Publications

• Communication dans un congrès

A New Storage-Less Hardware Compression Technique for Convolution Neural Networks Using Constant Multiplication.

Mohamed Ayoub Neggaz, Ihsen Alouani, Smail Niar, Fadi Kurdahi

WAICA: Workshop on Artificial Intelligence and Computer Architecture in Conjunction with HiPeac conference'20, Jan 2020, Bologne, Italy. ⟨hal-03389472⟩

• Communication dans un congrès

Time-frequency characterization of sonar transducers in support to design

Manell Zakharia, Bertrand Dubus, Philippe Plantevin

Commonly used in ultrasonic pulse imaging, wideband transducers are becoming more and more popular in sonar area in various areas of application where the time resolution is a paramount issue such as: estimation of time of flight, communication, high resolution imaging, impedance and attenuation…

e-Forum Acusticum 2020, Dec 2020, Lyon, France. pp.1575-1579, ⟨10.48465/fa.2020.1016⟩. ⟨hal-03231996⟩

• Article dans une revue

Progress in understanding structure and transport properties of PEDOT-based materials: a critical review

Magatte N. Gueye, Alexandre Carella, Jérôme Faure-Vincent, Renaud Demadrille, Jean-Pierre Simonato

Progress in Materials Science, 2020, 108, pp.100616. ⟨10.1016/j.pmatsci.2019.100616⟩. ⟨hal-03140624⟩

• Article dans une revue

Measurement-based feasibility exploration on detecting and localizing multiple humans using MIMO radio channel properties

Yang Miao, Emmeric Tanghe, Jun-Ichi Takada, Troels Pedersen, Pierre Laly, Davy Gaillot, Martine Lienard, Luc Martens, Wout Joseph

This paper explores the feasibility of using the multiple-input multiple-output (MIMO) radio channel properties to passively detect and localize multiple humans in indoor environments. We propose to utilize the unique reverberation characteristics of indoor channels for the purpose of detecting,…

IEEE Access, 2020, 8, pp.3738-3750. ⟨10.1109/ACCESS.2019.2962726⟩. ⟨hal-03322805⟩

• Communication dans un congrès

Anomaly Detection in Surveillance Videos by Future Appearance-motion Prediction

Tuan-Hung Vu, Sebastien Ambellouis, Jacques Boonaert, Abdelmalik Taleb-Ahmed

Anomaly detection in surveillance videos is the identification of rare events which produce different features from normal events. In this paper, we present a survey about the progress of anomaly detection techniques and introduce our proposed framework to tackle this very challenging objective.…

15th International Conference on Computer Vision Theory and Applications, Feb 2020, Valletta, France. pp.484-490, ⟨10.5220/0009146704840490⟩. ⟨hal-04490869⟩

• Chapitre d'ouvrage

Nanoscale materials for the treatment of water contaminated by bacteria and viruses

Milica Budimir, Sabine Szunerits, Zoran Markovic, Rabah Boukherroub

Nanomaterials for Sustainable Energy and Environmental Remediation, Elsevier, pp.261-305, 2020, ⟨10.1016/B978-0-12-819355-6.00009-1⟩. ⟨hal-03090117⟩

• Article dans une revue

Design of mm-wave slow-wave coupled coplanar waveguides

Marc Margalef-Rovira, J. Lugo-Alvarez, A. Bautista, L. Vincent, Sylvie Lepilliet, Abdelhalim Saadi, Florence Podevin, Manuel J. Barragan, Emmanuel Pistono, Sylvain Bourdel, Christophe Gaquière, Philippe Ferrari

This paper focuses on the design of high-performance Coupled Slow-wave CoPlanar Waveguide (CS-CPW) in CMOS technologies for the mm-wave frequency bands. First, the theory as well as the electrical model of the CS-CPW are presented. Next, the analytical approach for the calculation of the model…

IEEE Transactions on Microwave Theory and Techniques, 2020, 68 (12), pp.5014-5028. ⟨10.1109/TMTT.2020.3015974⟩. ⟨hal-02958187⟩

• Article dans une revue

AOTF-based hyperspectral imaging phase microscopy

Konstantin B. Yushkov, Justine Champagne, Jean-Claude Kastelik, Oleg Yu. Makarov, Vladimir Ya. Molchanov

Phase imaging microscopy with incoherent object illumination is convenient and affordable for biomedical research and clinics since it provides easy integration with a variety of bright-field optical microscopes. We report the design of a new hyperspectral imaging system based on a combination of a…

Biomedical optics express, 2020, 11 (12), pp.7053-7061. ⟨10.1364/BOE.406155⟩. ⟨hal-03321563⟩

• Communication dans un congrès

Distributed Clique-Based Neural Networks for Data Fusion at the Edge

Benoit Larras, Antoine Frappé

Distributed smart sensors are more and more used in applications such as biomedical or domestic monitoring. However, each sensor broadcasts data wirelessly to the others or to an aggregator, which leads to energy-hungry sensors not ensuring data privacy. To tackle both challenges, this work…

2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Aug 2020, Genova, Italy. pp.55-58, ⟨10.1109/AICAS48895.2020.9073801⟩. ⟨hal-03377032⟩

• Article dans une revue

Augmenting sensitivity of surface plasmon resonance (SPR) sensors with the aid of anti-reflective coatings (ARCs)

Das Cm, Ouyang Ql, Kang Lx, Guo Y, Dinh Xq, P. Coquet, Yong Kt

Surface plasmon resonance (SPR)-based biosensors are an integral and indispensable aspect of present-day pathology, owing to its efficient real-time and label-free detection capabilities. Enhancing the sensitivity of these sensors is of paramount importance as it indirectly affects the detection…

Photonics Nanostruct., 2020, 38, pp.100760. ⟨10.1016/j.photonics.2019.100760⟩. ⟨hal-03091460⟩