Publications
2024
Multimodal Approach for Harmonized System Code Prediction

arXiv preprint arXiv:2406.04349, 2024

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

Electronics 13 (5), 976, 2024

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

Electronics 13 (3), 541, 2024

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

Cluster Computing, 1-26, 2024

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

Preprints, 2024

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

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

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

Proceedings Copyright 632, 639, 2024

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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

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Advancing personalized oncology: a systematic review on the integration of artificial intelligence in monitoring neoadjuvant treatment for breast cancer patients

BMC cancer 24 (1), 1300, 2024

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Detecting damages in metallic beam structures using a novel wavelet selection criterion

Journal of Sound and Vibration 578, 118297, 2024

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Real-time mental health monitoring for metaverse consumers to ameliorate the negative impacts of escapism and post trauma stress disorder

IEEE Transactions on Consumer Electronics, 2024

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Secure federated learning applied to medical imaging with fully homomorphic encryption

2024 IEEE 3rd International Conference on AI in Cybersecurity (ICAIC), 1-12, 2024

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Enhancing remote sensing vision-language models for zero-shot scene classification

arXiv preprint arXiv:2409.00698, 2024

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DDANF: deep denoising autoencoder normalizing flow for unsupervised multivariate time series anomaly detection

Alexandria Engineering Journal 108, 436-444, 2024

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Exploring viability of test-time training: Application to 3D segmentation in multiple sclerosis

2024 IEEE Conference on Artificial Intelligence (CAI), 557-562, 2024

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Enhancing Brain Segmentation in MRI through Integration of Hidden Markov Random Field Model and Whale Optimization Algorithm

Computers 13 (5), 124, 2024

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Deep learning models for coronary atherosclerosis detection in coronary CT angiography

Current Medical Imaging 20, e211222212072-e211222212072, 2024

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2023
Stream-based active distillation for scalable model deployment

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

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

Electronics 12 (9), 2027, 2023

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

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

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

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

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

Electronics 13 (1), 175, 2023

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Explaining through Transformer Input Sampling

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

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

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

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

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An experimental investigation into the evaluation of explainability methods

arXiv preprint arXiv:2305.16361, 2023

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

Communications in Computer and Information Science, 2023

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Relational Wide Column Store: a new Big Data paradigm

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

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Towards a unified architecture powering scalable learning models with IoT data streams, blockchain, and open data

Information 14 (6), 345, 2023

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New explainable deep CNN design for classifying breast tumor response over neoadjuvant chemotherapy

Current Medical Imaging Reviews 19 (5), 526-533, 2023

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A machine learning model for improving virtual machine migration in cloud computing

The Journal of Supercomputing 79 (9), 9486-9508, 2023

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Literature Review: Clinical Data Interoperability Models

Information 14 (7), 364, 2023

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A location-based fog computing optimization of energy management in smart buildings: DEVS modeling and design of connected objects

Frontiers of Computer Science 17 (2), 172501, 2023

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Mixture domain adaptation to improve semantic segmentation in real-world surveillance

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023

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Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning

arXiv preprint arXiv:2305.20058, 2023

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Early Keratoconus Disease Detection Using Orbscan II Corneal Topography

Journal of Mechanics in Medicine and Biology 23 (01), 2350001, 2023

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Toward an automatic detection of cardiac structures in short and long axis views

Biomedical Signal Processing and Control 79, 104187, 2023

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GAN Data Augmentation for Improved Automated Atherosclerosis Screening from Coronary CT Angiography.

