Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images. - Fabian Lecron; Sidi Ahmed Mahmoudi; Mohammed Benjelloun; Saïd Mahmoudi; Pierre Manneback (Int. J. Biomed. Imaging, 2011)

A new self-adapting architecture for feature detection. - Paulo Da Cunha Possa; Sidi Ahmed Mahmoudi; Naim Harb; Carlos Valderrama 001 (FPL, 2012)

Efficient exploitation of heterogeneous platforms for images features extraction. - Sidi Ahmed Mahmoudi; Pierre Manneback (IPTA, 2012)

Traitement d'images sur architectures parallèles et hétérogènes. - Sidi Ahmed Mahmoudi; Pierre Manneback; Cédric Augonnet; Samuel Thibault (Tech. Sci. Informatiques, 2012)

Real-Time GPU-Based Motion Detection and Tracking Using Full HD Videos. - Sidi Ahmed Mahmoudi; Michal Kierzynka; Pierre Manneback (INTETAIN, 2013)

A Portable Multi-CPU/Multi-GPU Based Vertebra Localization in Sagittal MR Images. - Mohamed Amine Larhmam; Sidi Ahmed Mahmoudi; Mohammed Benjelloun; Saïd Mahmoudi; Pierre Manneback (ICIAR (2), 2014)

Multi-GPU based event detection and localization using high definition videos. - Sidi Ahmed Mahmoudi; Pierre Manneback (ICMCS, 2014)

A Multi-Resolution FPGA-Based Architecture for Real-Time Edge and Corner Detection. - Paulo Ricardo Possa; Sidi Ahmed Mahmoudi; Naim Harb; Carlos Valderrama 001; Pierre Manneback (IEEE Trans. Computers, 2014)

Multi-CPU/Multi-GPU Based Framework for Multimedia Processing. - Sidi Ahmed Mahmoudi; Pierre Manneback (CIIA, 2015)

Multi-GPU based framework for real-time motion analysis and tracking in multi-user scenarios. - Sidi Ahmed Mahmoudi (EAI Endorsed Trans. Creative Technol., 2015)

Real Time GPU-Based Segmentation and Tracking of the Left Ventricle on 2D Echocardiography. - Sidi Ahmed Mahmoudi; Mohammed Ammar; Guillaume Luque Joris; Amine Abbou (IWBBIO, 2016)

Cloud-based platform for computer vision applications. - Sidi Ahmed Mahmoudi; Mohammed El Adoui; Mohammed Amin Belarbi; Mohamed Amine Larhmam; Fabian Lecron (ICSDE, 2017)

Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning. - Mohammed Benjelloun; Mohammed El Adoui; Mohamed Amine Larhmam; Sidi Ahmed Mahmoudi (Cloudtech, 2018)

Towards a Semantic Video Analysis using Deep Learning and Ontology. - Jemai Bornia; Sidi Ahmed Mahmoudi; Ali Frihida; Pierre Manneback (Cloudtech, 2018)

Internet of Things: learning and practices. Application to Smart City. - Olivier Debauche; Saïd Mahmoudi; Sidi Ahmed Mahmoudi (Cloudtech, 2018)

Robust Facial Recognition Using Extended Local Binary Patterns. - Gafour Yacine; Djamel Berrabah; Sidi Ahmed Mahmoudi (Cloudtech, 2018)

Internet of Things: Learning and practices. Application to smart home. - Olivier Debauche; Saïd Mahmoudi; Mohammed Amin Belarbi; Mohammed El Adoui; Sidi Ahmed Mahmoudi (CommNet, 2018)

Cloud Platform using Big Data and HPC Technologies for Distributed and Parallels Treatments. - Olivier Debauche; Sidi Ahmed Mahmoudi; Saïd Mahmoudi; Pierre Manneback (EUSPN/ICTH, 2018)

Towards a smart selection of resources in the cloud for low-energy multimedia processing. - Sidi Ahmed Mahmoudi; Mohammed Amin Belarbi; Saïd Mahmoudi; Ghalem Belalem (Concurr. Comput. Pract. Exp., 2018)

