Fatma Ezahra Sayadi

38 papers A 3C 4Journal 23Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reducing complexity in versatile video coding intra-coding through machine learning-based optimization of partitioning and prediction. Turkish J. Electr. Eng. Comput. Sci. Amina Kessentini, Amna Maraoui, Imen Werda, Fatma Ezahra Sayadi
2025	A	`conf`	A Combination of SMOTE and Mean Imputation Techniques to Predict Chemotherapy Response in Patients with Breast Cancer. ICCAD Asma Bahba, Randa Khemiri, Emna Ammar Elhadjamor, Fatma Ezahra Sayadi
2025	J	`jnl`	Alzheimer's disease detection via human activity recognition and temporal segmentation in untrimmed videos. Neurocomputing Mohamed Amine Zayene, Hend Basly, Annalisa Franco, Bachra Dridi, Fatma Ezahra Sayadi
2025	A	`conf`	Fine tuning 3D Convolutional Networks for enhanced Action Recognition. ICCAD Abir Frad, Hend Basly, Fatma Ezahra Sayadi
2024	A	`conf`	Classification of Alzheimer's diseases from PET Images Using a Convolutional Neural Network. ICCAD Souha Bel hadj Salah, Marwa Chouchene, Mohamed Amine Zayene, Fatma Ezahra Sayadi
2024	C	`conf`	Comparison of RNN-Based Models for Sign Language Recognition and Translation. CoDIT Marah El Askri, Riadh Bchir, Hend Basly, Fatma Ezahra Sayadi
2024	—	`conf`	FPGA implementation of a Convolutional Neural Network for Alzheimer's disease classification. SSD Souha Bel hadj Salah, Marwa Chouchene, Fatma Ezahra Sayadi
2024	—	`conf`	Multi Modal Aware Transformer Network for Effective Daily Life Human Action Recognition. ICCSA (1) Hend Basly, Mohamed Amine Zayene, Fatma Ezahra Sayadi
2024	J	`jnl`	Multi-View Separable Residual convolution neural Network for detecting Alzheimer's disease progression. Biomed. Signal Process. Control. Mohamed Amine Zayene, Hend Basly, Fatma Ezahra Sayadi
2024	J	`jnl`	Multi-view multi-input CNN-based architecture for diagnosis of Alzheimer's disease in its prodromal stages. Int. J. Biom. Mohamed Amine Zayene, Hend Basly, Fatma Ezahra Sayadi
2024	—	`conf`	Tunisian Sign Language Recognition and Translation Using Deep Learning. ISPR (3) Marah El Askri, Hend Basly, Riadh Bchir, Mohamed Amine Zayene, Fatma Ezahra Sayadi
2023	J	`jnl`	Fast multi-type tree partitioning for versatile video coding using machine learning. Signal Image Video Process. Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi
2023	J	`jnl`	Spatiotemporal Self-Attention Mechanism Driven by 3D Pose to Guide RGB Cues for Daily Living Human Activity Recognition. J. Intell. Robotic Syst. Hend Basly, Mohamed Amine Zayene, Fatma Ezahra Sayadi
2022	J	`jnl`	DTR-HAR: deep temporal residual representation for human activity recognition. Vis. Comput. Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi
2022	J	`jnl`	Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC. Neural Process. Lett. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
2022	J	`jnl`	Deep learning-based video quality enhancement for the new versatile video coding. Neural Comput. Appl. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi
2022	J	`jnl`	Fast HEVC intra-CU decision partition algorithm with modified LeNet-5 and AlexNet. Signal Image Video Process. Imen Werda, Maraoui Amna, Fatma Belghith, Fatma Ezahra Sayadi, Nouri Masmoudi
2022	J	`jnl`	HEVC coding unit decision based on machine learning. Signal Image Video Process. Imen Werda, Amna Maraoui, Fatma Belghith, Fatma Ezahra Sayadi, Nouri Masmoudi
2022	J	`jnl`	Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity. Multim. Tools Appl. Maraoui Amna, Werda Imen, Soulef Bouaafia, Fatma Ezahra Sayadi
2022	—	`conf`	SVM-Based method to reduce HEVC CU partition complexity. SSD Maraoui Amna, Werda Imen, Omran Nacir, Fatma Ezahra Sayadi
2021	J	`jnl`	CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard. Sci. Program. Soulef Bouaafia, Randa Khemiri, Maraoui Amna, Fatma Ezahra Sayadi
2021	J	`jnl`	Complexity Analysis of New Future Video Coding (FVC) Standard Technology. Int. J. Digit. Multim. Broadcast. Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi
2021	J	`jnl`	LAHAR-CNN: human activity recognition from one image using convolutional neural network learning approach. Int. J. Biom. Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi
2021	—	`conf`	LeNet5-Based approach for fast intra coding. ISIVC Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi
2021	—	`conf`	Rate-Distortion Performance Comparison: VVC vs. HEVC. SSD Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi
2021	J	`jnl`	VVC In-Loop Filtering Based on Deep Convolutional Neural Network. Comput. Intell. Neurosci. Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi
2020	C	`conf`	A Deep CNN-LSTM Framework for Fast Video Coding. ICISP Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane
2020	C	`conf`	CNN-SVM Learning Approach Based Human Activity Recognition. ICISP Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi
2020	J	`jnl`	Fast CU partition-based machine learning approach for reducing HEVC complexity. J. Real Time Image Process. Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
2020	J	`jnl`	Fast intra-coding unit partition decision in H.266/FVC based on deep learning. J. Real Time Image Process. Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi, Mohamed Atri
2020	J	`jnl`	Real-time moving human detection using HOG and Fourier descriptor based on CUDA implementation. J. Real Time Image Process. Haythem Bahri, Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri
2020	—	`conf`	SVM-based Inter Prediction Mode Decision for HEVC. SSD Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri
2019	J	`jnl`	CUDA memory optimisation strategies for motion estimation. IET Comput. Digit. Tech. Fatma Ezahra Sayadi, Marwa Chouchene, Haythem Bahri, Randa Khemiri, Mohamed Atri
2018	J	`jnl`	Optimisation of HEVC motion estimation exploiting SAD and SSD GPU-based implementation. IET Image Process. Randa Khemiri, Hassan Kibeya, Fatma Ezahra Sayadi, Nejmeddine Bahri, Mohamed Atri, Nouri Masmoudi
2016	C	`conf`	Fast motion estimation for HEVC video coding. IPAS Randa Khemiri, Nejmeddine Bahri, Fatma Belghith, Fatma Ezahra Sayadi, Mohamed Atri, Nouri Masmoudi
2015	J	`jnl`	Optimized parallel implementation of face detection based on GPU component. Microprocess. Microsystems Marwa Chouchene, Fatma Ezahra Sayadi, Haythem Bahri, Julien Dubois, Johel Mitéran, Mohamed Atri
2014	J	`jnl`	Efficient implementation of Sobel edge detection algorithm on CPU, GPU and FPGA. Int. J. Adv. Media Commun. Marwa Chouchene, Fatma Ezahra Sayadi, Yahia F. Said, Mohamed Atri, Rached Tourki
2013	—	`conf`	Integral image computation on GPU. SSD Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri, Rached Tourki