EAI Endorsed Transactions on Scalable Information Systems 10 (1), 2023

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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

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

Electronics 11 (9), 1422, 2022

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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

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

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

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

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

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

Electronics 11 (10), 1525, 2022

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

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

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

The International Conference on Artificial Intelligence and Smart …, 2022

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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

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

mdpi. com, 2022

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

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

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Cloud and distributed architectures for data management in agriculture 4.0: Review and future trends

Journal of King Saud University-Computer and Information Sciences 34 (9 …, 2022

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A new edge computing architecture for IoT and multimedia data management

Information 13 (2), 89, 2022

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Intelligent multi-agent reinforcement learning model for resources allocation in cloud computing

Journal of King Saud University-Computer and Information Sciences 34 (6 …, 2022

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RAMi: A new real-time Internet of Medical Things architecture for elderly patient monitoring

Information 13 (9), 423, 2022

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Deep learning models for intracranial hemorrhage recognition: a comparative study

Procedia Computer Science 196, 418-425, 2022

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Healthcare informatics for fighting COVID-19 and future epidemics

Springer International Publishing, 2022

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Towards Low-Cost IoT and LPWAN-Based flood forecast and monitoring system

International Journal of Ubiquitous Systems and Pervasive Networks 17 (1), 2022

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An Optimized Kappa Architecture for IoT Data Management in Smart Farming

International Journal of Ubiquitous Systems and Pervasive Networks 17 (2), 2022

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Towards a new semantic middleware for service description, discovery, selection, and composition in the Internet of Things

Transactions on Emerging Telecommunications Technologies 33 (9), e4544, 2022

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Deep Learning Models for Coronary Atherosclerosis Detection in Coronary CT Angiography.

Current Medical Imaging, 2022

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A topological approach for mammographic density classification using a modified synthetic minority over-sampling technique algorithm

International Journal of Biomedical Engineering and Technology 38 (2), 193-214, 2022

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Transformers and cnns both beat humans on sbir

arXiv preprint arXiv:2209.06629, 2022

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Towards human performance on sketch-based image retrieval

Proceedings of the 19th International Conference on Content-based Multimedia …, 2022

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Towards a New Semantic Model for Service-Based IoT Applications.

J. Inf. Sci. Eng. 38 (1), 83-100, 2022

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Analysis of specific parameters for skin tumor classification

Journal of Mechanics in Medicine and Biology 22 (04), 2250017, 2022

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Large scale multimedia management: Recent challenges

Information 13 (1), 28, 2022

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2021
Enhanced Road Lane Detection Facing Sun Glare

Journal of Mobile Multimedia, 773-788, 2021

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

Internet of Things 14, 100378, 2021

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Wheat varieties identification based on a deep learning approach

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

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Big Data Storage and Analysis for Smart Farming

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

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

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

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Deployment of Containerized Deep Learning Applications in the Cloud

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

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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

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

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

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

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

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A Complete Content-based 3D Shape Retrieval System Using Deep Learning

International Journal of Artificial Intelligence 19 (2), 2021

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Study of the physical step interaction of the proton with DNA molecules using analytical approach and Monte-Carlo simulation

Japanese Journal of Applied Physics 60 (10), 106001, 2021

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Farm animals’ behaviors and welfare analysis with AI algorithms: A review

Revue d'Intelligence Artificielle 35 (3), 2021

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A new kappa architecture for iot data management in smart farming

Procedia Computer Science 191, 17-24, 2021

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New virtual machine placement approach based on the micro genetic algorithm in cloud computing

2021 8th International Conference on Future Internet of Things and Cloud …, 2021

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Semantic Segmentation of Hippocampal Subregions With U-Net Architecture

International Journal of E-Health and Medical Communications (IJEHMC) 12 (6 …, 2021

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2020
A new edge architecture for ai-iot services deployment

Procedia Computer Science 175, 10-19, 2020

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Edge computing and artificial intelligence for real-time poultry monitoring

Procedia computer science 175, 534-541, 2020

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

Procedia Computer Science 177, 40-48, 2020

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Big data processing architecture for smart farming

Procedia Computer Science 177, 78-85, 2020

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

Procedia computer science 177, 136-142, 2020

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Edge computing and artificial intelligence for landslides monitoring

Procedia Computer Science 177, 480-487, 2020

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Automated recognition of white blood cells using deep learning

Biomedical Engineering Letters 10, 359-367, 2020

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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

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Edge computing for cattle behavior analysis

