Articles

1 - 

Automated Buffer Sizing of Dataflow Applications in a High-Level Synthesis Workflow

Alexandre Honorat, Mickaël Dardaillon, Hugo Miomandre, Jean-François Nezan

ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2024, 17 (1), pp.1-26.

DOI : https://doi.org/10.1145/3626103

 

2 - 

PS-NET: an end-to-end phase space depth estimation approach for computer-generated holograms

Nabil Madali, Antonin Gilles, Patrick Gioia, Luce Morin

Optics Express, 2024, 32 (2), pp.2473.

DOI : https://doi.org/10.1364/oe.501085

Pubmed : 38297776

 

3 - 

Wordlength Optimization for Custom Floating-point Systems

Quentin Milot, Mickaël Dardaillon, Justine Bonnot, Daniel Menard

Proceedings of the 2024 Conference on Design & Architectures for Signal & Image Processing (DASIP), In press.

 

4 - 

Deep-Based Film Grain Removal and Synthesis

Zoubida Ameur, Wassim Hamidouche, Edouard Francois, Milos Radosavljevic, Daniel Menard, Claire-Hélène Demarty

IEEE Transactions on Image Processing, 2023, 32, pp.5046-5059.

DOI : https://doi.org/10.1109/TIP.2023.3308726

Pubmed : 37647187

 

5 - 

Hierarchical Learning and Dummy Triplet Loss for Efficient Deepfake Detection

Nicolas Beuve, Wassim Hamidouche, Olivier Déforges

ACM Transactions on Multimedia Computing, Communications and Applications, 2023,

DOI : https://doi.org/10.1145/3626101

 

6 - 

Automatic CNN Model Partitioning for GPU/FPGA-based Embedded Heterogeneous Accelerators using Geometric Programming

Walther Carballo-Hernández, Maxime Pelcat, Maxime Pelcat, François Berry

Journal of Signal Processing Systems, 2023, 95, pp.1203-1218.

DOI : https://doi.org/10.1007/s11265-023-01898-0

 

7 - 

Flydeling: Streamlined Performance Models for Hardware Acceleration of CNNs through System Identification

Walther Carballo-Hernández, Maxime Pelcat, Shuvra S. Bhattacharyya, Ricardo Carmona-Galán, François Berry

ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2023, 8 (3), pp.1-33.

DOI : https://doi.org/10.1145/3594870

 

8 - 

Energy Consumption and Carbon Emissions of Modern Software Video Encoders

Taieb Chachou, Wassim Hamidouche, Sid Ahmed Fezza, Ghalem Belalem

IEEE consumer electronics magazine, 2023, Ieee Consumer Electronics Magazine, pp.1-16.

DOI : https://doi.org/10.1109/mce.2023.3347714

 

9 - 

Design, Hardware Implementation on FPGA and Performance Analysis of Three Chaos-Based Stream Ciphers

Fethi Dridi, Safwan El Assad, Wajih El Hadj Youssef, Mohsen Machhout

Fractal and Fractional, 2023, 7 (2), pp.197.

DOI : https://doi.org/10.3390/fractalfract7020197

 

10 - 

OpenVVC Decoder Parameterized and Interfaced Synchronous Dataflow (PiSDF) Model: Tile Based Parallelism

Naouel Haggui, Wassim Hamidouche, Fatma Belghith, Nouri Masmoudi, Jean-François Nezan

Journal of Signal Processing Systems, 2023, 95, pp.895-907.

DOI : https://doi.org/10.1007/s11265-022-01819-7

Pubmed : 36268535

 

11 - 

On the effectiveness of handcrafted features for deepfake video detection

Bachir Kaddar, Sid Ahmed Fezza, Wassim Hamidouche, Zahid Akhtar, Abdenour Hadid

Journal of Electronic Imaging, 2023, Journal of Electronic Imaging, 32 (5), pp.053033.

DOI : https://doi.org/10.1117/1.JEI.32.5.053033

 

12 - 

Automatic depth map retrieval from digital holograms using a depth-from-focus approach

Nabil Madali, Antonin Gilles, Patrick Gioia, Luce Morin

Applied optics, 2023, 62 (10), pp.D77-D89.

DOI : https://doi.org/10.1364/ao.478634

Pubmed : 37132772

 

13 - 

Automatic depth map retrieval from digital holograms using a deep learning approach

Nabil Madali, Antonin Gilles, Patrick Gioia, Luce Morin

Optics Express, 2023, 31 (3), pp.4199-4215.

