Publications

Artificial Intelligence

Monocular Depth Estimation: a Review of the 2022 State of the Art

Thibaud Ehret

Image Processing On Line - 2023

Artificial Intelligence

GLAD: A Global-to-Local Anomaly Detector

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

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) - 2023

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