WT_DMDA new scheduling strategy for conjugate gradient solver on heterogeneous architecture. - Najlae Kasmi; Mostapha Zbakh; Sidi Ahmed Mahmoudi; Pierre Manneback (Int. J. Auton. Comput., 2018)

MRI Breast Tumor Segmentation Using Different Encoder and Decoder CNN Architectures. - Mohammed El Adoui; Sidi Ahmed Mahmoudi; Mohamed Amine Larhmam; Mohammed Benjelloun (Comput., 2019)

Cloud-Based Image Retrieval Using GPU Platforms. - Sidi Ahmed Mahmoudi; Mohammed Amin Belarbi; El Wardani Dadi; Saïd Mahmoudi; Mohammed Benjelloun (Comput., 2019)

Deep Learning and Approach for Tracking People's Movements in a Video. - Jemai Bornia; Ali Frihida; Olivier Debauche; Sidi Ahmed Mahmoudi; Pierre Manneback (Cloudtech, 2020)

Deployment of Containerized Deep Learning Applications in the Cloud. - Rim Doukha; Sidi Ahmed Mahmoudi; Mostapha Zbakh; Pierre Manneback (Cloudtech, 2020)

Big Data Storage and Analysis for Smart Farming. - Fabrice Nolack Fote; Saïd Mahmoudi; Amine Roukh; Sidi Ahmed Mahmoudi (Cloudtech, 2020)

A Model Of A Biometric Recognition System Based On The Hough Transform Of Libor Masek and 1-D Log-Gabor Filter. - Hammou Djalal Rafik; Sidi Ahmed Mahmoudi; Reda Adjoudj; Mechab Boubaker (Cloudtech, 2020)

Edge AI-IoT Pivot Irrigation, Plant Diseases, and Pests Identification. - Olivier Debauche; Saïd Mahmoudi; Meryem Elmoulat; Sidi Ahmed Mahmoudi; Pierre Manneback; Frédéric Lebeau (EUSPN/ICTH, 2020)

Edge Computing and Artificial Intelligence for Landslides Monitoring. - Meryem Elmoulat; Olivier Debauche; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Pierre Manneback; Frédéric Lebeau (EUSPN/ICTH, 2020)

Toward a Big Data Knowledge-Base Management System for Precision Livestock Farming. - Fabrice Nolack Fote; Amine Roukh; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Olivier Debauche (EUSPN/ICTH, 2020)

Big Data Processing Architecture for Smart Farming. - Amine Roukh; Fabrice Nolack Fote; Sidi Ahmed Mahmoudi; Saïd Mahmoudi (EUSPN/ICTH, 2020)

Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring. - Olivier Debauche; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Pierre Manneback; Jérôme Bindelle; Frédéric Lebeau (FNC/MobiSPC, 2020)

A new Edge Architecture for AI-IoT services deployment. - Olivier Debauche; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Pierre Manneback; Frédéric Lebeau (FNC/MobiSPC, 2020)

Edge Computing and Artificial Intelligence Semantically Driven. Application to a Climatic Enclosure. - Olivier Debauche; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Pierre Manneback; Frédéric Lebeau (FNC/MobiSPC, 2020)

WALLeSMART: Cloud Platform for Smart Farming. - Amine Roukh; Fabrice Nolack Fote; Sidi Ahmed Mahmoudi; Saïd Mahmoudi (SSDBM, 2020)

Cloud architecture for plant phenotyping research. - Olivier Debauche; Sidi Ahmed Mahmoudi; Nicolas De Cock; Saïd Mahmoudi; Pierre Manneback; Frédéric Lebeau (Concurr. Comput. Pract. Exp., 2020)

Multimedia processing using deep learning technologies, high-performance computing cloud resources, and Big Data volumes. - Sidi Ahmed Mahmoudi; Mohammed Amin Belarbi; Saïd Mahmoudi; Ghalem Belalem; Pierre Manneback (Concurr. Comput. Pract. Exp., 2020)

Data management and internet of things : A methodological review in smart farming. - Olivier Debauche; Jean-Philippe Trani; Saïd Mahmoudi; Pierre Manneback; Jérôme Bindelle; Sidi Ahmed Mahmoudi; Adriano Guttadauria; Frédéric Lebeau (Internet Things, 2021)

