Publications
2024
Multimodal Approach for Harmonized System Code Prediction

arXiv preprint arXiv:2406.04349, 2024

Access publication
Survey on AI Applications for Product Quality Control and Predictive Maintenance in Industry 4.0

Electronics 13 (5), 976, 2024

Access publication
Enhancing Object Detection in Smart Video Surveillance: A Survey of Occlusion-Handling Approaches

Electronics 13 (3), 541, 2024

Access publication
Machine learning-driven energy-efficient load balancing for real-time heterogeneous systems

Cluster Computing, 1-26, 2024

Access publication
2023
Stream-based active distillation for scalable model deployment

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023

Access publication
A review and comparative study of explainable deep learning models applied on action recognition in real time

Electronics 12 (9), 2027, 2023

Access publication
Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis

Proceedings of the 2023 ACM International Conference on Interactive Media …, 2023

Access publication
Single node deep learning frameworks: Comparative study and CPU/GPU performance analysis

Concurrency and Computation: Practice and Experience 35 (14), e6730, 2023

Access publication
Explainability and evaluation of vision transformers: An in-depth experimental study

Electronics 13 (1), 175, 2023

Access publication
Explaining through Transformer Input Sampling

Proceedings of the IEEE/CVF International Conference on Computer Vision, 806-815, 2023

Access publication
RTLB_Sched: Real Time Load Balancing Scheduler for CPU-GPU Heterogeneous Systems

2023 International Conference on Smart Computing and Application (ICSCA), 1-6, 2023

Access publication
CARENET: A NOVEL ARCHITECTURE FOR LOW DATA REGIME MIXING CONVOLUTIONS AND ATTENTION

Access publication
An experimental investigation into the evaluation of explainability methods

arXiv preprint arXiv:2305.16361, 2023

Access publication
An Experimental Investigation into the Evaluation of Explainability Methods for Computer Vision

Communications in Computer and Information Science, 2023

Access publication
2022
Explainable deep learning for covid-19 detection using chest X-ray and CT-scan images

Healthcare informatics for fighting COVID-19 and future epidemics, 311-336, 2022

Access publication
A comparative study of reduction methods applied on a convolutional neural network

Electronics 11 (9), 1422, 2022

Access publication
Chest x-ray images analysis with deep convolutional neural networks (cnn) for covid-19 detection

Healthcare Informatics for Fighting COVID-19 and Future Epidemics, 403-423, 2022

Access publication
HBalancer: A machine learning based load balancer in real time CPU-GPU heterogeneous systems

2022 International Conference on Innovation and Intelligence for Informatics …, 2022

Access publication
A New Comparative Study of Dimensionality Reduction Methods in Large-Scale Image Retrieval

Big Data and Cognitive Computing 6 (2), 54, 2022

Access publication
Distributed deep learning: From single-node to multi-node architecture

Electronics 11 (10), 1525, 2022

Access publication
Multi-Biometric Iris Recognition System Using Consensus Between Convolutional Neural Network Architectures

International Journal of Organizational and Collective Intelligence (IJOCI …, 2022

Access publication
A new coronary artery stenosis detection method with a hybrid LSTM-CNN model

The International Conference on Artificial Intelligence and Smart …, 2022

Access publication
An Efficient real-time Moroccan automatic license plate recognition system based on the YOLO object detector

International Conference On Big Data and Internet of Things, 290-302, 2022

Access publication
A New Edge Computing Architecture for IoT and Multimedia Data Management. Information 2022, 13, 89

mdpi. com, 2022

Access publication
2021
Enhanced Road Lane Detection Facing Sun Glare

Journal of Mobile Multimedia, 773-788, 2021

Access publication
Data management and internet of things: A methodological review in smart farming

Internet of Things 14, 100378, 2021

Access publication
Wheat varieties identification based on a deep learning approach

Journal of the Saudi Society of Agricultural Sciences 20 (5), 281-289, 2021

Access publication
Big Data Storage and Analysis for Smart Farming

2020 5th International Conference on Cloud Computing and Artificial …, 2021

Access publication
Towards landslides early warning system with fog-edge computing and artificial intelligence

International Journal of Ubiquitous Systems and Pervasive Networks 15 (2), 2021

Access publication
Deployment of Containerized Deep Learning Applications in the Cloud

2020 5th International Conference on Cloud Computing and Artificial …, 2021

Access publication
A Model Of A Biometric Recognition System Based On The Hough Transform Of Libor Masek and 1-D Log-Gabor Filter

2020 5th International Conference on Cloud Computing and Artificial …, 2021

Access publication
Deep learning and tensorflow for tracking people’s movements in a video

5th International Conference on Cloud Computing and Artificial Intelligence …, 2021

