Thèmes de recherche developpés :

Mots clés : Embedded Vision; Image and Video Processing; System-on-Chip (SoCs) Design; Artificial Intelligence; Deep Learning; Pattern Recognition

Titre de la thése : Contribution à la Vision Embarquée pour la Sécurité et la Sûreté

Titre des 3 principales publications(des cinq dernières années) :

1. Afif, Mouna, Yahia Said, and Mohamed Atri. "Computer vision algorithms acceleration using graphic processors NVIDIA CUDA." Cluster Computing (2020): 1-13. https://doi.org/10.1007/s10586-020-03090-6

2. Ayachi, Riadh, Mouna Afif, Yahia Said, and Mohamed Atri. "Traffic signs detection for real-world application of an advanced driving assisting system using deep learning." Neural Processing Letters 51.1 (2020): 837-851. https://doi.org/10.1007/s11063-019-10115-8

3. Yahia Said and Mohamed Atri. “Efficient and high-performance pedestrian detector implementation for intelligent vehicles”. IET Intelligent Transport Systems Journal (ISSN: 1751-956X), Vol. 10, Iss. 6, pp. 438–444, (2016). DOI: 10.1049/iet-its.2015.0239.

EXPERTISES ET PRESTATIONS REALISEES

Expertise 1

Partenaire socio-économique : Northern Border University - KSA |♦|Problème traité : Design of a Face Recognition System based on Convolutional Neural Network (CNN) |♦|Résultat(s) obtenu(s) : Design of a Face Recognition System based on Convolutional Neural Network (CNN)

Expertise 2

Partenaire socio-économique : Northern Border University - KSA |♦|Problème traité : Design of Embedded Vision System based on FPGA-SoC |♦|Résultat(s) obtenu(s) : Design of Embedded Vision System based on FPGA-SoC

Expertise 3

Partenaire socio-économique : Northern Border University - KSA |♦|Problème traité : Design of Human Emotion Recognition based on Facial Expressions via Deep Learning on High-Resolution Images |♦|Résultat(s) obtenu(s) : Design of Human Emotion Recognition based on Facial Expressions via Deep Learning on High-Resolution Images

Expertise 4

Partenaire socio-économique : Northern Border University - KSA |♦|Problème traité : Design of Countries Flags Detection system using Local Context Network and Color Features |♦|Résultat(s) obtenu(s) : Design of Countries Flags Detection system using Local Context Network and Color Features

Expertise 5

Partenaire socio-économique : Northern Border University - KSA |♦|Problème traité : Design of Logos Recognition System Using Deep Convolutional Neural Network |♦|Résultat(s) obtenu(s) : Design of Logos Recognition System Using Deep Convolutional Neural Network

Expertise 6

Partenaire socio-économique : Northern Border University - KSA |♦|Problème traité : Pedestrian Detection for Advanced Driver Assistance Systems using Deep Learning Algorithms |♦|Résultat(s) obtenu(s) : Design of Pedestrian Detector for Advanced Driver Assistance Systems using Deep Learning Algorithms

Préstations ou expertises à mettre au profit du secteur économique

Classer par ordre d'importance

1. Expertise scientifique dans les disciplines: Electronique, Systèmes Embarqués, Traitement Images et vidéos, Intelligence Artificielle

2. Intelligent Embedded Vision System / Object detection and recognition for Indoor Assistance Navigation

3. Intelligent Driving Assistance System: Advanced Driving Assistance System (ADAS) using Deep Learning algorithms