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Mouna Afif

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2020 – today

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2023
[j15]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
Deep learning-based technique for lesions segmentation in CT scan images for COVID-19 prediction. Multim. Tools Appl. 82(17): 26885-26899 (2023)
[j14]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
An indoor scene recognition system based on deep learning evolutionary algorithms. Soft Comput. 27(21): 15581-15594 (2023)
2022
[j13]
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  - journals/cluster/AfifAA22
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Mouna Afif, Riadh Ayachi, Mohamed Atri:
Indoor objects detection system implementation using multi-graphic processing units. Clust. Comput. 25(1): 469-483 (2022)
[j12]
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  - journals/ijira/AyachiASA22
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Riadh Ayachi, Mouna Afif, Yahia F. Said, Abdessalem Ben Abdelali:
An edge implementation of a traffic sign detection system for Advanced driver Assistance Systems. Int. J. Intell. Robotics Appl. 6(2): 207-215 (2022)
[j11]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation. J. Real Time Image Process. 19(3): 651-661 (2022)
[j10]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Edwige E. Pissaloux, Mohamed Atri:
An efficient object detection system for indoor assistance navigation using deep learning techniques. Multim. Tools Appl. 81(12): 16601-16618 (2022)
[j9]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Edwige E. Pissaloux, Mohamed Atri:
Correction to: An efficient object detection system for indoor assistance navigation using deep learning techniques. Multim. Tools Appl. 81(12): 16619 (2022)
2021
[j8]
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  - journals/ijprai/AyachiASA21
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Riadh Ayachi, Mouna Afif, Yahia F. Said, Abdessalem Ben Abdelali:
Real-Time Implementation of Traffic Signs Detection and Identification Application on Graphics Processing Units. Int. J. Pattern Recognit. Artif. Intell. 35(7): 2150024:1-2150024:20 (2021)
[j7]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
Deep learning-based application for indoor wayfinding assistance navigation. Multim. Tools Appl. 80(18): 27115-27130 (2021)
[j6]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
A Transfer Learning Approach for Indoor Object Identification. SN Comput. Sci. 2(6): 424 (2021)
[c8]
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  - conf/IEEEssd/AyachiASA21
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Riadh Ayachi, Mouna Afif, Yahia F. Said, Abdessalem Ben Abdelali:
Drivers Fatigue Detection Using EfficientDet In Advanced Driver Assistance Systems. SSD 2021: 738-742
[c7]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
Indoor sign Detection System for Indoor Assistance Navigation. SSD 2021: 1383-1387
2020
[j5]
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  - journals/cluster/AfifSA20
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Mouna Afif, Yahia F. Said, Mohamed Atri:
Computer vision algorithms acceleration using graphic processors NVIDIA CUDA. Clust. Comput. 23(4): 3335-3347 (2020)
[j4]
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Mouna Afif, Riadh Ayachi, Edwige E. Pissaloux, Yahia F. Said, Mohamed Atri:
Indoor objects detection and recognition for an ICT mobility assistance of visually impaired people. Multim. Tools Appl. 79(41-42): 31645-31662 (2020)
[j3]
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Riadh Ayachi, Mouna Afif, Yahia F. Said, Mohamed Atri:
Traffic Signs Detection for Real-World Application of an Advanced Driving Assisting System Using Deep Learning. Neural Process. Lett. 51(1): 837-851 (2020)
[j2]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Edwige E. Pissaloux, Mohamed Atri:
An Evaluation of RetinaNet on Indoor Object Detection for Blind and Visually Impaired Persons Assistance Navigation. Neural Process. Lett. 51(3): 2265-2279 (2020)
[j1]
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Mohamed Atri:
Deep Learning Based Application for Indoor Scene Recognition. Neural Process. Lett. 51(3): 2827-2837 (2020)
[c6]
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  - conf/atsip/AfifASPA20
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Edwige E. Pissaloux, Mohamed Atri:
Recognizing signs and doors for Indoor Wayfinding for Blind and Visually Impaired Persons. ATSIP 2020: 1-4
[c5]
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Riadh Ayachi, Mouna Afif, Yahia F. Said, Abdessalem Ben Abdelaali:
pedestrian detection for advanced driving assisting system: a transfer learning approach. ATSIP 2020: 1-5
[c4]
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  - conf/iccad2/FradiAZBM20
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Marwa Fradi, Mouna Afif, El-hadi Zahzeh, Kais Bouallegue, Mohsen Machhout:
Transfer-Deep Learning Application for Ultrasonic Computed Tomographic Image Classification. ICCAD 2020: 1-6
[c3]
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Riadh Ayachi, Mouna Afif, Yahia F. Said, Abdessalem Ben Abdelali:
Traffic Sign Recognition Based On Scaled Convolutional Neural Network For Advanced Driver Assistance System. IPAS 2020: 149-154

2010 – 2019

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2019
[c2]
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  - conf/iwmn/AfifASPA19
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Mouna Afif, Riadh Ayachi, Yahia F. Said, Edwige E. Pissaloux, Mohamed Atri:
Indoor Object C1assification for Autonomous Navigation Assistance Based on Deep CNN Model. M&N 2019: 1-4
2016
[c1]
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  - conf/ipas2/AfifSBA16
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Mouna Afif, Yahia F. Said, Haythem Bahri, Mohamed Atri:
Efficient implementation of sobel filter based on GPUs cards. IPAS 2016: 1-4

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