Cédric Wemmert

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 30

Top Topics

Weakly Supervised Learning

Histopathological Images

Top Venues

Artif. Intell. Medicine

Publications

Romain Perrin, Aurélie Leborgne, Nicolas Passat, Benoît Naegel, Cédric Wemmert
Multi-scale Component-Tree: A Hierarchical Representation for Sparse Objects. DGMM (2024)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. 277 (2023)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Comparison of deep learning architectures for colon cancer mutation detection. CBMS (2023)
Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine 133 (2022)
Xavier Jurado, Nicolas Reiminger, Marouane Benmoussa, José Vazquez, Cédric Wemmert
Deep learning methods evaluation to predict air quality based on Computational Fluid Dynamics. Expert Syst. Appl. 203 (2022)
Florian Allender, Rémi Allègre, Cédric Wemmert, Jean-Michel Dischler
Conditional image synthesis for improved segmentation of glomeruli in renal histopathological images. BHI (2022)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology. CoRR (2022)
Ilias Rmouque, Maxime Devanne, Jonathan Weber, Germain Forestier, Cédric Wemmert
Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders. VISIGRAPP (4: VISAPP) (2022)
Florian Allender, Rémi Allègre, Cédric Wemmert, Jean-Michel Dischler
Data augmentation based on spatial deformations for histopathology: An evaluation in the context of glomeruli segmentation. Comput. Methods Programs Biomed. 221 (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. Artif. Intell. Medicine 133 (2022)
Anja Pantovic, Xiaoxi Ren, Cédric Wemmert, Irène Ollivier, Caroline Essert
Generation of synthetic training data for SEEG electrodes segmentation. Int. J. Comput. Assist. Radiol. Surg. 17 (5) (2022)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. ISBI (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing 460 (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Self adversarial attack as an augmentation method for immunohistochemical stainings. CoRR (2021)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, C. Truntzer, V. Derangère, F. Ghiringhelli, Germain Forestier, Cédric Wemmert
Deep learning for colon cancer histopathological images analysis. Comput. Biol. Medicine 136 (2021)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. Comput. Methods Programs Biomed. 208 (2021)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Real-Time Detection of Glomeruli in Renal Pathology. CBMS (2020)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks. CoRR (2020)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images. CoRR (2020)
Arnaud Abreu, Camille Franchet, François-Xavier Frenois, Pierre Brousset, Jean-Philippe Girard, Patrice Denéfle, Benoît Naegel, Cédric Wemmert
Ensemble Of Neural Networks For High Endothelial Venules Detection In Meca-79 Immunohistochemistry Images. ISBI (2019)
Anne Grote, Nadine S. Schaadt, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. IEEE Trans. Medical Imaging 38 (5) (2019)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNS. ISBI (2019)
Nadine S. Schaadt, Anne Grote, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Role of Task Complexity and Training in Crowdsourced Image Annotation. COMPAY/OMIA@MICCAI (2018)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNs. CoRR (2018)
Arnaud Abreu, François-Xavier Frenois, S. Valitutti, Pierre Brousset, Patrice Denéfle, Benoît Naegel, Cédric Wemmert
Model-based graph segmentation in 2-D fluorescence microsecopy images. ICPR (2018)
Antoine Cornuéjols, Cédric Wemmert, Pierre Gançarski, Younès Bennani
Collaborative clustering: Why, when, what and how. Inf. Fusion 39 (2018)
Maja Temerinac-Ott, Germain Forestier, Jessica Schmitz, Meyke Hermsen, J. H. Braseni, Friedrich Feuerhake, Cédric Wemmert
Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities. ISPA (2017)
Arnaud Abreu, François-Xavier Frenois, S. Valitutti, Pierre Brousset, Patrice Denéfle, Benoît Naegel, Cédric Wemmert
Optimal cut in minimum spanning trees for 3-D cell nuclei segmentation. ISPA (2017)
Grégory Apou, Nadine S. Schaadt, Benoît Naegel, Germain Forestier, Ralf Schönmeyer, Friedrich Feuerhake, Cédric Wemmert, Anne Grote
Detection of lobular structures in normal breast tissue. Comput. Biol. Medicine 74 (2016)
Germain Forestier, Cédric Wemmert
Semi-supervised learning using multiple clusterings with limited labeled data. Inf. Sci. (2016)
Cecilia Zanni-Merk, Stella Marc-Zwecker, Cédric Wemmert, François de Bertrand de Beuvron
A Layered Architecture for a Fuzzy Semantic Approach for Satellite Image Analysis. Int. J. Knowl. Syst. Sci. 6 (2) (2015)
Grégory Apou, Friedrich Feuerhake, Germain Forestier, Benoît Naegel, Cédric Wemmert
Synthesizing whole slide images. ISPA (2015)
Aymen Sellaouti, Atef Hamouda, Aline Deruyver, Cédric Wemmert
