Raphaël Couturier

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

37h-index4.9kcitations425works1.62yr avg
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Research Topics

Parallel Computing and Optimization Techniques(59), Distributed and Parallel Computing Systems(58), Matrix Theory and Algorithms(46), Chaos-based Image/Signal Encryption(46), Cryptographic Implementations and Security(37)

Publications425 total

Machine learning techniques for detecting anomalies in ADS-B data in the context of low altitude aviation
Aerospace Science and Technology·2025
Procedural 3D Point Cloud Generation Pipeline for the Industrial Digital Twin
Lecture notes in computer science·2025
3DGENie: Synthetic point clouds for semantic segmentation in realistic virtual environments
Multimedia Tools and Applications·2025· 1 cited
Temperature control of an SThM micro-probe with an heat source estimator and a lock-in measurement
HAL (Le Centre pour la Communication Scientifique Directe)·2025Open Access
Text Mining and Unsupervised Deep Learning for Intrusion Detection in Smart-Grid Communication Networks
IoT·2025· 5 citedOpen Access
Efficient lightweight image compression approach for Multimedia Internet of Things
2025
SZ4IoT: an adaptive lightweight lossy compression algorithm for diverse IoT devices and data types
The Journal of Supercomputing·2025· 4 cited
Machine Learning Toolbox for Anomaly Detection in Low-Flying Aircraft Surveillance
SPIRE - Sciences Po Institutional REpository·2024
Rfca: efficient, robust and flexible cipher algorithm for fpga implementation
2024Open Access
EDaTAD: Energy-Aware Data Transmission Approach with Decision-Making for Fog Computing-Based IoT Applications
Journal of Network and Systems Management·2024· 6 citedOpen Access
Message from the PDSEC-24 Workshop Chairs
2024
Lightweight Image Crypto-Compression Using Haar Transform and Selective Encryption for Grayscale IoT Images
2024· 1 cited
Leveraging deep learning-assisted attacks against image obfuscation via federated learning
Neural Computing and Applications·2024· 3 cited
Detecting Ghost Aircraft Flooding in the Surveillance of Low-Flying Civil and Military Aircraft
2024· 3 citedOpen Access
Bridging the Reality Gap in Industrial Synthetic Datasets with Aging Texture Simulation
2024· 4 citedOpen Access
Détection d'anomalies ADS-B dans le contexte d'aéronefs basse altitude
SPIRE - Sciences Po Institutional REpository·2024Open Access
TSCAPE: time series clustering with curve analysis and projection on an Euclidean space
Connection Science·2024· 1 citedOpen Access
A deep learning object detection method to improve cluster analysis of two-dimensional data
Multimedia Tools and Applications·2024
Leveraging Computer Vision Networks for Guitar Tablature Transcription
Lecture notes in computer science·2024Open Access
Digital holographic microscopy applied to 3D computer micro-vision by using deep neural networks
Journal of the European Optical Society Rapid Publications·2024· 4 citedOpen Access
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Frequent Co-authors

Abdallah Makhoul(8), Jacques M. Bahi(8), Hassan Noura(7), Ali Chehab(7), Michel Salomon(7), Sylvain Contassot‐Vivier(6), Jean-François Fourmigué(5), Mohamad Noura(4), Ola Salman(3), Joseph Azar(3), Arnaud Bruch(3), Lama Sleem(3), Mohammad M. Mansour(3), Sophie Molina(3), Alain Lalande(3), Zhihao Chen(3), Thomas Decourselle(3), Abdul Qayyum(3), Thibaut Pommier(3), Hassan Harb(3)