Publications
You can also find my articles on my Google Scholar profile.
New publications and preprints
- L. Gibbs, R. Bingham, A. Paiement: A novel filtering method for geodetic ocean surface currents using deep learning. Environmental Data Science, 2023
- J. Morgan, A. Paiement, C. Klinke: Domain-informed graph neural networks: a quantum chemistry case study. Neural Networks, 2023
- F. Richards, A. Paiement, X. Xie, E. Sola, P.-A. Duc: Panoptic Segmentation of Galactic Structures in LSB Images. International Conference on Machine Vision Applications (MVA), 2023
- J. Jenkins, A. Paiement, Y. Ourmieres, J. Lesommer, J. Verron, H. Glotin, C. Ubelmann: A DNN framework for learning lagrangian drift with uncertainty. Applied Intelligence, 2023
- F. Richards, E. Sola, A. Paiement, X. Xie, P.-A. Duc: Multi-scale gridded Gabor attention for cirrus segmentation. IEEE International Conference on Image Processing (ICIP), 2022
- E. Sola, P.-A. Duc, F. Richards, A. Paiement, M. Urbano, J. Klehammer, M. Bílek, J.-C. Cuillandre, S. Gwyn, A. McConnachie: Characterization of Low Surface Brightness structures in annotated deep images, Astronomy & Astrophysics, 2022
- M. Almahasneh, A. Paiement, X. Xie, J. Aboudarham: MSMT-CNN for solar active region detection with multi-spectral analysis. Springer Nature Computer Science, Special Issue Pattern Recognition Applications and Methods, 2022
- M. Almahasneh, A. Paiement, X. Xie, J. Aboudarham: MLMT-CNN for object detection and segmentation in multi-layer and multi-spectral images. Machine Vision and Applications, 2021
- M. Almahasneh, A. Paiement, X. Xie, J. Aboudarham: Active region detection in multi-spectral solar images, International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2021 – Best paper award
Selected publications
- J. Morgan, A. Paiement, C. Klinke: Domain-informed graph neural networks: a quantum chemistry case study. Neural Networks, 2023
- F. Richards, A. Paiement, X. Xie, E. Sola, P.-A. Duc: Panoptic Segmentation of Galactic Structures in LSB Images. International Conference on Machine Vision Applications (MVA), 2023
- L. Gibbs, R. Bingham, A. Paiement: A novel filtering method for geodetic ocean surface currents using deep learning. Environmental Data Science, 2023
- E. Sola, P.-A. Duc, F. Richards, A. Paiement, M. Urbano, J. Klehammer, M. Bílek, J.-C. Cuillandre, S. Gwyn, A. McConnachie: Characterization of Low Surface Brightness structures in annotated deep images, Astronomy & Astrophysics, 2022
- F. Richards, E. Sola, A. Paiement, X. Xie, P.-A. Duc: Multi-scale gridded Gabor attention for cirrus segmentation. IEEE International Conference on Image Processing (ICIP), 2022
- M. Almahasneh, A. Paiement, X. Xie, J. Aboudarham: Active region detection in multi-spectral solar images, International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2021 – Best paper award
- M. Almahasneh, A. Paiement, X. Xie, J. Aboudarham: MLMT-CNN for object detection and segmentation in multi-layer and multi-spectral images. Machine Vision and Applications, 2021
- J. Jenkins, A. Paiement, J. Aboudarham, X. Bonnin: Physics-informed detection and segmentation of type II solar radio bursts. British Machine Vision Conference (BMVC), 2020
- K. Yordanova, S. Whitehouse, A. Paiement, M. Mirmehdi, T. Kirste, I. Craddock: What’s cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring. IEEE International Conference on Pervasive Computing and Communications (PerCom), Work-in-progress session, 2017 – Best work-in-progress award
- A. Paiement, M. Mirmehdi, X. Xie, M. Hamilton: Registration and Modeling from Spaced and Misaligned Image Volumes. IEEE Transactions on Image Processing (TIP), Vol. 25, Issue 9, pp. 4379-4393, 2016
- A. Paiement, L. Tao, S. Hannuna, M. Camplani, D. Damen, M. Mirmehdi: Online quality assessment of human movement from skeleton data. Proceedings of British Machine Vision Conference (BMVC), 2014
- A. Paiement, M. Mirmehdi, X. Xie, M. Hamilton: Integrated Segmentation and Interpolation of Sparse Data. IEEE Transactions on Image Processing (TIP), Vol. 23, Issue 1, pp. 110-125, 2014