An evaluation of retinanet on indoor object detection for blind and visually impaired persons assistance navigation M Afif, R Ayachi, Y Said, E Pissaloux, M Atri Neural Processing Letters 51, 2265-2279, 2020 | 114 | 2020 |
Traffic signs detection for real-world application of an advanced driving assisting system using deep learning R Ayachi, M Afif, Y Said, M Atri Neural Processing Letters 51 (1), 837-851, 2020 | 89 | 2020 |
Deep learning based application for indoor scene recognition M Afif, R Ayachi, Y Said, M Atri Neural Processing Letters 51, 2827-2837, 2020 | 68 | 2020 |
Strided convolution instead of max pooling for memory efficiency of convolutional neural networks R Ayachi, M Afif, Y Said, M Atri Proceedings of the 8th International Conference on Sciences of Electronics …, 2020 | 68 | 2020 |
Indoor objects detection and recognition for an ICT mobility assistance of visually impaired people M Afif, R Ayachi, E Pissaloux, Y Said, M Atri Multimedia Tools and Applications 79, 31645-31662, 2020 | 60 | 2020 |
Indoor image recognition and classification via deep convolutional neural network M Afif, R Ayachi, Y Said, E Pissaloux, M Atri Proceedings of the 8th International Conference on Sciences of Electronics …, 2020 | 38 | 2020 |
A convolutional neural network to perform object detection and identification in visual large-scale data R Ayachi, Y Said, M Atri Big Data 9 (1), 41-52, 2021 | 37 | 2021 |
Pedestrian Detection Based on Light-Weighted Separable Convolution for Advanced Driver Assistance Systems R Ayachi, Y Said, A Ben Abdelali Neural Processing Letters, 1-14, 2020 | 37 | 2020 |
Drivers fatigue detection using efficientdet in advanced driver assistance systems R Ayachi, M Afif, Y Said, AB Abdelali 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD …, 2021 | 26 | 2021 |
To perform road signs recognition for autonomous vehicles using cascaded deep learning pipeline R Ayachi, S Yahia, M Atri Artificial Intelligence Advances 1 (01), 2019 | 20 | 2019 |
Optimizing neural networks for efficient FPGA implementation: A survey R Ayachi, Y Said, A Ben Abdelali Archives of Computational Methods in Engineering 28 (7), 4537-4547, 2021 | 19 | 2021 |
Indoor object classification for autonomous navigation assistance based on deep CNN model M Afif, R Ayachi, Y Said, E Pissaloux, M Atri 2019 IEEE International Symposium on Measurements & Networking (M&N), 1-4, 2019 | 18 | 2019 |
Real-time implementation of traffic signs detection and identification application on graphics processing units R Ayachi, M Afif, Y Said, AB Abdelali International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021 | 17 | 2021 |
Recognizing signs and doors for Indoor Wayfinding for Blind and Visually Impaired Persons M Afif, R Ayachi, Y Said, E Pissaloux, M Atri 5th International Conference on Advanced Technologies for Signal and Image …, 2020 | 17 | 2020 |
Deep learning-based technique for lesions segmentation in CT scan images for COVID-19 prediction M Afif, R Ayachi, Y Said, M Atri Multimedia Tools and Applications 82 (17), 26885-26899, 2023 | 13 | 2023 |
pedestrian detection for advanced driving assisting system: a transfer learning approach R Ayachi, M Afif, Y Said, A Ben Abdelali 2020 5th International Conference on Advanced Technologies for Signal and …, 2020 | 13 | 2020 |
An efficient object detection system for indoor assistance navigation using deep learning techniques M Afif, R Ayachi, Y Said, E Pissaloux, M Atri Multimedia Tools and Applications 81 (12), 16601-16618, 2022 | 10 | 2022 |
An edge implementation of a traffic sign detection system for Advanced driver Assistance Systems R Ayachi, M Afif, Y Said, A Ben Abdelali International Journal of Intelligent Robotics and Applications 6 (2), 207-215, 2022 | 9 | 2022 |
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation M Afif, R Ayachi, Y Said, M Atri Journal of Real-Time Image Processing 19 (3), 651-661, 2022 | 9 | 2022 |
Deep learning-based application for indoor wayfinding assistance navigation M Afif, R Ayachi, Y Said, M Atri Multimedia Tools and Applications 80 (18), 27115-27130, 2021 | 9 | 2021 |