BYG-drop: a tool for enhanced droplet detection in liquid–liquid systems through machine learning and synthetic imaging

Autor: Grégory Bana, Fabrice Lamadie, Sophie Charton, Tojonirina Randriamanantena, Didier Lucor, Nida Sheibat-Othman

Publikováno v: Frontiers in Chemical Engineering, Vol 6 (2024)

A new image processing machine learning algorithm for droplet detection in liquid–liquid systems is here introduced. The method combines three key numerical tools—YOLOv5 for object detection, Blender for synthetic image generation, and CycleGAN f

Externí odkaz: https://doaj.org/article/f083b6a802d74239a4bb874ab0f20388

Estimating the Parameters of a Stochastic Geometrical Model for Multiphase Flow Images Using Local Measures

Autor: Leo Theodon, Tatyana Eremina, Kassem Dia, Fabrice Lamadie, Jean-Charles Pinoli, Johan Debayle

Publikováno v: Image Analysis and Stereology, Vol 40, Iss 3, Pp 115-125 (2021)

This paper presents a new method for estimating the parameters of a stochastic geometric model for multiphase flow image processing using local measures. Local measures differ from global measures in that they are only based on a small part of a bina

Externí odkaz: https://doaj.org/article/2d187bc4909f40f2a747af9e87418f3d

Experimental study of velocity and turbulence fields in a square mixer-settler tank: Comparison of shake the box PTV and 2D2C PIV

Autor: Quentin Laine, Tojonirina Randriamanantena, Fabrice Lamadie, Eric Olmos

Publikováno v: Chemical Engineering Science. 275:118636

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::858678c0c7a82b32f50f9125d74a4809
https://doi.org/10.1016/j.ces.2023.118636

Microfluidic In-Situ Spectrophotometric Approaches to Tackle Actinides Analysis in Multiple Oxidation States

Autor: Elodie Mattio, Audrey Caleyron, Manuel Miguirditchian, Amanda M. Lines, Samuel A. Bryan, Hope E. Lackey, Isaac Rodriguez-Ruiz, Fabrice Lamadie

Publikováno v: Applied Spectroscopy
Applied Spectroscopy, 2022, 76 (5), pp.580-589. ⟨10.1177/00037028211063916⟩

The study and development of present and future processes for the treatment/recycling of spent nuclear fuels require many steps, from design in the laboratory to setting up on an industrial scale. In all of these steps, analysis and instrumentation a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b3e760ad514dd979624a2bd38934e289
https://pubmed.ncbi.nlm.nih.gov/35108115

Estimation of 3D geometrical properties of spheroid-like particle systems using projection images

Autor: Johan Debayle, Mathieu de Langlard, Fabrice Lamadie, Sophie Charton

Publikováno v: ISIVC INTERNATIONAL SYMPOSIUM ON SIGNAL, IMAGE, VIDEO AND COMMUNICATIONS
ISIVC INTERNATIONAL SYMPOSIUM ON SIGNAL, IMAGE, VIDEO AND COMMUNICATIONS, Mines Saint-Etienne, Apr 2021, Saint-Etienne, France. pp.1-6, ⟨10.1109/ISIVC49222.2021.9487552⟩
ISIVC'2020: The 10th International Symposium on Signal, Image, Video and Communications
ISIVC'2020: The 10th International Symposium on Signal, Image, Video and Communications, Mines Saint-Etienne, Apr 2021, Saint-Etienne, France
2020 10th International Symposium on Signal, Image, Video and Communications (ISIVC)
2020 10th International Symposium on Signal, Image, Video and Communications (ISIVC), Apr 2021, Saint-Etienne, France. pp.1-6, ⟨10.1109/ISIVC49222.2021.9487552⟩
ISIVC
INTERNATIONAL SYMPOSIUM ON SIGNAL, IMAGE, VIDEO AND COMMUNICATIONS (ISIVC)
INTERNATIONAL SYMPOSIUM ON SIGNAL, IMAGE, VIDEO AND COMMUNICATIONS (ISIVC), Apr 2021, Saint-Etienne, France. pp.1-6, ⟨10.1109/ISIVC49222.2021.9487552⟩

Suite à la situation actuelle relative au Covid-19, la conférence initialement planifiée pour juillet 2020 a été reporté à avril 2021. La conférence a été réalisé virtuellement par visioconrénce. - Due to the current events related to Co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::08220508356ce989fdaedc9ae613e204
https://cea.hal.science/cea-03516334/file/deLanglard_ISIVC2020.pdf