Edge AI System for Real-Time and Explainable Forest Fire Detection Using Compressed Deep Learning Models

Proc. Copyr 847, 854, 2025

An Efficient Explainability of Deep Models on Medical Images

Algorithms 18 (4), 210, 2025

Benchmarking of Anomaly Detection Methods for Industry 4.0: Evaluation, Ranking, and Practical Recommendations

Big Data and Cognitive Computing 9 (5), 128, 2025

Integrating Machine Learning and Dynamic Digital Follow-up for Enhanced Prediction of Postoperative Complications in Bariatric Surgery

Obesity Surgery, 1-8, 2025

Bridging 2d and 3d object detection: Advances in occlusion handling through depth estimation

Computer Modeling in Engineering & Sciences 143 (3), 2509, 2025

Multimodal Approach for Harmonized System Code Prediction

arXiv preprint arXiv:2406.04349, 2024

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

Electronics 13 (5), 976, 2024

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

Electronics 13 (3), 541, 2024

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

Cluster Computing, 1-26, 2024

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

Preprints, 2024

Equalizer: Energy‐efficient machine learning‐based heterogeneous cluster load balancer

Concurrency and Computation: Practice and Experience 36 (23), e8230, 2024

FuDensityNet: Fusion-Based Density-Enhanced Network for Occlusion Handling

Proceedings Copyright 632, 639, 2024

Scalable Deep Learning for Industry 4.0: Speedup with Distributed Deep Learning and Environmental Sustainability Considerations

International Conference of Cloud Computing Technologies and Applications …, 2024

Comparison Analysis of Multimodal Fusion for Dangerous Action Recognition in Railway Construction Sites

Electronics 13 (12), 2294, 2024

CIA: Controllable Image Augmentation Framework Based on Stable Diffusion

2024 IEEE 7th International Conference on Multimedia Information Processing …, 2024

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

Stream-based active distillation for scalable model deployment

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

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

Electronics 12 (9), 2027, 2023

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

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

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

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

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

Electronics 13 (1), 175, 2023

Explaining through Transformer Input Sampling

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

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

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

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

An experimental investigation into the evaluation of explainability methods

arXiv preprint arXiv:2305.16361, 2023

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

Communications in Computer and Information Science, 2023

Relational Wide Column Store: a new Big Data paradigm

Proceedings of the 20th ACM International Conference on Computing Frontiers …, 2023

Literature Review: Clinical Data Interoperability Models

An experimental investigation into the evaluation of explainability methods for computer vision

Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023

A novel approach for recognizing occluded objects using Feature Pyramid network based on occlusion rate analysis

2023 IEEE 6th International Conference on Cloud Computing and Artificial …, 2023

Scalable deep learning for industry 4.0: Speedup with distributed deep learning and environmental sustainability considerations

International Conference of Cloud Computing Technologies and Applications …, 2023

Similarity versus Supervision: Best Approaches for HS Code Prediction

ESANN, 2023

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

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

Electronics 11 (9), 1422, 2022

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

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

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

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

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

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

Electronics 11 (10), 1525, 2022

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

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

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

The International Conference on Artificial Intelligence and Smart …, 2022

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

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

mdpi. com, 2022

A comparative analysis of Convolution Neural Network models on Amazon Cloud Service

AIIPCC 2022; The Third International Conference on Artificial Intelligence …, 2022

Explainable Artificial Intelligence “XAI”

