Search Results - "Vandaele, Remy"

Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge by Ching-Wei Wang, Cheng-Ta Huang, Meng-Che Hsieh, Chung-Hsing Li, Sheng-Wei Chang, Wei-Cheng Li, Vandaele, Remy, Maree, Raphael, Jodogne, Sebastien, Geurts, Pierre, Cheng Chen, Guoyan Zheng, Chengwen Chu, Mirzaalian, Hengameh, Hamarneh, Ghassan, Vrtovec, Tomaz, Ibragimov, Bulat

“…Cephalometric analysis is an essential clinical and research tool in orthodontics for the orthodontic analysis and treatment planning. This paper presents the…”
Get full text

Deep learning for automated trash screen blockage detection using cameras: Actionable information for flood risk management by Vandaele, Remy, Dance, Sarah L., Ojha, Varun

“…ABSTRACT Trash screens are used to prevent debris from entering critical parts of rivers. However, debris can accumulate on the screen and generate floods…”
Get full text

Calibrated river-level estimation from river cameras using convolutional neural networks by Vandaele, Remy, Dance, Sarah L., Ojha, Varun

“…Abstract Monitoring river water levels is essential for the study of floods and mitigating their risks. River gauges are a well-established method for river…”
Get full text

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán by Charlton-Perez, Andrew J., Dacre, Helen F., Driscoll, Simon, Gray, Suzanne L., Harvey, Ben, Harvey, Natalie J., Hunt, Kieran M. R., Lee, Robert W., Swaminathan, Ranjini, Vandaele, Remy, Volonté, Ambrogio

“…There has been huge recent interest in the potential of making operational weather forecasts using machine learning techniques. As they become a part of the…”
Get full text

Collaborative analysis of multi-gigapixel imaging data using Cytomine by Marée, Raphaël, Rollus, Loïc, Stévens, Benjamin, Hoyoux, Renaud, Louppe, Gilles, Vandaele, Rémy, Begon, Jean-Michel, Kainz, Philipp, Geurts, Pierre, Wehenkel, Louis

“…Collaborative analysis of massive imaging datasets is essential to enable scientific discoveries. We developed Cytomine to foster active and distributed…”
Get full text

Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approach by Vandaele, Rémy, Aceto, Jessica, Muller, Marc, Péronnet, Frédérique, Debat, Vincent, Wang, Ching-Wei, Huang, Cheng-Ta, Jodogne, Sébastien, Martinive, Philippe, Geurts, Pierre, Marée, Raphaël

“…The detection of anatomical landmarks in bioimages is a necessary but tedious step for geometric morphometrics studies in many research domains. We propose…”
Get full text

BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows by Rubens, Ulysse, Mormont, Romain, Paavolainen, Lassi, Bäcker, Volker, Pavie, Benjamin, Scholz, Leandro A., Michiels, Gino, Maška, Martin, Ünay, Devrim, Ball, Graeme, Hoyoux, Renaud, Vandaele, Rémy, Golani, Ofra, Stanciu, Stefan G., Sladoje, Natasa, Paul-Gilloteaux, Perrine, Marée, Raphaël, Tosi, Sébastien

“…Image analysis is key to extracting quantitative information from scientific microscopy images, but the methods involved are now often so refined that they can…”
Get full text

Deep learning for automated river-level monitoring through river-camera images: an approach based on water segmentation and transfer learning by Vandaele, Remy, Dance, Sarah L, Ojha, Varun

“…River-level estimation is a critical task required for the understanding of flood events and is often complicated by the scarcity of available data. Recent…”
Get full text

Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm by Jaikumar, Punitha, Vandaele, Remy, Ojha, Varun

“…Intelligent Systems Design and Applications. ISDA 2020 This paper proposes a methodological approach with a transfer learning scheme for plastic waste bottle…”
Get full text

Machine Learning for Landmark Detection in Biomedical Applications by Vandaele, Rémy

“…Machine Learning aims at developing models able to accurately predict an output variable given the value of some input variables by using a dataset of observed…”
Get full text

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciar\'an by Charlton-Perez, Andrew J, Dacre, Helen F, Driscoll, Simon, Gray, Suzanne L, Harvey, Ben, Harvey, Natalie J, Hunt, Kieran M. R, Lee, Robert W, Swaminathan, Ranjini, Vandaele, Remy, Volonté, Ambrogio

“…There has been huge recent interest in the potential of making operational weather forecasts using machine learning techniques. As they become a part of the…”
Get full text