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

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Cloud architecture for plant phenotyping research

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

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

Procedia Computer Science 175, 542-547, 2020

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Wallesmart: Cloud platform for smart farming

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

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

International Journal of Computer Assisted Radiology and Surgery, 2020

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Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images

International journal of computer assisted radiology and surgery 15, 1491-1500, 2020

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Epileptic seizure detection using EEG signals and extreme gradient boosting

Journal of biomedical research 34 (3), 228, 2020

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Towards breast cancer response prediction using artificial intelligence and radiomics

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

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Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: a multi-institutional validation study

arXiv preprint arXiv:2001.08570, 2020

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Early prediction of neoadjuvant treatment outcome in locally advanced breast cancer using parametric response mapping and radial heterogeneity from breast MRI

Journal of Magnetic Resonance Imaging 51 (5), 1403-1411, 2020

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Internet of things learning: a practical case for smart building automation

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

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Open phytotron: A new iot device for home gardening

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

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RevoCampus: A distributed open source and low-cost smart campus

2020 3rd International Conference on Advanced Communication Technologies and …, 2020

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Smart nest box: IoT based nest monitoring in artificial cavities

2020 3rd International Conference on Advanced Communication Technologies and …, 2020

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Automated Segmentation of Brain Medical Images

International Journal of Signal Processing, Image Processing and Pattern …, 2020

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Parallel cycle-based branch-and-bound method for Bayesian network learning

Pattern Analysis and Applications 23, 897-911, 2020

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A new collaborative platform for research in smart farming

Procedia Computer Science 177, 450-455, 2020

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

International Journal of Computer Assisted Radiology and Surgery 7, 2020

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

Computers 8 (3), 52, 2019

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Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning

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

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

CloudTech'18, 2019

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Cloud Computing and Big Data: Technologies, Applications and Security

Springer, 2019

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A new parallel and distributed approach for large scale images retrieval

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

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Cloud-based image retrieval using GPU platforms

Computers 8 (2), 48, 2019

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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

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Towards a Semantic Video Analysis using Deep Learning and Ontology

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

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Deep learning approach predicting breast tumor response to neoadjuvant treatment using DCE-MRI volumes acquired before and after chemotherapy

Medical Imaging 2019: Computer-Aided Diagnosis 10950, 649-658, 2019

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Predict breast tumor response to chemotherapy using a 3D deep learning architecture applied to DCE-MRI data

Bioinformatics and Biomedical Engineering: 7th International Work-Conference …, 2019

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Development and external validation of a deep learning model for predicting response to HER2-targeted neoadjuvant therapy from pretreatment breast MRI.

Journal of Clinical Oncology 37 (15_suppl), 593-593, 2019

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Fog IoT for Health: A new Architecture for Patients and Elderly Monitoring.

Procedia Computer Science 160, 289-297, 2019

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Deep interpretable architecture for plant diseases classification

2019 signal processing: Algorithms, architectures, arrangements, and …, 2019

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Cloud services integration for farm animals’ behavior studies based on smartphones as activity sensors

Journal of Ambient Intelligence and Humanized Computing 10, 4651-4662, 2019

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Fog computing framework for location-based energy management in smart buildings

Multiagent and grid systems 15 (1), 39-56, 2019

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A New Triplet Convolutional Neural Network for Classification of Lesions on Mammograms

Revue d'Intelligence Artificielle 33 (3), 213-217, 2019

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New method for Bayesian network learning

International Journal of Pattern Recognition and Artificial Intelligence 33 …, 2019

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Convolutional Neural Network to Extract the Best Treatment Way of Warts Based on Data Mining.