Industry meets Universities BIR&D, 2022

Enhanced Road Lane Detection Facing Sun Glare

Journal of Mobile Multimedia, 773-788, 2021

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

Internet of Things 14, 100378, 2021

Wheat varieties identification based on a deep learning approach

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

Big Data Storage and Analysis for Smart Farming

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

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

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

Deployment of Containerized Deep Learning Applications in the Cloud

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

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

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

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

Explainable Deep Learning Model for COVID-19 Screening in Chest CT Images

International Conference on Digital Technologies and Applications, 981-990, 2021

Deep Learning Frameworks: Performances Analysis

DeepLearn, 2021

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, 2021

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, 2021

A new edge architecture for ai-iot services deployment

Procedia Computer Science 175, 10-19, 2020

Edge computing and artificial intelligence for real-time poultry monitoring

Procedia computer science 175, 534-541, 2020

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

Procedia Computer Science 177, 40-48, 2020

Big data processing architecture for smart farming

Procedia Computer Science 177, 78-85, 2020

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

Procedia computer science 177, 136-142, 2020

Edge computing and artificial intelligence for landslides monitoring

Procedia Computer Science 177, 480-487, 2020

Automated recognition of white blood cells using deep learning

Biomedical Engineering Letters 10, 359-367, 2020

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

Edge computing for cattle behavior analysis

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

Cloud architecture for plant phenotyping research

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

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

Procedia Computer Science 175, 542-547, 2020

Wallesmart: Cloud platform for smart farming

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

Deep Convolutional Neural Networks (CNN) for classification of coronary arteries

International Journal of Computer Assisted Radiology and Surgery, 2020

Deep Convolutional Neural Networks (CNN) for classification of coronary arteries

International Journal of Computer Assisted Radiology and Surgery 7, 2020

Deep Learning and Approach for Tracking People’s Movements in a Video

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

Deep Learning and Tensorflow for Tracking People's Movements in a Video

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

MRI breast tumor segmentation using different encoder and decoder CNN architectures

Computers 8 (3), 52, 2019

Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning

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

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

CloudTech'18, 2019

Cloud Computing and Big Data: Technologies, Applications and Security

Springer, 2019

A new parallel and distributed approach for large scale images retrieval

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

Cloud-based image retrieval using GPU platforms

Computers 8 (2), 48, 2019

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

Towards a Semantic Video Analysis using Deep Learning and Ontology

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

A new parallel and distributed approach for large scale images retrieval

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

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

Towards a Semantic Video Analysis using Deep Learning and Ontology

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

Robust Facial Recognition Using Extended Local Binary Patterns

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

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

Procedia Computer Science 141, 112-118, 2018

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

Concurrency and Computation: Practice and Experience, 2018

Real time web-based toolbox for computer vision

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

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

Internet of things: Learning and practices. application to smart home

2018 International Conference on Advanced Communication Technologies and …, 2018

Cloud-based platform for computer vision applications

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

Web-based Multimedia Research and Indexation for Big Data Databases

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

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

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

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

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

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

Towards a smart selection of hybrid platforms for multimedia processing

978-84-608-6309-0, 2016

Monitoring computer vision applications in cloud platforms (movacp)

12th Summer Workshop on Multimodal Interface, 2016

Sensor-based System for Automatic Cough Detection and Classification

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

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

Computer science and its applications

Springer International Publishing, 2015

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

Auracle: how are salient cues situated in audiovisual content?

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

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

Cross-biome comparison of microbial association networks

Frontiers in microbiology 6, 1200, 2015

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

Sensor-based System for Automatic Cough Detection and Classification

Real-time motion tracking using optical flow on multiple GPUs

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

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

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

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

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

Taking advantage of heterogeneous platforms in image and video processing

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

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

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

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

Springer, 2014

Real-Time GPU-Based Motion Detection and Tracking Using Full HD Videos

978-3-319-03891-9, 2014

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

IEEE Transactions on Computers, 2013

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

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

Traitement Efficace d’Objets Multimédias sur Architectures Parallèles et Hétérogènes

University of Mons. Belgium, 2013

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

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

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

Efficient exploitation of heterogeneous platforms for images features extraction

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

Traitements d'images sur architectures parallèles et hétérogènes

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

A new self-adapting architecture for feature detection

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

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

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

Gpu-based real time motion tracking in high definition videos

3rd Workshop of COST action IC805. Open Network for High-Performance …, 2012

Image and Video Processing on Parallel (GPU) and Heterogeneous Architectures.

2nd Workshop of COST 0805 Open Network for High-Performance Computing on …, 2012

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

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

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

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

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

Rencontres francophones du parallélisme, 2011

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

MediaBlender : Interactive Multimedia Segmentation

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

Image Processing and Display

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

GPU-based segmentation of cervical vertebra in X-ray images

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

Virtrack: Tracking for virtual studios: Virtrack: Tracking for virtual studios

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

Le traitement d’objets multimédias sur gpu,”

Seconde journée scientifique du pôle hainuyer, Mons, Belgique 50, 2010

Matrix: Natural interaction between real and virtual worlds

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

Traitements d'images sur GPU sous CUDA et OpenGL: application à l'imagerie médicale

CIGIL09, Calcul intensif et grilles informatiques, USTL, Lille, France, 2009

Parallel image processing with cuda and opengl

1st scientific workshop, open network for high-performance computing on …, 2009

Detection of Abnormal Motions in Multimedia

Chania ICMI-MIAUCE 8, 2008

Abnormal event detection in real time video

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

Detection of abnormal motions in video

Chania ICMI-MIAUCE 8, 2008

Augmented virtual studio

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

Detection of Abnormal Motions in multimedia” chania ICMI-MIAUCE’08 Workshop

Crete, Greece, 2008