Publications

Mathematical Physics

Air/water interfacial waves with a droplet at the tip of their crest

In nature, it is common to observe water wave crests with a droplet at their tip. This fascinating configuration remains unexplained from the physical point of view. The present study explores such a unique local configuration numerically. Solitary…

B C Nie, X Guan, J.-M Vanden-Broeck, F Dias

Physics of Fluids - 2023

Artificial Intelligence

Keypoints dictionary learning for fast and robust alignment

Aitor Artola, Yannis Kolodziej, Jean-Michel Morel, Thibaud Ehret

2023 IEEE International Conference on Image Processing (ICIP) - 2023

Environmental Engineering

Machine Learning and Feature Extraction for Industrial Smoke Plumes Detection from Sentinel-2 Images

The detection of smoke plumes by satellite imagery is a comprehensive research topic that can be used to better monitor activity and emissions from the energy and industrial sectors. In this study, we propose a machine learning methodology based on…

Florentin Poucin, Elyes Ouerghi, Simon Lajouanie, Hugo de Almeida Rodrigues, Gabriele Facciolo, Carlo de Franchis, Charles Hessel

2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023 ) - 2023

Artificial Intelligence

Methane Plumes Detection on Prisma L1 Images with the Adjusted Spectral Matched Filter and Wind Data

E. Ouerghi, T. Ehret, G. Facciolo, E. Meinhardt, J.-M. Morel, C. de Franchis, T. Lauvaux

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium - 2023

Computer Vision and Pattern Recognition

METHANE PLUMES DETECTION ON PRISMA L1 IMAGES WITH THE ADJUSTED SPECTRAL MATCHED FILTER AND WIND DATA

E. Ouerghi, T. Ehret, Gabriele Facciolo, E. Meinhardt, J.-M. Morel, C. de Franchis, T. Lauvaux

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium - 2023

Artificial Intelligence

Semantic Segmentation: A Zoology of Deep Architectures

Aitor Artola

Image Processing On Line - 2023

Electric power

Realistic Nudging through ICT Pipelines to Help Improve Energy Self-Consumption for Management in Energy Communities

Haicheng Ling, Pierre-Yves Masse, Thibault Rihet, Frédéric Wurtz

Energies - 2023

Life Sciences

How can we differentiate supratentorial tumor recurrence from postradiation imaging changes in children treated for primary malignant brain tumors?

OBJECTIVE Distinguishing tumor recurrence from therapy-induced imaging changes (TIIC) on brain MRI in children treated for primary malignant brain tumors may be challenging. The authors aimed to assess the diagnostic ability of multimodal MRI in…

Jacob Zittoun, Volodia Dangouloff-Ros, Liesbeth Cardoen, Caroline Rutten, Stéphanie Bolle, Claire Alapetite, Raphaël Levy, David Grévent, Jacques Grill, Hervé Brisse, François Doz, Thomas Blauwblomme, Kévin Beccaria, Sarah Charpy, Charles-Joris Roux, Pascale Varlet, Christelle Dufour, Stéphanie Puget, Nathalie Boddaert

Journal of Neurosurgery. Pediatrics - 2023

Life Sciences

NF2 and ZFTA evaluation in the diagnostic algorithm of pediatric posterior fossa ependymoma with H3K27ME3 retained expression

Arnault Tauziède-Espariat, Yassine Ajlil, Marie-Anne Debily, David Castel, Jacques Grill, Stéphanie Puget, Lauren Hasty, Fabrice Chrétien, Alice Métais, Volodia Dangouloff-Ros, Nathalie Boddaert, Pascale Varlet

Acta Neuropathologica Communications - 2023

Life Sciences

Clinico-Radio-Histo-Molecular and Neurocognitive Characteristics of Diffuse Gliomas in Adolescent and Young Adults: A Comprehensive Review

Background: Diffuse gliomas are the most frequent neoplasms in adolescent and young adults (AYAs), especially high-grade gliomas, which have the highest mortality rate. Recent histo-molecular advances are in favour of specialized therapeutic…

Alexandre Roux, Marc Zanello, Giorgia Antonia Simboli, Pascale Varlet, Arnault Tauziède-Espariat, Kévin Beccaria, Thomas Blauwblomme, Stéphanie Puget, Catherine Oppenheim, Volodia Dangouloff-Ros, Nathalie Boddaert, Frédéric Dhermain, Christelle Dufour, Jacques Grill, Fabrice Chretien, Johan Pallud

Oncology - 2023