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Communication dans un congrès

SNCF workers detection in the railway environment based on improved YOLO v5

Yahia Hathat, Djamel Samai, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed

In nearest past years object detection techniques becomes the magic key to solving several problems in computer vision, in this work, we introduce our enhanced YOLO v5 detector for detecting SNCF (National Society of France Railroad) workers in the railway environment. Our contribution in this work...

2022 7th International Conference on Image and Signal Processing and their Applications (ISPA), May 2022, Mostaganem, Algeria. pp.1-7, ⟨10.1109/ISPA54004.2022.9786027⟩. ⟨hal-03689492⟩

Communication dans un congrès

Toward Efficient FMS Scheduling Through Rules Combination Using an Optimization-Simulation Mechanism

Wassim Bouazza, Yves Sallez, Damien Trentesaux

Driven by innovations in production techniques and tools, factories are becoming more and more flexible. In addition, the growth of technologies such as the Industrial Internet of Things is making production systems holding more and more decisional nodes and entities. Thus, one of the key...

SOHOMA’21 : 11th International Workshop on Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, Nov 2021, Cluny, France. pp.559-571, ⟨10.1007/978-3-030-99108-1_40⟩. ⟨hal-03691377⟩

Article dans une revue

P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware

Ismael Balafrej, Fabien Alibart, Jean Rouat

Backpropagation algorithms on recurrent artificial neural networks require an unfolding of accumulated states over time. These states must be kept in memory for an undefined period of time which is task-dependent and costly for edge devices. This paper uses the reservoir computing paradigm where an...

Neuromorphic Computing and Engineering, 2022, 2 (2), pp.024007. ⟨10.1088/2634-4386/ac6533⟩. ⟨hal-04348637⟩

Article dans une revue

Enhancing Colistin Activity against Colistin-Resistant Escherichia coli through Combination with Alginate Nanoparticles and Small Molecules

Noura Hazime, Yanath Belguesmia, Isabelle Kempf, Alexandre Barras, Djamel Drider, Rabah Boukherroub

Bacterial resistance to antibiotics has become a major public health problem worldwide, with the yearly number of deaths exceeding 700,000. To face this well-acknowledged threat, new molecules and therapeutic methods are considered. In this context, the application of nanotechnology to fight...

Pharmaceuticals, 2022, 15 (6), pp.682. ⟨10.3390/ph15060682⟩. ⟨hal-03689287⟩

Article dans une revue

A CNN-Based Methodology for Cow Heat Analysis from Endoscopic Images

Ruiwen He, Halim Benhabiles, Feryal Windal, Gaël Even, Christophe Audebert, Agathe Decherf, Dominique Collard, Abdelmalik Taleb-Ahmed

In cattle farming, the artificial insemination technique is a biotechnology that brings to farmers a wide range of benefits namely health security, genetic gain and economic costs. The main condition for the success of artificial insemination within cattle is the heat (or estrus) detection. In this...

Applied Intelligence, 2022, 52, pp 8372-8385. ⟨10.1007/s10489-021-02910-5⟩. ⟨hal-03429750⟩

Communication dans un congrès

Towards high buffer breakdown field and high temperature stability AlGaN channel HEMTs on silicon substrate

Jash Mehta, Idriss Abid, Julien Bassaler, Julien Pernot, Philippe Ferrandis, Stephanie Rennesson, T.H. Ngo, Maud Nemoz, Sébastian Tamariz, Yvon Cordier, Fabrice Semond, F Medjdoub

The rapidly increasing power demand, downsizing of power electronics and material specific performance limitation of silicon has led to the development of AlGaN/GaN heterostructures for high power applications. In this frame, emerging AlxGa1-xN channel based heterostructures show promising features...

Compound Semiconductor Week, CSW 2022, Jun 2022, Ann Arbor MI, United States. 2 p. ⟨hal-03828829⟩