Template-Based Hierarchical Building Extraction. IEEE Geosci. Remote. Sens. Lett. 11 (3) (2014)
Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Fast Segmentation for Texture-based Cartography of whole Slide Images. VISAPP (1) (2014)
Stella Marc-Zwecker, Khalid Asnoune, Cédric Wemmert
A Fuzzy-Rule Based Ontology for Urban Object Recognition. KEOD (2014)
Grégory Apou, Benoît Naegel, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Efficient Region-based Classification for Whole Slide Images. VISIGRAPP (Selected Papers) (2014)
Germain Forestier, Cédric Wemmert, Anne Puissant
Coastal image interpretation using background knowledge and semantics. Comput. Geosci. 54 (2013)
Cédric Wemmert, Juliane M. Kruger, Germain Forestier, Ludovic Sternberger, Friedrich Feuerhake, Pierre Gançarski
Stain unmixing in brightfield multiplexed immunohistochemistry. ICIP (2013)
Aymen Sellaouti, Atef Hamouda, Aline Deruyver, Cédric Wemmert
Approche orientée objet sémantique et coopérative pour la classification des images de zones urbaines à très haute résolution. EGC (2013)
Cecilia di Sciascio, Cecilia Zanni-Merk, Cédric Wemmert, Stella Marc-Zwecker, François de Bertrand de Beuvron
Towards a Semi-automatic Semantic Approach for Satellite Image Analysis. KES (2013)
Bruno Belarte, Cédric Wemmert, Germain Forestier, Manuel Grizonnet, Christiane Weber
Learning fuzzy rules to characterize objects of interest from remote sensing images. IGARSS (2013)
Aymen Sellaouti, Atef Hamouda, Aline Deruyver, Cédric Wemmert
Hierarchical Classification-Based Region Growing (HCBRG): A Collaborative Approach for Object Segmentation and Classification. ICIAR (1) (2012)
Aymen Sellaouti, Hmida Rojbani, Atef Hamouda, Cédric Wemmert, Aline Deruyver
Hierarchical classification-based radon road extraction (HCBRRE). ICARCV (2012)
Germain Forestier, Anne Puissant, Cédric Wemmert, Pierre Gançarski
Knowledge-based region labeling for remote sensing image interpretation. Comput. Environ. Urban Syst. 36 (5) (2012)
Germain Forestier, Cédric Wemmert, Pierre Gançarski
Comparaison de critères de pureté pour l'intégration de connaissances en clustering semi-supervisé. EGC (2010)
Germain Forestier, Cédric Wemmert, Pierre Gançarski
Towards conflict resolution in collaborative clustering. IEEE Conf. of Intelligent Systems (2010)
Germain Forestier, Cédric Wemmert, Pierre Gançarski
Background Knowledge Integration in Clustering Using Purity Indexes. KSEM (2010)
Germain Forestier, Pierre Gançarski, Cédric Wemmert
Collaborative clustering with background knowledge. Data Knowl. Eng. 69 (2) (2010)
Sébastien Derivaux, Germain Forestier, Cédric Wemmert, Sébastien Lefèvre
Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation. Pattern Recognit. Lett. 31 (15) (2010)
Cédric Wemmert, Anne Puissant, Germain Forestier, Pierre Gançarski
Multiresolution Remote Sensing Image Clustering. IEEE Geosci. Remote. Sens. Lett. 6 (3) (2009)
Germain Forestier, Cédric Wemmert, Pierre Gançarski, Jordi Inglada
Mining Multiple Satellite Sensor Data Using Collaborative Clustering. ICDM Workshops (2009)
Germain Forestier, Sébastien Derivaux, Cédric Wemmert, Pierre Gançarski
Interprétation d'images basée sur une approche évolutive guidée par une ontologie. EGC (2008)
Germain Forestier, Sébastien Derivaux, Cédric Wemmert, Pierre Gançarski
An Evolutionary Approach for Ontology Driven Image Interpretation. EvoWorkshops (2008)
Germain Forestier, Cédric Wemmert, Pierre Gançarski
On Combining Unsupervised Classification and Ontology Knowledge. IGARSS (4) (2008)
Germain Forestier, Cédric Wemmert, Pierre Gançarski
Multisource Images Analysis Using Collaborative Clustering. EURASIP J. Adv. Signal Process. 2008 (2008)
Germain Forestier, Cédric Wemmert, Pierre Gançarski
Semi-supervised Collaborative Clustering with Partial Background Knowledge. ICDM Workshops (2008)
Sébastien Derivaux, Nicolas Durand, Cédric Wemmert
On the complementarity of an ontology and a nearest neighbour classifier for remotely sensed image interpretation. IGARSS (2007)
Nicolas Durand, Sébastien Derivaux, Germain Forestier, Cédric Wemmert, Pierre Gançarski, Omar Boussaid, Anne Puissant
Ontology-Based Object Recognition for Remote Sensing Image Interpretation. ICTAI (1) (2007)
Pierre Gançarski, Cédric Wemmert
Collaborative multi-step mono-level multi-strategy classification. Multim. Tools Appl. 35 (1) (2007)
Pierre Gançarski, Cédric Wemmert
Collaborative multi-strategy classification: application to per-pixel analysis of images. MDM@KDD (2005)
Cédric Wemmert, Pierre Gançarski, Jerzy J. Korczak
A Collaborative Approach to Combine Multiple Learning Methods. Int. J. Artif. Intell. Tools 9 (1) (2000)
Cédric Wemmert, Pierre Gançarski, Jerzy J. Korczak
An Unsupervised Collaborative Learning Method to Refine Classification Hierarchies. ICTAI (1999)