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Soulef Bouaafia
Soulef Bouaafia
Assistant Professor at the Higher Institute of Applied Sciences and Technology of Kairouan
Correu electrònic verificat a fsm.rnu.tn
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Fast CU partition-based machine learning approach for reducing HEVC complexity
S Bouaafia, R Khemiri, FE Sayadi, M Atri
Journal of Real-Time Image Processing 17, 185-196, 2020
452020
COVID-19 recognition based on patient's coughing and breathing patterns analysis: deep learning approach
L Khriji, A Ammari, S Messaoud, S Bouaafia, A Maraoui, M Machhout
2021 29th Conference of Open Innovations Association (FRUCT), 185-191, 2021
242021
Deep convolutional neural networks-based Hardware–Software on-chip system for computer vision application
S Messaoud, S Bouaafia, A Maraoui, AC Ammari, L Khriji, M Machhout
Computers & Electrical Engineering 98, 107671, 2022
212022
Deep learning-based video quality enhancement for the new versatile video coding
S Bouaafia, R Khemiri, S Messaoud, O Ben Ahmed, FE Sayadi
Neural Computing and Applications 34 (17), 14135-14149, 2022
162022
Deep pre-trained models for computer vision applications: traffic sign recognition
S Bouaafia, S Messaoud, A Maraoui, AC Ammari, L Khriji, M Machhout
2021 18th International Multi-Conference on Systems, Signals & Devices (SSD …, 2021
152021
CNN-LSTM learning approach-based complexity reduction for high-efficiency video coding standard
S Bouaafia, R Khemiri, A Maraoui, FE Sayadi
Scientific Programming 2021, 1-10, 2021
142021
COVID-19 recognition based on deep transfer learning
S Bouaafia, S Messaoud, R Khemiri, FE Sayadi
2021 IEEE International Conference on Design & Test of Integrated Micro …, 2021
122021
PYNQ FPGA hardware implementation of LeNet-5-based traffic sign recognition application
A Maraoui, S Messaoud, S Bouaafia, AC Ammari, L Khriji, M Machhout
2021 18th International Multi-Conference on Systems, Signals & Devices (SSD …, 2021
102021
A deep CNN-lstm framework for fast video coding
S Bouaafia, R Khemiri, FE Sayadi, M Atri, N Liouane
International conference on image and signal processing, 205-212, 2020
92020
Virtual healthcare center for COVID-19 patient detection based on artificial intelligence approaches
S Messaoud, S Bouaafia, A Maraoui, L Khriji, AC Ammari, M Machhout
Canadian Journal of Infectious Diseases and Medical Microbiology 2022, 2022
82022
Network slicing for industrial IoT and industrial wireless sensor network: Deep federated learning approach and its implementation challenges
S Messaoud, S Bouaafia, A Bradai, MA Hajjaji, A Mtibaa, M Atri
Emerging Trends in Wireless Sensor Networks, 2022
72022
VVC in-loop filtering based on deep convolutional neural network
S Bouaafia, S Messaoud, R Khemiri, FE Sayadi
Computational Intelligence and Neuroscience 2021, 2021
72021
Rate-distortion performance comparison: VVC vs. HEVC
S Bouaafia, R Khemiri, FE Sayadi
2021 18th International Multi-Conference on Systems, Signals & Devices (SSD …, 2021
52021
DTL-I-ResNet18: Facial emotion recognition based on deep transfer learning and improved ResNet18
R Helaly, S Messaoud, S Bouaafia, MA Hajjaji, A Mtibaa
Signal, Image and Video Processing 17 (6), 2731-2744, 2023
42023
Fast Motion Estimation’s Configuration Using Diamond Pattern and ECU, CFM, and ESD Modes for Reducing HEVC Computational Complexity
R Khemiri, N Bahri, F Belghith, S Bouaafia, FE Sayadi, M Atri, ...
Digital Imaging, 2019
42019
Complexity analysis of new future video coding (FVC) standard technology
S Bouaafia, R Khemiri, S Messaoud, FE Sayadi
International Journal of Digital Multimedia Broadcasting 2021, 1-13, 2021
32021
SVM-based inter prediction mode decision for HEVC
S Bouaafia, R Khemiri, FE Sayadi, M Atri
2020 17th International Multi-Conference on Systems, Signals & Devices (SSD …, 2020
32020
Performance Analysis of OpenCL and CUDA Programming Models for the High Efficiency Video Coding
R Khemiri, S Bouaafia, A Bahba, M Nasr, FE Sayadi
Digital Image Processing Applications, 2021
22021
Secure convolutional neural network-based internet-of-healthcare applications
L Khriji, S Bouaafia, S Messaoud, AC Ammari, M Machhout
IEEE Access, 2023
12023
Deep CNN Co-design for HEVC CU Partition Prediction on FPGA–SoC
S Bouaafia, R Khemiri, S Messaoud, FE Sayadi
Neural Processing Letters 54 (4), 3283-3301, 2022
12022
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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