Raphaël Marée

According to our database, Raphaël Marée authored at least 25 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Shareish (Share & Cherish): an open-source, map-based, web platform to foster mutual aid.

Adrien Guilliams, Ulysse Rubens, Florent Banneux, Pierre Chapeau, Raphaël Marée

Proceedings of the 11th International Conference on Communities and Technologies (C&T), Lahti, Finland, 29 May 2023, 2023

2022

Relieving Pixel-Wise Labeling Effort for Pathology Image Segmentation with Self-training.

Romain Mormont, Mehdi Testouri, Raphaël Marée, Pierre Geurts

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages.

Navdeep Kumar, Claudia Di Biagio, Zachary Dellacqua, Ratish Raman, Arianna Martini, Clara Boglione, Marc Muller, Pierre Geurts, Raphaël Marée

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology.

Romain Mormont, Pierre Geurts, Raphaël Marée

IEEE J. Biomed. Health Informatics, 2021

Bioimage analysis workflows: community resources to navigate through a complex ecosystem.

Perrine Paul-Gilloteaux, Sébastien Tosi, Jean-Karim Hériché, Alban Gaignard, Hervé Ménager, Raphaël Marée, Volker Bäcker, Anna H. Klemm, Matús Kalas, Chong Zhang, Kota Miura, Julien Colombelli

F1000Research, 2021

Deep Learning Approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images.

Navdeep Kumar, Alessio Carletti, Paulo J. Gavaia, Marc Muller, M. Leonor Cancela, Pierre Geurts, Raphaël Marée

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.

Ulysse Rubens, Romain Mormont, Lassi Paavolainen, Volker Bäcker, Benjamin Pavie, Leandro A. Scholz, Gino Michiels, Martin Maska, Devrim Ünay, Graeme Ball, Renaud Hoyoux, Rémy Vandaele, Ofra Golani, Stefan G. Stanciu, Natasa Sladoje, Perrine Paul-Gilloteaux, Raphaël Marée, Sébastien Tosi

Patterns, 2020

2018

Comparison of Deep Transfer Learning Strategies for Digital Pathology.

Romain Mormont, Pierre Geurts, Raphaël Marée

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Automated Multimodal Volume Registration based on Supervised 3D Anatomical Landmark Detection.

Remy Vandaele, François Lallemand, Philippe Martinive, Akos Gulyban, Sébastien Jodogne, Philippe Coucke, Pierre Geurts, Raphaël Marée

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

2016

Towards generic image classification using tree-based learning: An extensive empirical study.

Raphaël Marée, Pierre Geurts, Louis Wehenkel

Pattern Recognit. Lett., 2016

Collaborative analysis of multi-gigapixel imaging data using Cytomine.

Raphaël Marée, Loic Rollus, Benjamin Stevens, Renaud Hoyoux, Gilles Louppe, Remy Vandaele, Jean-Michel Begon, Philipp Kainz, Pierre Geurts, Louis Wehenkel

Bioinform., 2016

An approach for detection of glomeruli in multisite digital pathology.

Raphaël Marée, Stephane Dallongeville, Jean-Christophe Olivo-Marin, Vannary Meas-Yedid

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

2015

Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge.

Ching-Wei Wang, Cheng-Ta Huang, Meng-Che Hsieh, Chung-Hsing Li, Sheng-Wei Chang, Wei-Cheng Li, Remy Vandaele, Raphaël Marée, Sébastien Jodogne, Pierre Geurts, Cheng Chen, Guoyan Zheng, Chengwen Chu, Hengameh Mirzaalian, Ghassan Hamarneh, Tomaz Vrtovec, Bulat Ibragimov

IEEE Trans. Medical Imaging, 2015

2014

A hybrid human-computer approach for large-scale image-based measurements using web services and machine learning.

Raphaël Marée, Loic Rollus, Benjamin Stevens, Gilles Louppe, Olivier Caubo, Natacha Rocks, Sandrine Bekaert, Didier Cataldo, Louis Wehenkel

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2011

Automatic Localization of Interest Points in Zebrafish Images with Tree-Based Methods.

Olivier Stern, Raphaël Marée, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel, Pierre Geurts

Proceedings of the Pattern Recognition in Bioinformatics, 2011

2010

Incremental indexing and distributed image search using shared randomized vocabularies.

Raphaël Marée, Philippe Denis, Louis Wehenkel, Pierre Geurts

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Biomedical Imaging Modality Classification Using Bags of Visual and Textual Terms with Extremely Randomized Trees: Report of ImageCLEF 2010 Experiments.

Raphaël Marée, Olivier Stern, Pierre Geurts

Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009

Content-based Image Retrieval by Indexing Random Subwindows with Randomized Trees.

Raphaël Marée, Pierre Geurts, Louis Wehenkel

IPSJ Trans. Comput. Vis. Appl., 2009

Fast Multi-class Image Annotation with Random Subwindows and Multiple Output Randomized Trees.

Marie Dumont, Raphaël Marée, Louis Wehenkel, Pierre Geurts

Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

A machine learning approach for material detection in hyperspectral images.

Raphaël Marée, Benjamin Stevens, Pierre Geurts, Y. Guern, P. Mack

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2006

Reinforcement Learning with Raw Image Pixels as Input State.

Damien Ernst, Raphaël Marée, Louis Wehenkel

Proceedings of the Advances in Machine Vision, 2006

2005

Classification automatique d'images par arbres de d'ecision.

Raphaël Marée

PhD thesis, 2005

Random Subwindows for Robust Image Classification.

Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Biomedical Image Classification with Random Subwindows and Decision Trees.

Raphaël Marée, Pierre Geurts, Justus H. Piater, Louis Wehenkel

Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2003

A Comparison of Generic Machine Learning Algorithms for Image Classification.

Raphaël Marée, Pierre Geurts, Giorgio Visimberga, Justus H. Piater, Louis Wehenkel

Proceedings of the Research and Development in Intelligent Systems XX, 2003