Revue d'Intelligence Artificielle 33 (3), 2019

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A new intelligent system for glaucoma disease detection

International Journal of Computer Aided Engineering and Technology 11 (4-5 …, 2019

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

Procedia Computer Science 141, 112-118, 2018

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

Concurrency and Computation: Practice and Experience, 2018

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Real time web-based toolbox for computer vision

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

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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

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A PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images

International journal of computer assisted radiology and surgery 13, 1233-1243, 2018

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A texture analysis approach for spine metastasis classification in T1 and T2 MRI

International Conference on Bioinformatics and Biomedical Engineering, 198-211, 2018

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GPU-based Acceleration of Methods based on Clock Matching Metric for Large Scale 3D Shape Retrieval

Scalable Computing: Practice and Experience 19 (1), 31-38, 2018

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Content-based 3D shape retrieval using deep learning approach

Proceedings of the International Conference on Learning and Optimization …, 2018

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Web monitoring of bee health for researchers and beekeepers based on the internet of things

Procedia computer science 130, 991-998, 2018

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Monitoring system using internet of things for potential landslides

Procedia computer science 134, 26-34, 2018

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Irrigation pivot-center connected at low cost for the reduction of crop water requirements

2018 International Conference on Advanced Communication Technologies and …, 2018

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A set of texture-based methods for breast cancer response prediction in neoadjuvant chemotherapy treatment

Soft Computing Based Medical Image Analysis, 137-147, 2018

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Topological methods for mammographic images classification: The Digital Mammography DREAM Challenge 2017

RSGDREAM 2018 conference, 2018

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Assessing breast cancer screening using recent deep convolutional neural networks

International Journal of Computer Assisted Radiology and Surgery 13, S100-S102, 2018

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2017
Cloud-based platform for computer vision applications

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

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Web-based Multimedia Research and Indexation for Big Data Databases

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

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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

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Breast cancer heterogeneity analysis as index of response to treatment using MRI images: a review

Imaging Med 9 (4), 109-119, 2017

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Method for range calculation based on empirical models of proton in liquid water: Validation study using Monte-Carlo method and ICRU data

Int. J. Sci. Eng. Res 8 (3), 728-735, 2017

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Analyzing breast tumor heterogeneity to predict the response to chemotherapy using 3D MR images registration

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

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PCA as dimensionality reduction for large-scale image retrieval systems

International Journal of Ambient Computing and Intelligence (IJACI) 8 (4), 45-58, 2017

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Towards good practices for image retrieval based on CNN features

Proceedings of the IEEE international conference on computer vision …, 2017

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Quadruplet networks for sketch-based image retrieval

Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017

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Web-based cattle behavior service for researchers based on the smartphone inertial central

Procedia Computer Science 110, 110-116, 2017

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DeepSketch 3: Analyzing deep neural networks features for better sketch recognition and sketch-based image retrieval

Multimedia Tools and Applications 76 (21), 22333-22359, 2017

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Improvement of battery life of iphones inertial measurement unit by using edge computing application to cattle behavior

ISCSA2017, 2017

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Triplet networks feature masking for sketch-based image retrieval

International Conference Image Analysis and Recognition, 296-303, 2017

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Content-based Medical Image Tetrieval for Liver CT Annotation

Transactions on Machine Learning and Artificial Intelligence 5 (4), 2017

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UMONS@ MediaEval 2017: Diverse Social Images Retrieval.

MediaEval, 2017

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Shape irregularity based area measurement: Application on cell nucleus recognition

2017 5th International Conference on Electrical Engineering-Boumerdes (ICEE …, 2017

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Improving Performances of an Embedded Relational Database Management System with a Hybrid CPU/GPU Processing Engine

Data Management Technologies and Applications: 5th International Conference …, 2017

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

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

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

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

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Towards a smart selection of hybrid platforms for multimedia processing

978-84-608-6309-0, 2016

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Monitoring computer vision applications in cloud platforms (movacp)

12th Summer Workshop on Multimodal Interface, 2016

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Prospective evaluation by Parametric Response Mapping (PRM) applied in MRI volumetric images of breast cancer

Survival 26 (20), 3387-94, 2016

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3D shape retrieval in distributed databases

