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Amna Maraoui

Observed names: AMNA MARAOUI, Maraoui Amna
ORCID: 0000-0002-0448-4378
Observed ORCID: 0000-0002-0448-4378
OpenAlex ID: A5086936317
Deep convolutional neural networks-based Hardware–Software on-chip system for computer vision application
2022 · Seifeddine Messaoud, Soulef Bouaafia, et al. · Computers & Electrical Engineering · 38
Fast HEVC intra-CU decision partition algorithm with modified LeNet-5 and AlexNet
2022 · Werda Imen, Maraoui Amna, et al. · Signal Image and Video Processing · 29
COVID-19 Recognition Based on Patient's Coughing and Breathing Patterns Analysis: Deep Learning Approach
2021 · Lazhar Khriji, Ahmed Ammari, et al. · Conference of Open Innovations Association (FRUCT) · 28
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Deep Pre-trained Models for Computer Vision Applications: Traffic sign recognition
2021 · Soulef Bouaafia, Seifeddine Messaoud, et al. · International Multi-Conference on Systems, Signals & Devices (SSD) · 25
PYNQ FPGA Hardware implementation of LeNet-5-Based Traffic Sign Recognition Application
2021 · Amna Maraoui, Seifeddine Messaoud, et al. · International Multi-Conference on Systems, Signals & Devices (SSD) · 24
Fast intra-coding unit partition decision in H.266/FVC based on deep learning
2020 · Maraoui Amna, Werda Imen, et al. · Journal of Real-Time Image Processing · 18
Fast multi-type tree partitioning for versatile video coding using machine learning
2022 · Maraoui Amna, Werda Imen, et al. · Signal Image and Video Processing · 17
DCT -II Transform Hardware-Based Acceleration for VVC Standard
2021 · Werda Imen, Belghith Fatma, et al. · IEEE International Conference on Design & Test of Integrated Micro & Nano-Systems (DTS) · 17
CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard
2021 · Soulef Bouaafia, Randa Khemiri, et al. · Scientific Programming · 14
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Yolo V5 for Traffic Sign Recognition and Detection Using Transfer Learning
2022 · Omran Nacir, Maraoui Amna, et al. · International Conference on Electrical Sciences and Technologies in Maghreb · 13
Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity
2021 · Maraoui Amna, Werda Imen, et al. · Multimedia Tools and Applications · 13
LeNet5-Based approach for fast intra coding
2021 · Maraoui Amna, Werda Imen, et al. · International Symposium on Signal, Image, Video and Communications (ISIVC) · 10
Magnetic Resonance Imaging Brain Segmentation Using Bi-Directional Convolutional Long Short-Term Memory U-Net With Densely Connected Convolutions
2025 · Meshari D. Alanazi, Amna Maraoui, et al. · IEEE Access · 6
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network
2024 · Nacir Omran, Amna Maraoui, et al. · Journal of Real-Time Image Processing · 6
Fast CU partition and intra mode prediction method for HEVC
2022 · Imen Werda, Amna Maraoui, et al. · International Conference on Sciences of Electronics, Technologies of Information and Telecommunications · 6
SVM-Based method to reduce HEVC CU partition complexity
2022 · Maraoui Amna, Werda Imen, et al. · International Multi-Conference on Systems, Signals & Devices (SSD) · 6
Virtual Healthcare Center for COVID-19 Patient Detection Based on Artificial Intelligence Approaches
2022 · Seifeddine Messaoud, Soulef Bouaafia, et al. · Canadian Journal of Infectious Diseases and Medical Microbiology · 6
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HEVC coding unit decision based on machine learning
2022 · Imen Werda, Amna Maraoui, et al. · Signal Image and Video Processing · 5
Deep Learning For Intra Frame Coding
2021 · Maraoui Amna, Werda Imen, et al. · International Conference on Engineering and Emerging Technologies (ICEET) · 3
3D-HEVC Fast CCL Intra Partitioning Algorithm For Low Bitrate Applications
2025 · Nacir Omran, Rostom Kachouri, et al. · International Multi-Conference on Systems, Signals & Devices (SSD) · 2
3D-HEVC Fast Partitioning Algorithm Based on MD-CNN
2024 · Nacir Omran, Imen Werda, et al. · IEEE International Conference on Artificial Intelligence & Green Energy (ICAIGE) · 2
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Efficient Traffic Sign Recognition with YOLOv5
2024 · Imen Werda, Amna Maraoui, et al. · International Journal of Powertrains · 2
Reducing complexity in versatile video coding intra-coding through machine learning-based optimization of partitioning and prediction
2026 · AMINA KESSENTINI, AMNA MARAOUI, et al. · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 1
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Real time H264 HD intra coding process implementation on TMS320DM642 DSP
2022 · Werda Imen, Maraoui Amna, et al. · International Multi-Conference on Systems, Signals & Devices (SSD) · 1
Electrochemical Impedance Spectroscopy (EIS) based prediction of outdoor photovoltaic internal parameters via machine learning
2026 · Fadoua Bochrani, Amna Maraoui, et al. · Results in Engineering
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Works count: 32
Citation count: 292
H-index: 11
I10-index: 12
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