Publicaciones

• 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⟩

• Article dans une revue

Friedrich-Wintgen bound states in the continuum and induced resonances in a loop laterally coupled to a waveguide

Madiha Amrani, Soufyane Khattou, El Houssaine El Boudouti, Abdelkrim Talbi, Abdellatif Akjouj, Leonard Dobrzynski, Bahram Djafari-Rouhani

The concept of bound states in the continuum (BICs) in a simple cavity attracts much interest in recent works in wave physics. The BICs are perfectly confined modes with an infinite lifetime that reside inside the continuous spectrum of radiative modes, but they remain totally decoupled from it....

Physical Review B, 2022, 106 (12), 125414, 21 p. ⟨10.1103/PhysRevB.106.125414⟩. ⟨hal-03784090⟩

• Article dans une revue

Sustainability in (bio-)analytical chemistry [Editorial]

Antje Baeumner, Günter Gauglitz, Luigi Mondello, María Cruz Moreno Bondi, Sabine Szunerits, Qiuquan Wang, Stephen Wise, Adam Woolley

We all live on this amazing planet, which, with available sunlight and abundant resources, offers more than enough to maintain life and livelihood. Nevertheless, how we continue to consume what the Earth provides will decide for what duration humanity will still be able to meet these ongoing needs...

Analytical and Bioanalytical Chemistry, 2022, 414 (21), pp.6281-6284. ⟨10.1007/s00216-022-04211-3⟩. ⟨hal-03741435⟩

• Article dans une revue

Solid-state 3D micro-supercapacitors based on ionogel electrolyte: Influence of adding lithium and sodium salts to the ionic liquid

Thibaud Guillemin, Camille Douard, Kévin Robert, Bouchra Asbani, Christophe Lethien, Thierry Brousse, Jean Le Bideau

The ever-increasing interest in miniaturized Internet of Things devices and embedded electronics has given rise to a host of inquiries surrounding the need for safe, high performance energy storage devices. Solid-state 3D micro-supercapacitors based on ionogels provide a promising response to many...

Energy Storage Materials, 2022, 50, pp.606-617. ⟨10.1016/j.ensm.2022.05.041⟩. ⟨hal-03697655⟩

• Poster de conférence

Hydrogel Embedding Polydopamine Nanoparticles for a Synergistic Photodynamic and Photothermal Therapy Targeting Diabetic Foot Ulcers

Sarah Defrancois, Alexandre Barras, Rabah Boukherroub, Mickael Maton, Nicolas Blanchemain, Patrice Woisel, Joel Lyskawa

ESB2022 - the 32nd Annual Conference of the European Society for Biomaterials, Sep 2022, Bordeaux, France. ⟨hal-04400445⟩

• 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

Bound states in the continuum and Fano resonances in photonic and plasmonic loop structures

Madiha Amrani, Soufyane Khattou, Housni Al-Wahsh, Yamina Rezzouk, El Houssaine El Boudouti, Cécile Ghouila-Houri, Abdelkrim Talbi, Abdellatif Akjouj, L. Dobrzynski, Bahram Djafari-Rouhani

The design and study of structures exhibiting bound states in the continuum (BICs) are the object of continuous works in wave physics. These long-lived states which are localized in some parts of the system without interacting with the background have found several potential applications due to...

Optical and Quantum Electronics, 2022, 54 (9), pp.599. ⟨10.1007/s11082-022-03991-3⟩. ⟨hal-03748033⟩

• 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⟩