International Journal of Imaging and Robotics 16 (3), 2016

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A new decision support model for preanesthetic evaluation

computer methods and programs in biomedicine 133, 183-193, 2016

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Deepsketch 2: Deep convolutional neural networks for partial sketch recognition

2016 14th international workshop on content-based multimedia indexing (CBMI …, 2016

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DeepSketch2Image: deep convolutional neural networks for partial sketch recognition and image retrieval

Proceedings of the 24th ACM international conference on Multimedia, 739-741, 2016

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Indexing video by the content

Information Systems Design and Intelligent Applications: Proceedings of …, 2016

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Breast cancer response prediction in neoadjuvant chemotherapy treatment based on texture analysis

Procedia Computer Science 100, 812-817, 2016

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A fully automatic cardiac segmentation method using region growing technique

Proceedings of the Mediterranean Conference on Pattern Recognition and …, 2016

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Feasibility study of a distributed and parallel environment for implementing the standard version of AAM model

Journal of Information Processing Systems 12 (1), 149-168, 2016

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Boosting an Embedded Relational Database Management System with Graphics Processing Units.

DATA, 170-175, 2016

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Towards a distributed and parallel schema for active appearance model implementation

International Journal of Computational Vision and Robotics 6 (1-2), 19-40, 2016

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2015
Sensor-based System for Automatic Cough Detection and Classification

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

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

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Computer science and its applications

Springer International Publishing, 2015

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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

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Auracle: how are salient cues situated in audiovisual content?

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

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

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Cross-biome comparison of microbial association networks

Frontiers in microbiology 6, 1200, 2015

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

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Benchmark for algorithms segmenting the left atrium from 3D CT and MRI datasets

IEEE transactions on medical imaging 34 (7), 1460-1473, 2015

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Deepsketch: deep convolutional neural networks for sketch recognition and similarity search

2015 13th international workshop on content-based multimedia indexing (CBMI …, 2015

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UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection.

MediaEval 1436, 2015

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Random forest based classification of medical x-ray images using a genetic algorithm for feature selection

Journal of Mechanics in Medicine and Biology 15 (02), 1540025, 2015

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Automatic annotation of liver CT image: ImageCLEFmed 2015

Working Notes of CLEF 2015-Conference and Labs of the Evaluation forum, 2015 …, 2015

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Content-based medical image retrieval for Liver CT

CLEF2015 Working Note. CEUR Workshop Proceedings, CEUR-WS. org, Toulouse …, 2015

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Sensor-based System for Automatic Cough Detection and Classification

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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

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

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

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

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

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Taking advantage of heterogeneous platforms in image and video processing

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

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

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

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

Springer, 2014

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Vertebra identification using template matching model and K-means clustering

International journal of computer assisted radiology and surgery 9 (2), 177-187, 2014

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New approach for efficiently retrieving similar 3D models based on reducing the research space

International journal of imaging and robotics 13 (2), 104-111, 2014

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Automatic segmentation of the left atrium on CT images

Statistical Atlases and Computational Models of the Heart. Imaging and …, 2014

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Toward an automatic left atrium localization based on shape descriptors and prior knowledge

Statistical Atlases and Computational Models of the Heart. Imaging and …, 2014

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Automatic detection of difficult tracheal intubation

2014 International Conference on Multimedia Computing and Systems (ICMCS …, 2014

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Texture and classifier based medical images retrieval

Journal of Medical Imaging and Health Informatics 4 (1), 43-48, 2014

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

IEEE Transactions on Computers, 2013

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

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

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Traitement Efficace d’Objets Multimédias sur Architectures Parallèles et Hétérogènes

University of Mons. Belgium, 2013

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

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

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

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Three-dimensional spine model reconstruction using one-class SVM regularization

IEEE Transactions on Biomedical Engineering 60 (11), 3256-3264, 2013

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Using global shape descriptors for content medical-based image retrieval

Handbook of Research on ICTs and Management Systems for Improving Efficiency …, 2013

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Machine learning tool for automatic ASA detection

Modeling Approaches and Algorithms for Advanced Computer Applications, 9-16, 2013