DOI : https://doi.org/10.1364/oe.480561

Pubmed : 36785394

 

14 - 

PSDFH: A Phase-Space-Based Depth from Hologram Extraction Method

Nabil Madali, Antonin Gilles, Patrick Gioia, Luce Morin

Applied Sciences, 2023, 13 (4), pp.2463.

DOI : https://doi.org/10.3390/app13042463

 

15 - 

H-Seg: a horizontal reconstruction volume segmentation method for accurate depth estimation in a computer-generated hologram

Nabil Madali, Antonin Gilles, Patrick Gioia, Luce Morin

Optics Letters, 2023, 48 (12), pp.3195.

DOI : https://doi.org/10.1364/OL.487338

Pubmed : 37319060

 

16 - 

High-Level Power Estimation Techniques in Embedded Systems Hardware: an Overview

Majdi Richa, Jean-Christophe Prévotet, Mickaël Dardaillon, Mohamad Mroué, Abed Ellatif Samhat

Journal of Supercomputing, 2023, 79, pp.3771-3790.

DOI : https://doi.org/10.1007/s11227-022-04798-5

 

17 - 

Performance analysis of optimized versatile video coding software decoders on embedded platforms

Anup Saha, Wassim Hamidouche, Miguel Chavarrias, Fernando Pescador, Ibrahim Farhat

Journal of Real-Time Image Processing, 2023, Journal of Real-Time Image Processing, 20 (6), pp.120.

DOI : https://doi.org/10.1007/s11554-023-01376-7

 

18 - 

Machine Learning Based Fast QTMTT Partitioning Strategy for VVenC Encoder in Intra Coding

Ibrahim Taabane, Daniel Menard, Anass Mansouri, Ali Ahaitouf

Electronics, 2023, 12 (6), pp.1338.

DOI : https://doi.org/10.3390/electronics12061338

 

19 - 

Patch-Based Image Learned Codec using Overlapping

Marwa Tarchouli, Marc Riviere, Thomas Guionnet, Wassim Hamidouche, Meriem Outtas, Olivier Deforges

Signal & Image Processing : An International Journal, 2023, 14 (1), pp.1-21.

DOI : https://doi.org/10.5121/sipij.2023.14101

 

20 - 

2BiVQA: Double Bi-LSTM based Video Quality Assessment of UGC Videos

Ahmed Telili, Sid A. Fezza, Wassim Hamidouche, Hanene F. Z. Brachemi Meftah

ACM Transactions on Multimedia Computing, Communications and Applications, 2023, Acm Transactions On Multimedia Computing, Communications, and Applications, 20 (4), pp.1-22.

DOI : https://doi.org/10.1145/3632178

 

21 - 

Machine Learning Based Efficient QT-MTT Partitioning Scheme for VVC Intra Encoders

Alexandre Tissier, Wassim Hamidouche, Souhaiel Belhadj Dit Mdalsi, Jarno Vanne, Franck Galpin, Daniel Menard

IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33 (8), pp.4279-4293.

DOI : https://doi.org/10.1109/TCSVT.2022.3232385

 

22 - 

OMCBIR: Offline mobile content-based image retrieval with lightweight CNN optimization

X. Zhang, C. Bai, K. Kpalma

Displays, 2023, 76, pp.102355.

DOI : https://doi.org/10.1016/j.displa.2022.102355

 

23 - 

PAV-SOD: A New Task towards Panoramic Audiovisual Saliency Detection

Yi Zhang, Fang-Y. Chao, Wassim Hamidouche, Olivier Deforges

ACM Transactions on Multimedia Computing, Communications and Applications, 2023, 19 (3), pp.1-26.

DOI : https://doi.org/10.1145/3565267

 

24 - 

Predictive Uncertainty Estimation for Camouflaged Object Detection

Yi Zhang, Jing Zhang, Wassim Hamidouche, Olivier Deforges

IEEE Transactions on Image Processing, 2023, 32, pp.3580-3591.

DOI : https://doi.org/10.1109/TIP.2023.3287137

 

25 - 

EDDMF: An Efficient Deep Discrepancy Measuring Framework For Full-Reference Light Field Image Quality Assessment

Zhengyu Zhang, Shishun Tian, Wenbin Zou, Luce Morin, Lu Zhang

IEEE Transactions on Image Processing, 2023, Ieee Transactions On Image Processing, 32, pp.6426-6440.

DOI : https://doi.org/10.1109/tip.2023.3329663

Pubmed : 37966926