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2020 – today
- 2023
[i2]Andrew J. Charlton-Perez, Helen F. Dacre, Simon Driscoll, Suzanne L. Gray, Ben Harvey, Natalie J. Harvey, Kieran M. R. Hunt, Robert W. Lee, Ranjini Swaminathan, Remy Vandaele, Ambrogio Volonté:
Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán. CoRR abs/2312.02658 (2023)- 2022
- [i1]Punitha Jaikumar, Remy Vandaele, Varun Ojha:
Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm. CoRR abs/2204.07437 (2022) - 2020
- [j3]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) - [c3]Rémy Vandaele, Sarah L. Dance, Varun Ojha:
Automated Water Segmentation and River Level Detection on Camera Images Using Transfer Learning. GCPR 2020: 232-245 - [c2]Punitha Jaikumar, Remy Vandaele, Varun Ojha:
Transfer Learning for Instance Segmentation of Waste Bottles Using Mask R-CNN Algorithm. ISDA 2020: 140-149
2010 – 2019
- 2018
- [b1]Remy Vandaele:
Machine Learning for Landmark Detection in Biomedical Applications. University of Liège, Belgium, 2018 - 2017
- [c1]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
- [j2]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) - 2015
- [j1]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)
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