Fatma Ezahra Sayadi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Network

Motion Estimation

Human Activity Recognition

Top Venues

Signal Image Video Process.

J. Real Time Image Process.

Publications

Hend Basly, Mohamed Amine Zayene, Fatma Ezahra Sayadi
Multi Modal Aware Transformer Network for Effective Daily Life Human Action Recognition. ICCSA (1) (2024)
Mohamed Amine Zayene, Hend Basly, Fatma Ezahra Sayadi
Multi-View Separable Residual convolution neural Network for detecting Alzheimer's disease progression. Biomed. Signal Process. Control. 95 (2024)
Souha Bel hadj Salah, Marwa Chouchene, Fatma Ezahra Sayadi
FPGA implementation of a Convolutional Neural Network for Alzheimer's disease classification. SSD (2024)
Souha Bel hadj Salah, Marwa Chouchene, Mohamed Amine Zayene, Fatma Ezahra Sayadi
Classification of Alzheimer's diseases from PET Images Using a Convolutional Neural Network. ICCAD (2024)
Hend Basly, Mohamed Amine Zayene, Fatma Ezahra Sayadi
Spatiotemporal Self-Attention Mechanism Driven by 3D Pose to Guide RGB Cues for Daily Living Human Activity Recognition. J. Intell. Robotic Syst. 109 (1) (2023)
Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi
Fast multi-type tree partitioning for versatile video coding using machine learning. Signal Image Video Process. 17 (1) (2023)
Imen Werda, Maraoui Amna, Fatma Belghith, Fatma Ezahra Sayadi, Nouri Masmoudi
Fast HEVC intra-CU decision partition algorithm with modified LeNet-5 and AlexNet. Signal Image Video Process. 16 (7) (2022)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC. Neural Process. Lett. 54 (4) (2022)
Maraoui Amna, Werda Imen, Soulef Bouaafia, Fatma Ezahra Sayadi
Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity. Multim. Tools Appl. 81 (2) (2022)
Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi
DTR-HAR: deep temporal residual representation for human activity recognition. Vis. Comput. 38 (3) (2022)
Maraoui Amna, Werda Imen, Omran Nacir, Fatma Ezahra Sayadi
SVM-Based method to reduce HEVC CU partition complexity. SSD (2022)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi
Deep learning-based video quality enhancement for the new versatile video coding. Neural Comput. Appl. 34 (17) (2022)
Imen Werda, Amna Maraoui, Fatma Belghith, Fatma Ezahra Sayadi, Nouri Masmoudi
HEVC coding unit decision based on machine learning. Signal Image Video Process. 16 (5) (2022)
Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi
LAHAR-CNN: human activity recognition from one image using convolutional neural network learning approach. Int. J. Biom. 13 (4) (2021)
Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
Complexity Analysis of New Future Video Coding (FVC) Standard Technology. Int. J. Digit. Multim. Broadcast. 2021 (2021)
Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi
LeNet5-Based approach for fast intra coding. ISIVC (2021)
Soulef Bouaafia, Randa Khemiri, Maraoui Amna, Fatma Ezahra Sayadi
CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard. Sci. Program. 2021 (2021)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi
Rate-Distortion Performance Comparison: VVC vs. HEVC. SSD (2021)
Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi
VVC In-Loop Filtering Based on Deep Convolutional Neural Network. Comput. Intell. Neurosci. 2021 (2021)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
SVM-based Inter Prediction Mode Decision for HEVC. SSD (2020)
Haythem Bahri, Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri
Real-time moving human detection using HOG and Fourier descriptor based on CUDA implementation. J. Real Time Image Process. 17 (6) (2020)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
Fast CU partition-based machine learning approach for reducing HEVC complexity. J. Real Time Image Process. 17 (1) (2020)
Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi
CNN-SVM Learning Approach Based Human Activity Recognition. ICISP (2020)
Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane
A Deep CNN-LSTM Framework for Fast Video Coding. ICISP (2020)
Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi, Mohamed Atri
Fast intra-coding unit partition decision in H.266/FVC based on deep learning. J. Real Time Image Process. 17 (6) (2020)
Fatma Ezahra Sayadi, Marwa Chouchene, Haythem Bahri, Randa Khemiri, Mohamed Atri
CUDA memory optimisation strategies for motion estimation. IET Comput. Digit. Tech. 13 (1) (2019)
Randa Khemiri, Hassan Kibeya, Fatma Ezahra Sayadi, Nejmeddine Bahri, Mohamed Atri, Nouri Masmoudi
Optimisation of HEVC motion estimation exploiting SAD and SSD GPU-based implementation. IET Image Process. 12 (2) (2018)
Randa Khemiri, Nejmeddine Bahri, Fatma Belghith, Fatma Ezahra Sayadi, Mohamed Atri, Nouri Masmoudi
Fast motion estimation for HEVC video coding. IPAS (2016)
Marwa Chouchene, Fatma Ezahra Sayadi, Haythem Bahri, Julien Dubois, Johel Mitéran, Mohamed Atri
Optimized parallel implementation of face detection based on GPU component. Microprocess. Microsystems 39 (6) (2015)
Marwa Chouchene, Fatma Ezahra Sayadi, Yahia Said, Mohamed Atri, Rached Tourki
Efficient implementation of Sobel edge detection algorithm on CPU, GPU and FPGA. Int. J. Adv. Media Commun. 5 (2/3) (2014)
Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri, Rached Tourki
Integral image computation on GPU. SSD (2013)