Efficient implementation of sobel filter based on GPUs cards. - Mouna Afif; Yahia F. Said; Haythem Bahri; Mohamed Atri (IPAS, 2016)

Indoor Object C1assification for Autonomous Navigation Assistance Based on Deep CNN Model. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Edwige E. Pissaloux; Mohamed Atri (M&N, 2019)

Recognizing signs and doors for Indoor Wayfinding for Blind and Visually Impaired Persons. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Edwige E. Pissaloux; Mohamed Atri (ATSIP, 2020)

pedestrian detection for advanced driving assisting system: a transfer learning approach. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Abdessalem Ben Abdelaali (ATSIP, 2020)

Transfer-Deep Learning Application for Ultrasonic Computed Tomographic Image Classification. - Marwa Fradi; Mouna Afif; El-hadi Zahzeh; Kais Bouallegue; Mohsen Machhout (ICCAD, 2020)

Traffic Sign Recognition Based On Scaled Convolutional Neural Network For Advanced Driver Assistance System. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Abdessalem Ben Abdelali (IPAS, 2020)

Computer vision algorithms acceleration using graphic processors NVIDIA CUDA. - Mouna Afif; Yahia F. Said; Mohamed Atri (Clust. Comput., 2020)

Indoor objects detection and recognition for an ICT mobility assistance of visually impaired people. - Mouna Afif; Riadh Ayachi; Edwige E. Pissaloux; Yahia F. Said; Mohamed Atri (Multim. Tools Appl., 2020)

Deep Learning Based Application for Indoor Scene Recognition. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (Neural Process. Lett., 2020)

An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Edwige E. Pissaloux; Mohamed Atri (Neural Process. Lett., 2020)

Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Mohamed Atri (Neural Process. Lett., 2020)

Indoor sign Detection System for Indoor Assistance Navigation. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (SSD, 2021)

Drivers Fatigue Detection Using EfficientDet In Advanced Driver Assistance Systems. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Abdessalem Ben Abdelali (SSD, 2021)

Real-Time Implementation of Traffic Signs Detection and Identification Application on Graphics Processing Units. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Abdessalem Ben Abdelali (Int. J. Pattern Recognit. Artif. Intell., 2021)

Deep learning-based application for indoor wayfinding assistance navigation. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (Multim. Tools Appl., 2021)

A Transfer Learning Approach for Indoor Object Identification. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (SN Comput. Sci., 2021)

Indoor objects detection system implementation using multi-graphic processing units. - Mouna Afif; Riadh Ayachi; Mohamed Atri (Clust. Comput., 2022)

An edge implementation of a traffic sign detection system for Advanced driver Assistance Systems. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Abdessalem Ben Abdelali (Int. J. Intell. Robotics Appl., 2022)

An evaluation of EfficientDet for object detection used for indoor robots assistance navigation. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (J. Real Time Image Process., 2022)

An efficient object detection system for indoor assistance navigation using deep learning techniques. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Edwige E. Pissaloux; Mohamed Atri (Multim. Tools Appl., 2022)

Correction to: An efficient object detection system for indoor assistance navigation using deep learning techniques. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Edwige E. Pissaloux; Mohamed Atri (Multim. Tools Appl., 2022)

Deep learning-based technique for lesions segmentation in CT scan images for COVID-19 prediction. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (Multim. Tools Appl., 2023)

An indoor scene recognition system based on deep learning evolutionary algorithms. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (Soft Comput., 2023)

Deep embedded lightweight CNN network for indoor objects detection on FPGA. - Mouna Afif; Riadh Ayachi; Yahia F. Said; Mohamed Atri (J. Parallel Distributed Comput., 2025)

Lightweight path aggregation network for pedestrian detection on FPGA board. - Riadh Ayachi; Mouna Afif; Yahia F. Said; Abdessalem Ben Abdelali (J. Parallel Distributed Comput., 2025)