Access publication
2020
A new edge architecture for ai-iot services deployment

Procedia Computer Science 175, 10-19, 2020

Access publication
Edge computing and artificial intelligence for real-time poultry monitoring

Procedia computer science 175, 534-541, 2020

Access publication
Edge AI-IoT pivot irrigation, plant diseases, and pests identification

Procedia Computer Science 177, 40-48, 2020

Access publication
Big data processing architecture for smart farming

Procedia Computer Science 177, 78-85, 2020

Access publication
Toward a big data knowledge-base management system for precision livestock farming

Procedia computer science 177, 136-142, 2020

Access publication
Edge computing and artificial intelligence for landslides monitoring

Procedia Computer Science 177, 480-487, 2020

Access publication
Automated recognition of white blood cells using deep learning

Biomedical Engineering Letters 10, 359-367, 2020

Access publication
Multimedia processing using deep learning technologies, high‐performance computing cloud resources, and Big Data volumes

Concurrency and Computation: Practice and Experience 32 (17), e5699, 2020

Access publication
Edge computing for cattle behavior analysis

2020 Second International Conference on Embedded & Distributed Systems (EDiS …, 2020

Access publication
Cloud architecture for plant phenotyping research

Concurrency and Computation: Practice and Experience 32 (17), e5661, 2020

Access publication
Edge computing and artificial intelligence semantically driven. application to a climatic enclosure

Procedia Computer Science 175, 542-547, 2020

Access publication
Wallesmart: Cloud platform for smart farming

Proceedings of the 32nd International Conference on Scientific and …, 2020

Access publication
2019
MRI breast tumor segmentation using different encoder and decoder CNN architectures

Computers 8 (3), 52, 2019

Access publication
Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning

2018 4th International Conference on Cloud Computing Technologies and …, 2019

Access publication
Internet of Things: learning and practices. Application to Smart City

CloudTech'18, 2019

Access publication
Cloud Computing and Big Data: Technologies, Applications and Security

Springer, 2019

Access publication
A new parallel and distributed approach for large scale images retrieval

Cloud Computing and Big Data: Technologies, Applications and Security, 185-201, 2019

Access publication
Cloud-based image retrieval using GPU platforms

Computers 8 (2), 48, 2019

Access publication
Towards a Smart Exploitation of GPUs for Low Energy Motion Estimation Using Full HD and 4K Videos

Cloud Computing and Big Data: Technologies, Applications and Security …, 2019

Access publication
Towards a Semantic Video Analysis using Deep Learning and Ontology

2019 International Conference on Advanced Systems and Emergent Technologies …, 2019

Access publication
2018
Cloud platform using big data and hpc technologies for distributed and parallels treatments

Procedia Computer Science 141, 112-118, 2018

Access publication
Towards a smart selection of resources in the cloud for low‐energy multimedia processing

Concurrency and Computation: Practice and Experience, 2018

Access publication
Real time web-based toolbox for computer vision

Journal of Science and Technology of the Arts 10 (2), 3-13, 2018

Access publication
Towards a Smart Selection of Cloud Resources for Multimedia Big Data Computing

3rd NESUS Winter School and PhD Symposium on Data Science and Heterogeneous …, 2018

Access publication
2017
Cloud-based platform for computer vision applications

Proceedings of the 2017 International Conference on Smart Digital …, 2017

Access publication
Web-based Multimedia Research and Indexation for Big Data Databases

The 3rd International Conference on Cloud Computing Technologies and …, 2017

Access publication
Performance evaluation and analysis for conjugate gradient solver on heterogeneous (Multi-GPUs/Multi-CPUs) platforms

International Journal of Computer Science and Network Security 17 (8), 2017

Access publication
2016
Real time GPU-based segmentation and tracking of the left ventricle on 2D echocardiography

Bioinformatics and Biomedical Engineering: 4th International Conference …, 2016

Access publication
Towards a smart selection of resources for low-energy multimedia processing

2016 2nd International Conference on Cloud Computing Technologies and …, 2016

Access publication
Towards a smart selection of hybrid platforms for multimedia processing

978-84-608-6309-0, 2016

Access publication
Monitoring computer vision applications in cloud platforms (movacp)

12th Summer Workshop on Multimodal Interface, 2016

Access publication
2015
Sensor-based System for Automatic Cough Detection and Classification

Access publication
Multi-CPU/multi-GPU based framework for multimedia processing

Computer Science and Its Applications: 5th IFIP TC 5 International …, 2015

Access publication
Computer science and its applications

Springer International Publishing, 2015

Access publication
Multi-GPU based framework for real-time motion analysis and tracking in multi-user scenarios

EAI Endorsed Transactions. Creative Technologies 2409-9708 2 (2), 1-10, 2015

Access publication
Auracle: how are salient cues situated in audiovisual content?

