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Raphaël Marée
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- affiliation: Université de Liège, Belgium
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2020 – today
- 2023
- [c18]Adrien Guilliams
, Ulysse Rubens
, Florent Banneux
, Pierre Chapeau
, Raphaël Marée
:
Shareish (Share & Cherish): an open-source, map-based, web platform to foster mutual aid. C&T 2023: 238-251 - 2022
- [c17]Navdeep Kumar, Claudia Di Biagio, Zachary Dellacqua, Ratish Raman, Arianna Martini, Clara Boglione, Marc Muller, Pierre Geurts, Raphaël Marée:
Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages. ECCV Workshops (4) 2022: 470-486 - [c16]Romain Mormont
, Mehdi Testouri, Raphaël Marée
, Pierre Geurts
:
Relieving Pixel-Wise Labeling Effort for Pathology Image Segmentation with Self-training. ECCV Workshops (7) 2022: 577-592 - 2021
- [j6]Romain Mormont
, Pierre Geurts, Raphaël Marée
:
Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology. IEEE J. Biomed. Health Informatics 25(2): 412-421 (2021) - [c15]Navdeep Kumar, Alessio Carletti, Paulo J. Gavaia
, Marc Muller, M. Leonor Cancela, Pierre Geurts, Raphaël Marée
:
Deep Learning Approaches for Head and Operculum Segmentation in Zebrafish Microscopy Images. CAIP (1) 2021: 154-164 - [i2]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
:
Bioimage analysis workflows: community resources to navigate through a complex ecosystem. F1000Research 10: 320 (2021) - 2020
- [j5]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
:
BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows. Patterns 1(3): 100040 (2020) - [i1]Romain Mormont, Pierre Geurts, Raphaël Marée:
Multi-task pre-training of deep neural networks for digital pathology. CoRR abs/2005.02561 (2020)
2010 – 2019
- 2018
- [c14]Romain Mormont, Pierre Geurts, Raphaël Marée:
Comparison of Deep Transfer Learning Strategies for Digital Pathology. CVPR Workshops 2018: 2262-2271 - 2017
- [c13]Remy Vandaele
, François Lallemand, Philippe Martinive, Akos Gulyban, Sébastien Jodogne
, Philippe Coucke, Pierre Geurts, Raphaël Marée:
Automated Multimodal Volume Registration based on Supervised 3D Anatomical Landmark Detection. VISIGRAPP (5: VISAPP) 2017: 333-340 - 2016
- [j4]Raphaël Marée
, Loic Rollus, Benjamin Stevens, Renaud Hoyoux, Gilles Louppe
, Remy Vandaele
, Jean-Michel Begon, Philipp Kainz, Pierre Geurts, Louis Wehenkel
:
Collaborative analysis of multi-gigapixel imaging data using Cytomine. Bioinform. 32(9): 1395-1401 (2016) - [j3]Raphaël Marée
, Pierre Geurts, Louis Wehenkel
:
Towards generic image classification using tree-based learning: An extensive empirical study. Pattern Recognit. Lett. 74: 17-23 (2016) - [c12]Raphaël Marée
, Stephane Dallongeville, Jean-Christophe Olivo-Marin, Vannary Meas-Yedid:
An approach for detection of glomeruli in multisite digital pathology. ISBI 2016: 1033-1036 - 2015
- [j2]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:
Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge. IEEE Trans. Medical Imaging 34(9): 1890-1900 (2015) - 2014
- [c11]Raphaël Marée, Loic Rollus, Benjamin Stevens, Gilles Louppe
, Olivier Caubo, Natacha Rocks, Sandrine Bekaert, Didier Cataldo, Louis Wehenkel
:
A hybrid human-computer approach for large-scale image-based measurements using web services and machine learning. ISBI 2014: 902-906 - 2011
- [c10]Olivier Stern, Raphaël Marée
, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel
, Pierre Geurts:
Automatic Localization of Interest Points in Zebrafish Images with Tree-Based Methods. PRIB 2011: 179-190 - 2010
- [c9]Raphaël Marée, Olivier Stern, Pierre Geurts:
Biomedical Imaging Modality Classification Using Bags of Visual and Textual Terms with Extremely Randomized Trees: Report of ImageCLEF 2010 Experiments. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c8]Raphaël Marée
, Philippe Denis, Louis Wehenkel
, Pierre Geurts:
Incremental indexing and distributed image search using shared randomized vocabularies. Multimedia Information Retrieval 2010: 91-100
2000 – 2009
- 2009
- [j1]Raphaël Marée
, Pierre Geurts, Louis Wehenkel
:
Content-based Image Retrieval by Indexing Random Subwindows with Randomized Trees. IPSJ Trans. Comput. Vis. Appl. 1: 46-57 (2009) - [c7]Raphaël Marée, Benjamin Stevens, Pierre Geurts, Y. Guern, P. Mack:
A machine learning approach for material detection in hyperspectral images. CVPR Workshops 2009: 106-111 - [c6]Marie Dumont, Raphaël Marée, Louis Wehenkel, Pierre Geurts:
Fast Multi-class Image Annotation with Random Subwindows and Multiple Output Randomized Trees. VISAPP (2) 2009: 196-203 - 2007
- [c5]Raphaël Marée, Pierre Geurts, Louis Wehenkel
:
Content-Based Image Retrieval by Indexing Random Subwindows with Randomized Trees. ACCV (2) 2007: 611-620 - 2006
- [c4]Damien Ernst, Raphaël Marée, Louis Wehenkel
:
Reinforcement Learning with Raw Image Pixels as Input State. IWICPAS 2006: 446-454 - 2005
- [b1]Raphaël Marée:
Classification automatique d'images par arbres de d'ecision. University of Liège, Belgium, 2005 - [c3]Raphaël Marée, Pierre Geurts, Justus H. Piater
, Louis Wehenkel
:
Biomedical Image Classification with Random Subwindows and Decision Trees. CVBIA 2005: 220-229 - [c2]Raphaël Marée
, Pierre Geurts, Justus H. Piater
, Louis Wehenkel
:
Random Subwindows for Robust Image Classification. CVPR (1) 2005: 34-40 - 2003
- [c1]Raphaël Marée, Pierre Geurts, Giorgio Visimberga, Justus H. Piater
, Louis Wehenkel:
A Comparison of Generic Machine Learning Algorithms for Image Classification. SGAI Conf. 2003: 169-182
Coauthor Index
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