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Journal Articles
- 2024
[j23]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: 106375 (2024)- 2023
- [j22]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): 2 (2023) - [j21]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): 67-74 (2023) - 2022
- [j20]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): 2777-2802 (2022) - [j19]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): 14135-14149 (2022) - [j18]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): 3283-3301 (2022) - [j17]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): 1345-1353 (2022) - [j16]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): 1811-1819 (2022) - [j15]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): 993-1013 (2022) - 2021
- [j14]Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi:
VVC In-Loop Filtering Based on Deep Convolutional Neural Network. Comput. Intell. Neurosci. 2021: 9912839:1-9912839:9 (2021) - [j13]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): 385-408 (2021) - [j12]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: 6627673:1-6627673:13 (2021) - [j11]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: 6628041:1-6628041:10 (2021) - 2020
- [j10]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): 185-196 (2020) - [j9]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): 1841-1856 (2020) - [j8]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): 1971-1981 (2020) - 2019
- [j7]Fatma Ezahra Sayadi, Marwa Chouchene, Haythem Bahri, Randa Khemiri, Mohamed Atri:
CUDA memory optimisation strategies for motion estimation. IET Comput. Digit. Tech. 13(1): 20-27 (2019) - 2018
- [j6]Olfa Haggui, Claude Tadonki, Lionel Lacassagne, Fatma Sayadi, Bouraoui Ouni:
Harris corner detection on a NUMA manycore. Future Gener. Comput. Syst. 88: 442-452 (2018) - [j5]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): 243-253 (2018) - 2017
- [j4]Haythem Bahri, Fatma Sayadi, Randa Khemiri, Marwa Chouchene, Mohamed Atri:
Image feature extraction algorithm based on CUDA architecture: case study GFD and GCFD. IET Comput. Digit. Tech. 11(4): 125-132 (2017) - 2015
- [j3]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): 393-404 (2015) - 2014
- [j2]Marwa Chouchene, Fatma Ezahra Sayadi, Yahia F. 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): 105-117 (2014) - 2006
- [j1]Fatma Sayadi, Emmanuel Casseau, Mohamed Atri, Mehrez Marzougui, Rached Tourki, Eric Martin:
G729 Voice Decoder Design. J. VLSI Signal Process. 42(2): 173-184 (2006)
Conference and Workshop Papers
- 2024
- [c19]Souha Bel hadj Salah, Marwa Chouchene, Fatma Ezahra Sayadi:
FPGA implementation of a Convolutional Neural Network for Alzheimer's disease classification. SSD 2024: 193-198 - [c18]Marah El Askri, Riadh Bchir, Hend Basly, Fatma Ezahra Sayadi:
Comparison of RNN-Based Models for Sign Language Recognition and Translation. CoDIT 2024: 1861-1866 - [c17]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: 1-5 - [c16]Hend Basly, Mohamed Amine Zayene, Fatma Ezahra Sayadi:
Multi Modal Aware Transformer Network for Effective Daily Life Human Action Recognition. ICCSA (1) 2024: 165-179 - 2022
- [c15]Maraoui Amna, Werda Imen, Omran Nacir, Fatma Ezahra Sayadi:
SVM-Based method to reduce HEVC CU partition complexity. SSD 2022: 480-484 - 2021
- [c14]Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi:
Rate-Distortion Performance Comparison: VVC vs. HEVC. SSD 2021: 440-444 - [c13]Maraoui Amna, Werda Imen, Fatma Ezahra Sayadi:
LeNet5-Based approach for fast intra coding. ISIVC 2021: 1-4 - 2020
- [c12]Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri:
SVM-based Inter Prediction Mode Decision for HEVC. SSD 2020: 12-16 - [c11]Soulef Bouaafia, Randa Khemiri, Fatma Ezahra Sayadi, Mohamed Atri, Noureddine Liouane:
A Deep CNN-LSTM Framework for Fast Video Coding. ICISP 2020: 205-212 - [c10]Hend Basly, Wael Ouarda, Fatma Ezahra Sayadi, Bouraoui Ouni, Adel M. Alimi:
CNN-SVM Learning Approach Based Human Activity Recognition. ICISP 2020: 271-281 - 2019
- [c9]Olfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni:
Memory Efficient Deployment of an Optical Flow Algorithm on GPU Using OpenMP. ICIAP (2) 2019: 477-487 - [c8]Olfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni:
Efficient GPU Implementation of Lucas-Kanade through OpenACC. VISIGRAPP (5: VISAPP) 2019: 768-775 - 2018
- [c7]Haythem Bahri, Marwa Chouchene, Randa Khemiri, Fatma Sayadi, Mohamed Atri:
Fast Moving Human Detection Using Fourier and HOG Descriptors Based CUDA. SSD 2018: 202-207 - [c6]Olfa Haggui, Claude Tadonki, Fatma Sayadi, Bouraoui Ouni:
Evaluation of an OPENMP Parallelization of Lucas-Kanade on a NUMA-Manycore. SBAC-PAD 2018: 436-441 - 2016
- [c5]Randa Khemiri, Nejmeddine Bahri, Fatma Belghith, Fatma Ezahra Sayadi, Mohamed Atri, Nouri Masmoudi:
Fast motion estimation for HEVC video coding. IPAS 2016: 1-4 - 2014
- [c4]Randa Khemiri, Fatma Sayadi, Taoufik Saidani, Marwa Chouchene, Haythem Bahri, Rached Tourki:
Parallel implementation of the discrete wavelet transform on graphics processing units. ATSIP 2014: 111-114 - [c3]Randa Khemiri, Fatma Sayadi, Mohamed Atri, Rached Tourki:
MatLab acceleration for DWT "Daubechies 9/7" for JPEG2000 standard on GPU. GSCIT 2014: 1-4 - 2013
- [c2]Marwa Chouchene, Fatma Ezahra Sayadi, Mohamed Atri, Rached Tourki:
Integral image computation on GPU. SSD 2013: 1-4 - 2007
- [c1]Fatma Sayadi, Mohamed Atri, Rached Tourki:
Rapid Prototyping IP for Autocorrelation Computation. ICECS 2007: 298-301
Coauthor Index
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