Publications

• COMM

Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation

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

Object tracking is an important proxy task towards action recognition. The recent successful CNN models for detection and segmentation, such as Faster R-CNN and Mask R-CNN lead to an effective approach for tracking problem: tracking-by-detection. This very fast type of tracker takes into account…

ACIVS 2020, 20th International Conference on Advanced Concepts for Intelligent Vision Systems, Feb 2020, Auckland, New Zealand. pp529-540, ⟨10.1007/978-3-030-40605-9_45⟩. ⟨hal-02960349⟩

• COMM

Automatic generation of personalized applications based on social media

Nadia Chouchani, Mourad Abed

In this work, we present a contextual personalization method based on users' interests and social neighborhoods. It is implemented by proposing an approach to automatically generate personalized interactive applications based on social media platforms. The shared contents, designed by…

11th International Conference on Ambient Systems, Networks and Technologies, ANT 2020 / 3rd International Conference on Emerging Data and Industry 4.0, EDI40 2020 / Affiliated Workshops, Apr 2020, Warsaw, Poland. pp.825 - 830, ⟨10.1016/j.procs.2020.03.149⟩. ⟨hal-03690724⟩

• COMM

On the Discretization of Robust Exact Filtering Differentiators

Jose Eduardo Carvajal Rubio, Juan Diego Sanchez-Torres, Michael Defoort, Alexander Loukianov

The calculation of time derivatives has a state-space representation of the form of a perturbed linear system. This description enables the application of the so-called robust filtering differentiator, i.e. a non-linear state observer with extended state and homogeneous input injection terms.…

21st IFAC World Congress, Jul 2020, Berlin, Germany. pp.5153-5158, ⟨10.1016/j.ifacol.2020.12.1179⟩. ⟨hal-03405590⟩

• ART

Adapted visual analytics process for intelligent decision-making

Hela Ltifi, Emna Benmohamed, Christophe Kolski, Mounir Ben Ayed

The theoretical and practical researches on Visual Analytics for intelligent decision-making tasks have remarkably advanced in the past few years. Intelligent Decision Support Systems (IDSS) introduce effective and efficient paths from raw data to decision by involving visualization and data mining…

International Journal of Information Technology and Decision Making, 2020, 19 (1), pp.241-282. ⟨10.1142/S0219622019500470⟩. ⟨hal-03274913⟩

• REPORT

State of the art of HMI in transport industries

Livia Maria Gandini, Stefano Ricci, Frédéric Vanderhaegen, Simon Enjalbert

[Research Report] Université polytechnique Hauts-de-France. 2020. ⟨hal-03646890⟩

• COMM

Copositive Conditions for LMI-Based Controller and Observer Design

Juan Carlos Arceo Luzanilla, Jimmy Lauber

In this report we illustrate that nonlinear control and observer design can be described as a Positivstellensatz problem, we consider a quadratic candidate function to stabilize nonlinear systems that have been modeled via the nonlinear sector methodology as an exact convex representation. New…

21st IFAC World Congress, Jul 2020, Berlin, Germany. pp.7959-7964, ⟨10.1016/j.ifacol.2020.12.2195⟩. ⟨hal-03406734⟩

• ART

Review on the performances, foaming and injection molding simulation of natural fiber composites

Jianghu Zhan, Jiao Li, Guilong Wang, Yanjin Guan, Guoqun Zhao, Jun Lin, Hakim Naceur, Daniel Coutellier

Recently, natural fiber becomes an alternative to the synthetic fiber for the composites used in aerospace, automotive, sports, packaging and so on, due to its inherent characteristics like biodegradablity, renewablity, high-specific strength and specific modulus. However, there are still many…

Polymer Composites, 2020, 42 (3), pp.1305-1324. ⟨10.1002/pc.25902⟩. ⟨hal-03448890⟩

• COMM

Ethics of Autonomous Intelligent Systems in the Human Society: Cross Views from Science, Law and Science-Fiction

Damien Trentesaux, Raphaël Rault, Emmanuel Caillaud, Arnaud Huftier

The objective of this paper is to discuss issues and insights relevant to the ethical behaviour of future autonomous intelligent system merged in the human society. This discussion is done at the frontier of three domains: science, as the mean to imagine and design innovative technological…

SOHOMA 2020 : Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, Oct 2020, Paris, France. pp.246-261, ⟨10.1007/978-3-030-69373-2_17⟩. ⟨hal-03243992⟩

• ART

Numerical Study of the Toughness of Complex Metal Matrix Composite Topologies

Julie Lemesle, Cédric Hubert, Maxence Bigerelle

Fracture toughness tests (compact tension) of a dual material composed of a structured Metal Matrix Composite (MMC) (martensitic steel and titanium carbides, named MS-TiC) surrounded by martensitic steel (MS) are simulated with a Discrete Elements Model (DEM) developed with the GranOO Workbench.…

Applied Sciences, 2020, 10 (18), pp.6250. ⟨10.3390/app10186250⟩. ⟨hal-03440874⟩

• ART

Digital transformation of manufacturing. Industry of the Future with Cyber-Physical Production Systems

Theodor Borangiu, Octavian Morariu, Silviu Răileanu, Damien Trentesaux, Paulo Leitão, Jose Barata

This paper analyses the main research direction for the digital transformation of manufacturing and its important drivers: cloud services and resource virtualization that have led to the new Cloud Manufacturing (CMfg) model – an industrial replica of Cloud Computing. This model is adopted for the…

Romanian Journal of Information Science and Technology, 2020, 23 (1), pp.3-37. ⟨hal-03424105⟩