4 papers
Real-Time Image Processing Algorithms for Embedded Systems
Soundes Oumaima Boufaida, Abdemadjid Benmachiche, Majda Maatallah
Embedded vision systems need efficient and robust image processing algorithms to perform real-time, with resource-constrained hardware. This research investigates image processing…
Adaptive Real-Time Scheduling Algorithms for Embedded Systems
Abdelmadjid Benmachiche, Khadija Rais, Hamda Slimi
Embedded systems are becoming more in demand to work in dynamic and uncertain environments, and being confined to the strong requirements of real-time. Conventional static scheduli…
Real-Time Machine Learning for Embedded Anomaly Detection
Abdelmadjid Benmachiche, Khadija Rais, Hamda Slimi
The spread of a resource-constrained Internet of Things (IoT) environment and embedded devices has put pressure on the real-time detection of anomalies occurring at the edge. This…
Exploring Variational Autoencoders for Medical Image Generation: A Comprehensive Study
Khadija Rais, Mohamed Amroune, Abdelmadjid Benmachiche +1
Variational autoencoder (VAE) is one of the most common techniques in the field of medical image generation, where this architecture has shown advanced researchers in recent years…