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A new computer aided diagnosis system for pre-anesthesia consultation

Journal of Medical Imaging and Health Informatics 3 (4), 471-479, 2013

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A reflexion on implementation version for active appearance model

International Journal of Computer Vision and Image Processing (IJCVIP) 3 (3 …, 2013

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Toward an automatic left atrium localization based on shape descriptors and prior knowledge

International Workshop on Statistical Atlases and Computational Models of …, 2013

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2012
Efficient exploitation of heterogeneous platforms for images features extraction

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

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Traitements d'images sur architectures parallèles et hétérogènes

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

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A new self-adapting architecture for feature detection

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

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

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

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Fully automatic vertebra detection in x-ray images based on multi-class SVM

Medical Imaging 2012: Image Processing 8314, 691-698, 2012

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Semi-automatic detection of cervical vertebrae in X-ray images using generalized Hough transform

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

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Fast 3D spine reconstruction of postoperative patients using a multilevel statistical model

Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012

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Descriptive image feature for object detection in medical images

Image Analysis and Recognition: 9th International Conference, ICIAR 2012 …, 2012

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Multilevel statistical shape models: A new framework for modeling hierarchical structures

2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1284-1287, 2012

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Cervical spine mobility analysis on radiographs: a fully automatic approach

Computerized Medical Imaging and Graphics 36 (8), 634-642, 2012

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Boosting open-source database engines with graphics processors

2012 Seventh International Conference on P2P, Parallel, Grid, Cloud and …, 2012

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Template matching approaches applied to vertebra detection

Advances in Image Segmentation, 2012

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An ontology for video human movement representation based on benesh notation

2012 International Conference on Multimedia Computing and Systems, 77-82, 2012

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Endocardial border detection in cardiac magnetic resonance images using level set method

Journal of digital imaging 25, 294-306, 2012

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Semantic analysis of human movements in videos

Proceedings of the 8th International Conference on Semantic Systems, 141-148, 2012

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Automatic segmentation of cardiac magnetic resonance images using active appearance models and hausdorff distance

Journal of Mechanics in Medicine and Biology 12 (04), 1250059, 2012

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Template Matching Approaches Applied to Vertebra

Advances in Image Segmentation, 1, 2012

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

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

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

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

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

Rencontres francophones du parallélisme, 2011

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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

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MediaBlender : Interactive Multimedia Segmentation

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

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Image Processing and Display

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

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A Framework of Vertebra Segmentation Using the Active Shape Model‐Based Approach

International journal of biomedical imaging 2011 (1), 621905, 2011

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3D objects retrieval using curvature scale space and Zernike moments

Journal of Pattern Recognition Research 6 (1), 41, 2011

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

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

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

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

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Points of interest detection in cervical spine radiographs by polygonal approximation

2010 2nd International Conference on Image Processing Theory, Tools and …, 2010

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A New semi-automatic approach for X-Ray cervical images segmentation using active shape model

Special Session on Medical Image Analysis and Description for Diagnosis …, 2010

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Semi-automatic vertebra segmentation

Handbook of Research on Developments in E-Health and Telemedicine …, 2010

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2009
Matrix: Natural interaction between real and virtual worlds

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

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Spine localization in X-ray images using interest point detection

Journal of digital imaging 22 (3), 309-318, 2009

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Effect of curvature and chirality for alkanethiols interaction with single-walled carbon nanotubes: ab initio investigation

Iranian Journal of Organic Chemistry 4, 256-260, 2009

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Les Modèles Déformables et leurs Applications dans le Traitement des Images Médicales.

CIIA, 2009

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2008
Detection of Abnormal Motions in Multimedia

Chania ICMI-MIAUCE 8, 2008

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Abnormal event detection in real time video

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

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Detection of abnormal motions in video

Chania ICMI-MIAUCE 8, 2008

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Augmented virtual studio

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

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X-ray image segmentation for vertebral mobility analysis

International journal of computer assisted radiology and surgery 2, 371-383, 2008

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Les modeles de la phrase littéraire: Sur les pas de Michael Riffaterre

La Phrase Littéraire, 19-33, 2008

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2007
A new approach for cervical vertebrae segmentation

Progress in Pattern Recognition, Image Analysis and Applications: 12th …, 2007

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Edge closing of synthetic and real images using polynomial fitting.

