Fatma Sayadi

According to our database, Fatma Sayadi authored at least 37 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Spatiotemporal Self-Attention Mechanism Driven by 3D Pose to Guide RGB Cues for Daily Living Human Activity Recognition.

Hend Basly, Mohamed Amine Zayene, Fatma Ezahra Sayadi

J. Intell. Robotic Syst., September, 2023

Fast multi-type tree partitioning for versatile video coding using machine learning.

Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi

Signal Image Video Process., February, 2023

2022

DTR-HAR: deep temporal residual representation for human activity recognition.

Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi

Vis. Comput., 2022

HEVC coding unit decision based on machine learning.

Imen Werda, Amna Maraoui, Fatma Belghith, Fatma Ezahra Sayadi, Nouri Masmoudi

Signal Image Video Process., 2022

Fast HEVC intra-CU decision partition algorithm with modified LeNet-5 and AlexNet.

Imen Werda, Maraoui Amna, Fatma Belghith, Fatma Ezahra Sayadi, Nouri Masmoudi

Signal Image Video Process., 2022

Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC.

Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi

Neural Process. Lett., 2022

Deep learning-based video quality enhancement for the new versatile video coding.

Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi

Neural Comput. Appl., 2022

Machine Learning-Based approaches to reduce HEVC intra coding unit partition decision complexity.

Maraoui Amna, Werda Imen, Soulef Bouaafia, Fatma Ezahra Sayadi

Multim. Tools Appl., 2022

SVM-Based method to reduce HEVC CU partition complexity.

Maraoui Amna, Werda Imen, Omran Nacir, Fatma Ezahra Sayadi

Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

2021

CNN-LSTM Learning Approach-Based Complexity Reduction for High-Efficiency Video Coding Standard.

Soulef Bouaafia, Randa Khemiri, Maraoui Amna, Fatma Ezahra Sayadi

Sci. Program., 2021

Complexity Analysis of New Future Video Coding (FVC) Standard Technology.

Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi

Int. J. Digit. Multim. Broadcast., 2021

LAHAR-CNN: human activity recognition from one image using convolutional neural network learning approach.

Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi

Int. J. Biom., 2021

VVC In-Loop Filtering Based on Deep Convolutional Neural Network.

Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi

Comput. Intell. Neurosci., 2021

LeNet5-Based approach for fast intra coding.

Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi

Proceedings of the 10th International Symposium on Signal, Image, Video and Communications, 2021

Rate-Distortion Performance Comparison: VVC vs. HEVC.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020

Fast CU partition-based machine learning approach for reducing HEVC complexity.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri

J. Real Time Image Process., 2020

Real-time moving human detection using HOG and Fourier descriptor based on CUDA implementation.

Haythem Bahri, Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri

J. Real Time Image Process., 2020

Fast intra-coding unit partition decision in H.266/FVC based on deep learning.

Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi, Mohamed Atri

J. Real Time Image Process., 2020

A Deep CNN-LSTM Framework for Fast Video Coding.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

CNN-SVM Learning Approach Based Human Activity Recognition.

Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

SVM-based Inter Prediction Mode Decision for HEVC.

Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019

CUDA memory optimisation strategies for motion estimation.

Fatma Ezahra Sayadi, Marwa Chouchene, Haythem Bahri, Randa Khemiri, Mohamed Atri

IET Comput. Digit. Tech., 2019

Efficient GPU Implementation of Lucas-Kanade through OpenACC.

Olfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Memory Efficient Deployment of an Optical Flow Algorithm on GPU Using OpenMP.

Olfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Optimisation of HEVC motion estimation exploiting SAD and SSD GPU-based implementation.

Randa Khemiri, Hassan Kibeya, Fatma Ezahra Sayadi, Nejmeddine Bahri, Mohamed Atri, Nouri Masmoudi

IET Image Process., 2018

Harris corner detection on a NUMA manycore.

Olfa Haggui, Claude Tadonki, Lionel Lacassagne, Fatma Sayadi, Bouraoui Ouni

Future Gener. Comput. Syst., 2018

Evaluation of an OPENMP Parallelization of Lucas-Kanade on a NUMA-Manycore.

Olfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Fast Moving Human Detection Using Fourier and HOG Descriptors Based CUDA.

Haythem Bahri, Marwa Chouchene, Randa Khemiri, Fatma Sayadi, Mohamed Atri

Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017

Image feature extraction algorithm based on CUDA architecture: case study GFD and GCFD.

Haythem Bahri, Fatma Sayadi, Randa Khemiri, Marwa Chouchene, Mohamed Atri

IET Comput. Digit. Tech., 2017

2016

Fast motion estimation for HEVC video coding.

Randa Khemiri, Nejmeddine Bahri, Fatma Belghith, Fatma Ezahra Sayadi, Mohamed Atri, Nouri Masmoudi

Proceedings of the International Image Processing, Applications and Systems, 2016

2015

Optimized parallel implementation of face detection based on GPU component.

Marwa Chouchene, Fatma Ezahra Sayadi, Haythem Bahri, Julien Dubois, Johel Mitéran, Mohamed Atri

Microprocess. Microsystems, 2015

2014

Efficient implementation of Sobel edge detection algorithm on CPU, GPU and FPGA.

Marwa Chouchene, Fatma Ezahra Sayadi, Yahia Said, Mohamed Atri, Rached Tourki

Int. J. Adv. Media Commun., 2014

MatLab acceleration for DWT "Daubechies 9/7" for JPEG2000 standard on GPU.

Randa Khemiri, Fatma Sayadi, Mohamed Atri, Rached Tourki

Proceedings of the Global Summit on Computer & Information Technology, 2014

Parallel implementation of the discrete wavelet transform on graphics processing units.

Randa Khemiri, Fatma Sayadi, Taoufik Saidani, Marwa Chouchene, Haythem Bahri, Rached Tourki

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

2013

Integral image computation on GPU.

Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri, Rached Tourki

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

2007

Rapid Prototyping IP for Autocorrelation Computation.

Fatma Sayadi, Mohamed Atri, Rached Tourki

Proceedings of the 14th IEEE International Conference on Electronics, 2007

2006

G729 Voice Decoder Design.

Fatma Sayadi, Emmanuel Casseau, Mohamed Atri, Mehrez Marzougui, Rached Tourki, Eric Martin

J. VLSI Signal Process., 2006