Article

Vandaele, Remy, Dance, Sarah L. ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Deep learning for automated river-level monitoring through river camera images: an approach based on water segmentation and transfer learning. Hydrology and Earth System Sciences, 25 (8). pp. 4435-4453. ISSN 1027-5606 doi: https://doi.org/10.5194/hess-25-4435-2021

Vandaele, Rémy, Aceto, Jessica, Muller, Marc, Péronnet, Frédérique, Debat, Vincent, Wang, Ching-Wei, Huang, Cheng-Ta, Jodogne, Sébastian, Martineve, Philippe, Geurts, Pierre and Marée, Raphaël (2018) Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approach. Scientific Reports, 8 (1). 538. ISSN 2045-2322 doi: https://doi.org/10.1038/s41598-017-18993-5

Marée, Raphaël, Rollus, Loïc, Stévens, Benjamin, Hoyoux, Renaud, Louppe, Gilles, Vandaele, Rémy, Begon, Jean-Michel, Kainz, Philipp, Geurts, Pierre and Wehenkel, Louis (2016) Collaborative analysis of multi-gigapixel imaging data using Cytomine. Bioinformatics, 32 (9). pp. 1395-1401. ISSN 1460-2059 doi: https://doi.org/10.1093/bioinformatics/btw013

Wang, Ching-Wei, Huang, Cheng-Ta, Hsieh, Meng-Che, Li, Chung Hsing, Chang, Sheng-Wei, Li, Wei-Cheng, Vandaele, Rémy, Marée, Raphaël, Jodogne, Sébastien, Geurts, Pierre, Chen, Cheng, Zheng, Guoyan, Chu, Chengwen, Mirzaalian, Hengameh, Hamarneh, Ghassan, Vrtovec, Tomaž and Ibragimov, Bulat (2015) Evaluation and comparison of anatomical landmark detection methods for cephalometric X-Ray images: a grand challenge. IEEE Transactions on Medical Imaging, 34 (9). pp. 1890-1900. ISSN 1558-254X doi: https://doi.org/10.1109/TMI.2015.2412951

Conference or Workshop Item

Vandaele, Remy, Dance, Sarah ORCID: https://orcid.org/0000-0003-1690-3338 and Ojha, Varun ORCID: https://orcid.org/0000-0002-9256-1192 (2021) Automated water segmentation and river level detection on camera images using transfer learning. In: 42nd German Conference on Pattern Recognition (DAGM GCPR 2020), 28 Sep - 1 Oct 2020, pp. 232-245. doi: https://doi.org/10.1007/978-3-030-71278-5

Vandaele, Rémy, Lallemand, François, Martineve, Philippe, Gulyban, Akos, Jodogne, Sébastien, Geurts, Philippe, Geurts, Pierre and Marée, Raphaël (2017) Automated multimodal volume registration based on supervised 3D anatomical landmark detection. In: Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 27-1 Feb 2017, Porto, Portugal, pp. 333-340. (Volume 5)