Towards Landslides Early Warning System With Fog - Edge Computing And Artificial Intelligence*. - Olivier Debauche; Meryem Elmoulat; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Adriano Guttadauria; Pierre Manneback; Frédéric Lebeau (J. Ubiquitous Syst. Pervasive Networks, 2021)

A New Comparative Study of Dimensionality Reduction Methods in Large-Scale Image Retrieval. - Mohammed Amin Belarbi; Saïd Mahmoudi; Ghalem Belalem; Sidi Ahmed Mahmoudi; Aurélie Cools (Big Data Cogn. Comput., 2022)

Multi-Biometric Iris Recognition System Using Consensus Between Convolutional Neural Network Architectures. - Hammou Djalal Rafik; Sidi Ahmed Mahmoudi; Reda Adjoudj (Int. J. Organ. Collect. Intell., 2022)

Architecture to Distribute Deep Learning Models on Containers and Virtual Machines for Industry 4.0. - Jean-Sébastien Lerat; Sidi Ahmed Mahmoudi (CloudTech, 2023)

A Novel Approach for Recognizing Occluded Objects Using Feature Pyramid Network Based on Occlusion Rate Analysis. - Zainab Ouardirhi; Sidi Ahmed Mahmoudi; Mostapha Zbakh (CloudTech, 2023)

Multimodal Approach for Harmonized System Code Prediction. - Otmane Amel; Sédrick Stassin; Sidi Ahmed Mahmoudi; Xavier Siebert (ESANN, 2023)

Similarity versus Supervision: Best Approaches for HS Code Prediction. - Sédrick Stassin; Otmane Amel; Sidi Ahmed Mahmoudi; Xavier Siebert (ESANN, 2023)

Explaining through Transformer Input Sampling. - Alexandre Englebert; Sédrick Stassin; Géraldin Nanfack; Sidi Ahmed Mahmoudi; Xavier Siebert; Olivier Cornu; Christophe De Vleeschouwer (ICCV (Workshops), 2023)

Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. - Mohamed Benkedadra; Matei Mancas; Sidi Ahmed Mahmoudi (IMX, 2023)

Single node deep learning frameworks: Comparative study and CPU/GPU performance analysis. - Jean-Sébastien Lerat; Sidi Ahmed Mahmoudi; Saïd Mahmoudi (Concurr. Comput. Pract. Exp., 2023)

Automatic anomalies detection and labeling from complete mammographies: a retrospective study. - Xavier Lessage; Bilal Hammas; Saïd Mahmoudi; Salvatore Murgo; Sidi Ahmed Mahmoudi (ICBEA, 2024)

CIA: Controllable Image Augmentation Framework Based on Stable Diffusion. - Mohamed Benkedadra; Dany Rimez; Tiffanie Godelaine; Natarajan Chidambaram; Hamed Razavi Khosroshahi; Horacio Tellez; Matei Mancas; Benoît Macq; Sidi Ahmed Mahmoudi (MIPR, 2024)

FuDensityNet: Fusion-Based Density-Enhanced Network for Occlusion Handling. - Zainab Ouardirhi; Otmane Amel; Mostapha Zbakh; Sidi Ahmed Mahmoudi (VISIGRAPP (3): VISAPP, 2024)

Machine learning-driven energy-efficient load balancing for real-time heterogeneous systems. - Taha Abdelazziz Rahmani; Ghalem Belalem; Sidi Ahmed Mahmoudi; Omar Rafik Merad Boudia (Clust. Comput., 2024)

Equalizer: Energy-efficient machine learning-based heterogeneous cluster load balancer. - Taha Abdelazziz Rahmani; Ghalem Belalem; Sidi Ahmed Mahmoudi; Omar Rafik Merad Boudia (Concurr. Comput. Pract. Exp., 2024)

Edge AI System for Real-Time and Explainable Forest Fire Detection Using Compressed Deep Learning Models. - Sidi Ahmed Mahmoudi; Maxime Gloesener; Mohamed Benkedadra; Jean-Sébastien Lerat (VISIGRAPP (3): VISAPP, 2025)