Publications

• ART

A weighted exponential discriminant analysis through side-information for face and kinship verification using statistical binarized image features

Oualid Laiadi, Abdelmalik Ouamane, Abdelhamid Benakcha, Abdelmalik Taleb-Ahmed, Abdenour Hadid

Side-information based exponential discriminant analysis (SIEDA) is more efficient than side-information based linear discriminant analysis (SILDA) in computing the discriminant vectors because it maximizes the Fisher criterion function. In this paper, we develop a novel criterion, named side-…

International journal of machine learning and cybernetics, 2021, 12 (1), pp.171-185. ⟨10.1007/s13042-020-01163-x⟩. ⟨hal-03322498⟩

• COMM

Système de vision neuro-inspirée: application à la vision artificielle

Dimitri Henniquau, Pierre Falez, Philippe Devienne, Christel Vanbesien, Alexis Vlandas, A. Cappy, Virginie Hoel

14ème Colloque Enseignement des Technologies et des Sciences de l'Information et des Systèmes, CETSIS 2021, Jun 2021, Valenciennes, France. pp.197-202. ⟨hal-03329537⟩

• ART

Single-charge effects in silicon nanocrystals probed by atomic force microscopy: From charge blinking to nanocrystal charging

Thierry Melin, D. Deresmes

We investigate the electrical properties of individual silicon nanocrystals (NCs) by means of atomic/electrostatic force microscopy at atmospheric pressure, with the sensitivity of the elementary charge. Using a tip bias close to the sample surface potential for the sample topography imaging, NCs…

Journal of Applied Physics, 2021, 130 (6), pp.065103. ⟨10.1063/5.0054744⟩. ⟨hal-03347251⟩

• ART

Plasmonic layer as a localized temperature control element for surface plasmonic resonance-based sensors

Sivaramakrishnan Ganesan, Sophie Maricot, J.F. Robillard, Etienne Okada, Mohamed-Taieb Bakouche, Laurent Hay, Jean-Pierre Vilcot

Surface plasmon resonance (SPR) sensing is a well-established high-sensitivity, label-free and real-time detection technique for biomolecular interaction study. Its primary working principle consists of the measurement of the optical refractive index of the medium that is in close vicinity of the…

Sensors, 2021, 21 (6), pp.2035. ⟨10.3390/s21062035⟩. ⟨hal-03346097⟩

• ART

Monte Carlo analysis of the influence of surface charges on GaN asymmetric nanochannels: bias and temperature dependence

E. Pérez-Martín, I. Íñiguez-De-La-Torre, Christophe Gaquière, T. González, J. Mateos

In this paper, the occupancy of sidewall surface states having a clear signature in the performance of AlGaN/GaN-based self-switching diodes (SSDs) is analyzed using a semi-classical Monte Carlo (MC) simulator in a wide temperature ( T) range, from 100 to 300 K. Experimental I- V curves show an…

Journal of Applied Physics, 2021, 130 (10), pp.104501. ⟨10.1063/5.0061905⟩. ⟨hal-03501372⟩

• ART

First-principles thermal transport in amorphous Ge 2 Sb 2 Te 5 at the nanoscale

Thuy-Quynh Duong, Assil Bouzid, Carlo Massobrio, Guido Ori, Mauro Boero, Évelyne Martin

Achieving a precise understanding of nanoscale thermal transport in phase change materials (PCMs), such as Ge 2 Sb 2 Te 5 (GST), is the key of thermal management in nanoelectronics, photonic and neuromorphic applications using non-volatile memories. By resorting to a first-principles approach to…

RSC Advances, 2021, 11 (18), pp.10747-10752. ⟨10.1039/d0ra10408f⟩. ⟨hal-03169059⟩

• ART

Recognition of COVID-19 from CT Scans Using Two-Stage Deep-Learning-Based Approach: CNR-IEMN

Fares Bougourzi, Riccardo Contino, Cosimo Distante, Abdelmalik Taleb-Ahmed

Since the appearance of the COVID-19 pandemic (at the end of 2019, Wuhan, China), the recognition of COVID-19 with medical imaging has become an active research topic for the machine learning and computer vision community. This paper is based on the results obtained from the 2021 COVID-19 SPGC…

Sensors, 2021, 21 (17), pp.5878. ⟨10.3390/s21175878⟩. ⟨hal-03429749⟩

• ART

Robust Automatic Modulation Recognition Through Joint Contribution of Hand-Crafted and Contextual Features

Bachir Jdid, Wei Hong Lim, Iyad Dayoub, Kais Hassan, Mohd Rizon Bin Mohamed Juhari

Automatic modulation recognition (AMR) has become increasingly important in the field of signal processing, especially with the advancements of intelligent communication systems. Deep Learning (DL) technologies have been incorporated into the AMR field and they have shown outstanding performances…

IEEE Access, 2021, 9, pp.104530-104546. ⟨10.1109/ACCESS.2021.3099222⟩. ⟨hal-03382822⟩

• ART

A first outlook of sputtered FeWO₄ thin films for micro-supercapacitor electrodes

Gaëtan Buvat, Antonella Iadecola, Florent Blanchard, Thierry Brousse, Pascal Roussel, C. Lethien

The next generation of Internet of Things devices requires micro-supercapacitors operating at high voltage which is difficult to achieve using symmetrical design. Thus, their fabrication in an asymmetric configuration is mandatory. While MnO2 is well-established as positive electrode, the scarcity…

• ART

Efficient combinations of NOMA with distributed antenna systems based on channel measurements for mitigating jamming attacks

Joumana Farah, Eric Pierre Simon, Pierre Laly, Gauthier Delbarre

This study aims at proposing new efficient combinations of distributed antenna systems (DAS) with non orthogonal multiple access (NOMA) for combating the influence of harmful jamming on a downlink transmission system. A large set of practical channel measurements was performed in an indoor work…

IEEE Systems Journal, 2021, 15 (2), pp.2212-2221. ⟨10.1109/JSYST.2020.3000655⟩. ⟨hal-03213583⟩