Publications

• Autre publication scientifique

Retracted: Deep learning for real-time semantic segmentation: Application in ultrasound imaging [Pattern Recognition Letters 144 (2021) 27–34]

Abdeldjalil Ouahabi, Abdelmalik Taleb-Ahmed

A real-time architecture of medical image semantic segmentation called Fully Convolution dense Dilated Network, is proposed to improve the segmentation efficiency while ensuring high accuracy. Considering low resolution and contrast, interferences of shadows, as well as differences in nodules’…

2021, pp.27-34. ⟨10.1016/j.patrec.2021.01.010⟩. ⟨hal-03127252⟩

• Communication dans un congrès

Defensive approximation: securing CNNs using approximate computing

Amira Guesmi, Ihsen Alouani, Khaled Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael Abu-Ghazaleh

In the past few years, an increasing number of machine-learning and deep learning structures, such as Convolutional Neural Networks (CNNs), have been applied to solving a wide range of real-life problems. However, these architectures are vulnerable to adversarial attacks: Inputs crafted carefully…

26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS'21, Apr 2021, Virtual, USA, United States. pp.990-1003, ⟨10.1145/3445814.3446747⟩. ⟨hal-03264750⟩

• Article dans une revue

Acoustic radiation force on small spheres due to transient acoustic fields

Qing Wang, Antoine Riaud, Jia Zhou, Zhixiong Gong, Michael Baudoin

Acoustic radiation force is a net force experienced by an object under the action of an acoustic wave. Most theoretical models require the acoustic wave to be periodic, if not purely monofrequency, and are therefore irrelevant for the study of acoustic radiation force due to acoustic pulses. Here,…

Physical Review Applied, 2021, 15 (4), pp.044034. ⟨10.1103/physrevapplied.15.044034⟩. ⟨hal-03347649⟩

• Article dans une revue

MaskedFace-Net – A dataset of correctly/incorrectly masked face images in the context of COVID-19

Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi

Smart Health, 2021, 19, pp.100144 -. ⟨10.1016/j.smhl.2020.100144⟩. ⟨hal-03492834⟩

• Communication dans un congrès

[Invited] Graphene-based nanocomposites for sensing and biomedical applications

Rabah Boukherroub

Seminar, Hamdi Mango Center for Scientific Research, Mar 2021, Amman, Jordan. ⟨hal-04620406⟩

• Brevet

Synapse artificielle commutée

Francois Danneville, Alain Cappy, Ilias Sourikopoulos, Christophe Loyez

Chine, N° de brevet: CN112585622 (A) 2021-03-30. 2021, N° de priorité : FR20180054010 20180514 - N° de demande : CN20198032822 20190513. ⟨hal-05654987⟩

• Article dans une revue

Propagation and attenuation of Rayleigh and pseudo surface waves in viscoelastic metamaterials

R. Cai, Y. Jin, T. Rabczuk, X. Zhuang, Bahram Djafari-Rouhani

The development of seismic metamaterials has attracted much research interest in the past decade. Efforts have been made by using experimental and theoretical approaches to isolate buildings and structures susceptible to elastic surface wave damage. However, most seismic metamaterials were designed…

Journal of Applied Physics, 2021, 129 (12), pp.0003923. ⟨10.1063/5.0042577⟩. ⟨hal-03542169⟩

• Thèse

Study and design of a new PHY/MAC Cross-Layer architecture for Wireless Sensor Networks Dedicated to Healthcare, Etude et conception d'une nouvelle architecture transversale PHY/MAC pour les réseaux de capteurs sans fils dédiés à la télémédecine

Prasaja Wikanta

Improving access and quality of public health services in Indonesia is still a big challenge. Geographic obstacles, shortage, and maldistribution of specialist/doctors especially in rural areas are some of the challenges to be answered. In 2016, the city council of Makassar Indonesia has developed…, L’amélioration de l’accès et de la qualité des services de santé publique en Indonésie restent un grand défi. Les obstacles géographiques, la pénurie et la mauvaise répartition des spécialistes/médecins, en particulier dans les zones rurales, sont quelques-uns des défis à relever. En 2016, l’…

Micro and nanotechnologies/Microelectronics. Université Polytechnique Hauts-de-France, 2021. English. ⟨NNT : 2021UPHF0014⟩. ⟨tel-03824930⟩

• Communication dans un congrès

Surveillance non destructive de l'état du béton des enceintes de confinement des centrales nucléaires avec et sans précontrainte

Odile Abraham, Jean François Chaix, Ch. Ciccarone, Xavier Dérobert, Olivier Durand, Vincent Garnier, Gautier Gugole, Jean-Marie Hénault, Jean-Baptiste Legland, Bogdan Piwakowski, S. Rakotonarivo, Hognon Sogbossi, Jérôme Verdier, Géraldine Villain

Les enceintes de confinement en béton précontraint des centrales nucléaires jouent un rôle majeur de sécurité en cas d'accident pour préserver l’environnement de fuites radioactives. Pour assurer la sûreté des installations, il est important de contrôler régulièrement les structures dont le…

7ème Congrès international francophone sur les méthodes d'auscultation et d'évaluation des bétons (Diagnobéton 2021), Mar 2021, Bordeaux, France. ⟨hal-04296472⟩

• Brevet

Synapse artificielle commutée

Francois Danneville, Alain Cappy, Ilias Sourikopoulos, Christophe Loyez

Région indéterminée, N° de brevet: EP3794514 (A1) 2021-03-24. 2021, N° de priorité : FR20180054010 20180514 - N° de demande : EP20190722649 20190513. ⟨hal-05654985⟩