J. Convergence Inf. Technol. 2 (4), 8-19, 2007

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Mobility estimation and analysis in medical x-ray images using corners and faces contours detection

International Machine Vision and Image Processing Conference (IMVIP 2007 …, 2007

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Spine localization and vertebral mobility analysis using faces contours detection

2007 29th Annual International Conference of the IEEE Engineering in …, 2007

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Corner points detection for vertebral mobility analysis

2007 IEEE International Conference on Signal Processing and Communications …, 2007

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Vertebral mobility analysis using anterior faces detection

International Conference on Advanced Concepts for Intelligent Vision Systems …, 2007

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A model-based vertebral segmentation method using gvf and asm

2007 International Conference on Intelligent and Advanced Systems, 784-787, 2007

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A probabilistic approach for 3D shape retrieval by characteristic views

Pattern Recognition Letters 28 (13), 1705-1718, 2007

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2006
Reaction cross-section and reduced strong absorption radius measurements of neutron-rich nuclei in the vicinity of closed shells N= 20 and N= 28

Nuclear Physics A 780 (1-2), 1-12, 2006

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Template matching method for vertebra region selection

2006 2nd International Conference on Information & Communication …, 2006

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Vertebra edge detection using polar signature

18th International Conference on Pattern Recognition (ICPR'06) 1, 476-479, 2006

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Vertebrae edge detection and motion estimation with polar signature

2006 International Conference on Image Processing, 761-764, 2006

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2005
Segmentation and feature extraction to evaluate the stomach dynamic

The 2nd Canadian Conference on Computer and Robot Vision (CRV'05), 437-443, 2005

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Reaction cross-sections and reduced strong absorption radii of nuclei in the vicinity of closed shells N= 20 and N= 28

The 4th International Conference on Exotic Nuclei and Atomic Masses …, 2005

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2004
Visceral dynamic computing

6th IEEE Southwest Symposium on Image Analysis and Interpretation, 2004 …, 2004

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A bayesian framework for 3D models retrieval based on characteristic views

Proceedings. 2nd International Symposium on 3D Data Processing …, 2004

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Partial Shape Retrieval by M-tree and a Bayesian Approach.

ICVGIP, 216-221, 2004

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2003
Retrieval by shape using CSS and M-tree

CBMI 3, 297-302, 2003

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2002
3D models retrieval by using characteristic views

2002 International Conference on Pattern Recognition 2, 457-460, 2002

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Une nouvelle méthode d’indexation 3D

13eme Congres Francophone de Reconnaissance des Formes et Intelligence …, 2002

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2001
Detection, localization and representation of cervical vertebrae

Computer Vision Winter Workshop, 114-124, 2001

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1993
Fusion and evaporation-residue cross sections in the 16, 18O+ 92Mo interactions

Nuclear Physics A 560 (2), 715-732, 1993

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Matching of 2D region in a monocular image sequence by a fixed or a mobile camera

Intelligent Robots and Computer Vision XII: Active Vision and 3D Methods …, 1993

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1992
Some experiments to compare rough sets theory and ordinal statistical methods

Intelligent Decision Support: Handbook of Applications and Advances of the …, 1992

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Precise measurement of the Jπ= 1− resonance in 14N by 13C+ p elastic scattering on a thick target

Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 1992

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A study on the forms of smoothing filters for step and ramp edge detection

11th IAPR International Conference on Pattern Recognition. Vol. III …, 1992

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1987
α-Determination in the E −(1+α) epithermal neutron spectrum of the CRN reactor (Strasbourg)

Journal of radioanalytical and nuclear chemistry 109 (2), 393-401, 1987

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