Access publication
Taking advantage of GPU/CPU architectures for sparse Conjugate Gradient solver computation

2015 Third World Conference on Complex Systems (WCCS), 1-5, 2015

Access publication
Cross-biome comparison of microbial association networks

Frontiers in microbiology 6, 1200, 2015

Access publication
Cross-biome comparison of microbial association networks. Front Microbiol 6: 1200

Access publication
2014
Real-time motion tracking using optical flow on multiple GPUs

Bulletin of the Polish Academy of Sciences. Technical Sciences 62 (1), 139-150, 2014

Access publication
Multi-gpu based event detection and localization using high definition videos

2014 International Conference on Multimedia Computing and Systems (ICMCS), 81-86, 2014

Access publication
A portable multi-CPU/multi-GPU based vertebra localization in sagittal MR images

International Conference Image Analysis and Recognition, 209-218, 2014

Access publication
Taking advantage of heterogeneous platforms in image and video processing

High-Performance Computing on Complex Environments 95, 429, 2014

Access publication
Performance evaluation of sparse matrix-vector product (SpMV) computation on GPU architecture

2014 Second World Conference on Complex Systems (WCCS), 23-27, 2014

Access publication
Image Analysis and Recognition: 11th International Conference, ICIAR 2014, Vilamoura, Portugal, October 22-24, 2014, Proceedings, Part I

Springer, 2014

Access publication
2013
A Multi-Resolution FPGA-Based Architecture for Real-Time Edge and Corner Detection

IEEE Transactions on Computers, 2013

Access publication
Real-time GPU-based motion detection and tracking using full HD videos

Intelligent Technologies for Interactive Entertainment: 5th International …, 2013

Access publication
Traitement Efficace d’Objets Multimédias sur Architectures Parallèles et Hétérogènes

University of Mons. Belgium, 2013

Access publication
Real time Multi-GPU-based Event Detection in High Definition Videos

Access publication
Evolution of Common-Pool Resources and Social Welfare in Structured Populations

International Joint Conference on Artificial Intelligence, 2848-2854, 2013

Access publication
2012
Efficient exploitation of heterogeneous platforms for images features extraction

2012 3rd International Conference on Image Processing Theory, Tools and …, 2012

Access publication
Traitements d'images sur architectures parallèles et hétérogènes

Revue des Sciences et Technologies de l'Information-Série TSI: Technique et …, 2012

Access publication
A new self-adapting architecture for feature detection

22nd International Conference on Field Programmable Logic and Applications …, 2012

Access publication
Efficient exploitation of heterogeneous platforms for vertebra detection in X-ray images

Proc. Biomedical Engineering International Conf 1, 1-6, 2012

Access publication
2011
Heterogeneous computing for vertebra detection and segmentation in X‐ray images

International Journal of Biomedical Imaging 2011 (1), 640208, 2011

Access publication
Interaction between methanol and single-walled carbon nanotubes: Density functional theory study

Physica B: Condensed Matter 406 (6-7), 1295-1299, 2011

Access publication
Détection optimale des coins et contours dans des bases d'images volumineuses sur architectures multicœurs hétérogènes

Rencontres francophones du parallélisme, 2011

Access publication
Calcul intensif sur GPU: exemples en traitement d’images, en bioinformatique et en télécommunication

CIAE 2011: Colloque d’informatique, automatique et électronique, 1-7, 2011

Access publication
MediaBlender : Interactive Multimedia Segmentation

{QPSR} of the numediart research program 4, 1-6, 2011

Access publication
Image Processing and Display

Int J CARS 6 (1), S46-S52, 2011

Access publication
2010
GPU-based segmentation of cervical vertebra in X-ray images

2010 IEEE International Conference on Cluster Computing Workshops and …, 2010

Access publication
Virtrack: Tracking for virtual studios: Virtrack: Tracking for virtual studios

Quarterly Progress Scientific Report of the Numediart Research Program 3 (1), 2010

Access publication
2009
Matrix: Natural interaction between real and virtual worlds

QPSR of the numediart research program. Ed. by Thierry Dutoit and Benoît …, 2009

Access publication
2008
Detection of Abnormal Motions in Multimedia

Chania ICMI-MIAUCE 8, 2008

Access publication
Abnormal event detection in real time video

1st International Workshop on Multimodal Interactions Analysis of Users in a …, 2008

Access publication
Detection of abnormal motions in video

Chania ICMI-MIAUCE 8, 2008

Access publication
Augmented virtual studio

QPSR of the numediart research program 1 (4), 90, 2008

Access publication