Publications

• Article dans une revue

Distinguishing cellular from abiotic spheroidal microstructures in the ca. 3.4 Ga Strelley Pool Formation

Maxime Coutant, Kevin Lepot, Alexandre Fadel, Ahmed Addad, Élodie Richard, David Troadec, Sandra Ventalon, Kenichiro Sugitani, Emmanuelle Javaux

The morphogenesis of most carbonaceous microstructures that resemble microfossils in Archean (4–2.5 Ga old) rocks remains debated. The associated carbonaceous matter may even—in some cases—derive from abiotic organic molecules. Mineral growths associated with organic matter migration may mimic…

Geobiology, 2022, 20 (5), pp.599-622. ⟨10.1111/gbi.12506⟩. ⟨hal-03699137⟩

• Article dans une revue

RGBD deep multi-scale network for background subtraction

Ihssane Houhou, Athmane Zitouni, Yassine Ruichek, Salah Eddine Bekhouche, Mohamed Kas, Abdelmalik Taleb-Ahmed

This paper proposes a novel deep learning model called deep multi-scale network (DMSN) for background subtraction. This convolutional neural network is built to use RGB color channels and Depth maps as inputs with which it can fuse semantic and spatial information. In comparison with previous deep…

International Journal of Multimedia Information Retrieval, 2022, 11, pp.395-407. ⟨10.1007/s13735-022-00232-x⟩. ⟨hal-03672240⟩

• Article dans une revue

Facial age estimation using tensor based subspace learning and deep random forests

O. Guehairia, F. Dornaika, A. Ouamane, Abdelmalik Taleb-Ahmed

Recently, the estimation of facial age has attracted much attention. This letter extends and improves a recently developed method (Guehairia et al., 2020) for fusing multiple deep facial features for age estimation. This method was based on deep random forests. We propose a new pipeline that…

Information Sciences, 2022, 609, pp.1309-1317. ⟨10.1016/j.ins.2022.07.135⟩. ⟨hal-03752059⟩

• Article dans une revue

Selective sublimation of GaN and regrowth of AlGaN to co-integrate enhancement mode and depletion mode high electron mobility transistors

Thi Huong Ngo, Rémi Comyn, Sébastien Chenot, Julien Brault, Maud Nemoz, Philippe Vennéguès, Benjamin Damilano, S. Vézian, Eric Frayssinet, Flavien Cozette, N. Defrance, François Lecourt, Nathalie Labat, Hassan Maher, Yvon Cordier

In the present study, the selective sublimation of the p-GaN cap layer of Al(Ga)N/GaN HEMTs is developed to replace the commonly used dry etching with no risk of damage in the barrier layer in order to fabricate enhanced mode transistors. Thanks to this approach, enhancement-mode transistors are…

Journal of Crystal Growth, 2022, 593, pp.126779. ⟨10.1016/j.jcrysgro.2022.126779⟩. ⟨hal-03741626⟩

• Article dans une revue

Desorption timescales on epitaxial graphene via Fermi level shifting and Reststrahlen monitoring

Ngoc Thanh Mai Tran, Swapnil Mhatre, Cristiane Santos, Adam Biacchi, Mathew Kelley, Heather Hill, Dipanjan Saha, Chi-Te Liang, Randolph Elmquist, David Newell, Benoit Hackens, Christina Hacker, Albert Rigosi

This work reports information on the transience of hole doping in epitaxial graphene devices when nitric acid is used as an adsorbent. Under vacuum conditions, desorption processes are monitored by electrical and spectroscopic means to extract the relevant timescales from the corresponding data. It…

Carbon, 2022, 197, pp.350-358. ⟨10.1016/j.carbon.2022.06.066⟩. ⟨hal-03745821⟩

• Article dans une revue

Improvement of emotion recognition from facial images using deep learning and early stopping cross validation

Mohamed Bentoumi, Mohamed Daoud, Mohamed Benaouali, Abdelmalik Taleb-Ahmed

Inthis paper, we present a new approach for emotion recognition from facial images. The proposed method is based on the association of a pretrained convolutional neural network (CNN) model (VGG16, ResNet50) with a multilayer perceptron (MLP) classifier. The pretrained CNN model is used as a feature…

Multimedia Tools and Applications, 2022, 81, pp.29887-29917. ⟨10.1007/s11042-022-12058-0⟩. ⟨hal-03635826⟩

• Article dans une revue

Statistical mechanics of rate-independent stick-slip on a corrugated surface composed of parabolic wells

Stefano Giordano

The stick-slip phenomenon, at the basis of friction, is crucial for several applications ranging from nanotechnology and biophysics to mechanics and geology. Deep understanding of friction mechanisms and, in particular, the methodologies for its reduction must be sought in its nanoscopic nature,…

Continuum Mechanics and Thermodynamics, 2022, 34 (5), pp.1343-1372. ⟨10.1007/s00161-022-01129-0⟩. ⟨hal-03747657⟩

• Communication dans un congrès

[Invited] Breaking (and Fixing) Channel-based Cryptographic Key Generation: A Machine Learning Approach

Ihsen Alouani

Several systems and application domains are under-going disruptive transformations due to the recent breakthroughs in computing paradigms such us Machine Learning and commu-nication technologies such as 5G and beyond. Intelligent trans-portation systems is one of the flagship domains that witnessed…

2022 25th Euromicro Conference on Digital System Design (DSD), Aug 2022, Maspalomas, Spain. pp.383-390, ⟨10.1109/DSD57027.2022.00058⟩. ⟨hal-03976087⟩

• Communication dans un congrès

Nano drone bioinspiré à ailes vibrantes

Marguerite de La Bigne, Sofiane Ghenna, Sébastien Grondel, Eric Cattan, Olivier Thomas

GDR 2088 "BIOMIM" BIOMIMÉTISME et BIOINSPIRATION, Aug 2022, Nantes, France. ⟨hal-03887516⟩

• Communication dans un congrès

Nano drone bioinspiré à ailes vibrantes

Marguerite de la Bigne, Mathieu R Colin, Sofiane Ghenna, Eric Cattan, Grondel Sébastien, Olivier Thomas

Cet exposé montre les derniers travaux sur le dimensionnement d’un nanodrone bio-inspiré à ailes vibrantes. Cette étude s’intègre à un projet qui a pour objectif de faire décoller le plus petit drone au monde. Son originalité réside dans les techniques de fabrication utilisées, puisque le drone est…

25e Congrès Français de Mécanique, Aug 2022, Nantes, France. ⟨hal-04281724⟩