; Matthieu Toutain (J. Math. Imaging Vis., 2017)

Nonmonotonic Front Propagation on Weighted Graphs With Applications in Image Processing and High-Dimensional Data Classification. - Xavier Desquesnes; Abderrahim Elmoataz (IEEE J. Sel. Top. Signal Process., 2017)

Symmetric Upwind Scheme for Discrete Weighted Total Variation. - Sonia Tabti; Julien Rabin; Abderrahim Elmoataz (ICASSP, 2018)

PDEs on Graphs for Image Reconstruction on Positron Emission Tomography. - Abdelwahhab Boudjelal; Abderrahim Elmoataz; François Lozes; Zoubeida Messali (ICISP, 2018)

The Nonlocal p-Laplacian Evolution Problem on Graphs: The Continuum Limit. - Yosra Hafiene; Jalal Fadili; Abderrahim Elmoataz (ICISP, 2018)

3D lymphoma detection in PET-CT images with supervoxel and CRFs. - Jierui Zha; Pierre Decazes; Jérôme Lapuyade; Abderrahim Elmoataz; Su Ruan (IPTA, 2018)

Nonlocal p-Laplacian Evolution Problems on Graphs. - Yosra Hafiene; Jalal Fadili; Abderrahim Elmoataz (SIAM J. Numer. Anal., 2018)

Morphological PDEs on graphs for saliency detection. - Imane Bouraoui; François Lozes; Abderrahim Elmoataz (IET Image Process., 2019)

Continuum Limits of Nonlocal p-Laplacian Variational Problems on Graphs. - Yosra Hafiene; Jalal Fadili; Abderrahim Elmoataz (SIAM J. Imaging Sci., 2019)

Discrete p-bilaplacian Operators on Graphs. - Imad El Bouchairi; Abderrahim El Moataz; Jalal Fadili (ICISP, 2020)

A New Method of Image Reconstruction for PET Using a Combined Regularization Algorithm. - Abdelwahhab Boudjelal; Abderrahim El Moataz; Zoubeida Messali (ICISP, 2020)

Towards the Tactile Discovery of Cultural Heritage with Multi-approach Segmentation. - Ali Souradi; Christèle Lecomte; Katerine Romeo; Simon L. Gay; Marc-Aurèle Rivière; Abderrahim El Moataz; Edwige E. Pissaloux (ICISP, 2020)

Continuum limit of p-Laplacian evolution problems on graphs: Lq graphons and sparse graphs. - Imad El Bouchairi; Jalal Fadili; Abderrahim Elmoataz (CoRR, 2020)

Variational Models for Signal Processing with Graph Neural Networks. - Amitoz Azad; Julien Rabin; Abderrahim Elmoataz (SSVM, 2021)

Low-Rank Registration of Images Captured Under Unknown, Varying Lighting. - Matthieu Pizenberg; Yvain Quéau; Abderrahim Elmoataz (SSVM, 2021)

3D surface Approximation of the Entire Bayeux Tapestry for Improved Pedagogical Access. - Marjorie Redon; Matthieu Pizenberg; Yvain Quéau; Abderrahim Elmoataz (ICCV (Workshops), 2023)

Guest Editorial JMIV Special Issue SSVM'21. - Jalal Fadili; Abderrahim El Moataz; Loïc Simon; Julien Rabin; Yvain Quéau (J. Math. Imaging Vis., 2023)

Nonlocal Perimeters and Curvature Flows on Graphs with Applications in Image Processing and High-Dimensional Data Classification. - Imad El Bouchairi; Abderrahim Elmoataz; Jalal Fadili (SIAM J. Imaging Sci., 2023)

Graph based semi-supervised learning using spatial segregation theory. - Farid Bozorgnia; Morteza Fotouhi; Avetik Arakelyan; Abderrahim Elmoataz (J. Comput. Sci., 2023)

Two-Stage Hybrid Convolutional-Transformer Models for Breast Cancer Histopathology. - Abdelwahhab Boudjelal; Yassine Belkheiri; Abderrahim Elmoataz; Abdelhak Goudjil; Bilal Attallah (EMBC, 2024)

A Comparison of Audio-Tactile Exploration Methods to Discover the Tapestry of the Apocalypse. - Marjorie Redon; Lilia Djoussouf; Katerine Romeo; Yvain Quéau; Abderrahim El Moataz (ICCHP (1), 2024)

Graph-Based Semi-Supervised Segregated Lipschitz Learning. - Farid Bozorgnia; Yassine Belkheiri; Abderrahim Elmoataz (CoRR, 2024)

An Evolution Equation Involving the Generalized Biased Infinity Laplacian on Graphs. - Yassine Belkheiri; Sophie Schüpp; Abderrahim Elmoataz (GbRPR, 2025)