Moulay A. Akhloufi

Dauha Elamrani Abou Elassad

SN Comput. Sci., March, 2024

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design.

[BibT_eX]

[DOI]

Zouhair Elamrani Abou Elassad

J. Intell. Fuzzy Syst., February, 2024

Deep learning for report generation on chest X-ray images.

[BibT_eX]

[DOI]

Mohammed Yasser Ouis

Comput. Medical Imaging Graph., January, 2024

Combining frequency transformer and CNNs for medical image segmentation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2024

2023

WordNet Semantic Relations Based Enhancement of KNN Model for Implicit Aspect Identification in Sentiment Analysis.

[BibT_eX]

[DOI]

Halima Benarafa

Mohammed Benkhalifa

Int. J. Comput. Intell. Syst., December, 2023

A novel breast cancer detection architecture based on a CNN-CBR system for mammogram classification.

[BibT_eX]

[DOI]

Lydia Bouzar-Benlabiod

Khaled Harrar

Lahcen Yamoun

Mustapha Yacine Khodja

Comput. Biol. Medicine, September, 2023

Deep Learning Methods for Chest Disease Detection Using Radiography Images.

[BibT_eX]

[DOI]

SN Comput. Sci., July, 2023

Vision Transformers for Lung Segmentation on CXR Images.

[BibT_eX]

[DOI]

SN Comput. Sci., July, 2023

DeepPress: guided press release topic-aware text generation using ensemble transformers.

[BibT_eX]

[DOI]

Neural Comput. Appl., June, 2023

A Review of Deep Learning Techniques for Glaucoma Detection.

[BibT_eX]

[DOI]

SN Comput. Sci., May, 2023

Transformer models used for text-based question answering systems.

[BibT_eX]

[DOI]

Khalid Nassiri

Appl. Intell., May, 2023

Deep Learning Approaches for Wildland Fires Remote Sensing: Classification, Detection, and Segmentation.

[BibT_eX]

[DOI]

Remote. Sens., April, 2023

Character-level arabic text generation from sign language video using encoder-decoder model.

[BibT_eX]

[DOI]

Displays, January, 2023

DCTable: A Dilated CNN with Optimizing Anchors for Accurate Table Detection.

[BibT_eX]

[DOI]

Takwa Kazdar

J. Imaging, 2023

Peer-to-Peer Federated Learning for COVID-19 Detection Using Transformers.

[BibT_eX]

[DOI]

Comput., 2023

MalBERTv2: Code Aware BERT-Based Model for Malware Identification.

[BibT_eX]

[DOI]

Big Data Cogn. Comput., 2023

A Real-Time Deep UAV Detection Framework Based on a YOLOv8 Perception Module.

[BibT_eX]

[DOI]

Wided Souid Miled

Hana Ben Asker

Proceedings of the Intelligent Systems and Pattern Recognition, 2023

Proximity-Based Reward System and Reinforcement Learning for Path Planning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

2022

Deep Learning and Transformer Approaches for UAV-Based Wildfire Detection and Segmentation.

[BibT_eX]

[DOI]

Sensors, 2022

Classification of CXR Chest Diseases by Ensembling Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Multi-Scale Deep Ensemble Learning for Melanoma Skin Cancer Detection.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

ARSeg: An Attention RegSeg Architecture for CXR Lung Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Information Reuse and Integration for Data Science, 2022

Wildfires Detection and Segmentation Using Deep CNNs and Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

CTPlantNet: A Hybrid CNN-Transformer Architecture for Plant Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Microelectronics, 2022

Deep Learning for Marine Bioacoustics and Fish Classification Using Underwater Sounds.

[BibT_eX]

[DOI]

Jean-François Laplante

Cédric Gervaise

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

Chest Diseases Classification Using CXR and Deep Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

Skin Cancer Detection using Ensemble Learning and Grouping of Deep Models.

[BibT_eX]

[DOI]

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

Wildfire Segmentation using Deep-RegSeg Semantic Segmentation Architecture.

[BibT_eX]

[DOI]

François-Guillaume Landry

Marwa Jmal

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

Deep Learning and Computer Vision Techniques for Estimating Snow Coverage on Roads using Surveillance Cameras.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021

Learning to Drive by Imitation: An Overview of Deep Behavior Cloning Methods.

[BibT_eX]

[DOI]

Abdoulaye O. Ly

IEEE Trans. Intell. Veh., 2021

Wildfire Segmentation Using Deep Vision Transformers.

[BibT_eX]

[DOI]

Marwa Jmal

Rabah Attia

Remote. Sens., 2021

A review on absolute visual localization for UAV.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2021

A review of deep learning techniques for 2D and 3D human pose estimation.

[BibT_eX]

[DOI]

Miniar Ben Gamra

Image Vis. Comput., 2021

MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Advances in Convolution Neural Networks Based Crowd Counting and Density Estimation.

[BibT_eX]

[DOI]

Rafik Gouiaa

Mozhdeh Shahbazi

Big Data Cogn. Comput., 2021

Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture.

[BibT_eX]

[DOI]

Big Data Cogn. Comput., 2021

Automatic Misogyny Detection in Social Media Platforms using Attention-based Bidirectional-LSTM.

[BibT_eX]

[DOI]

Anne-Marie Therien-Daniel

Éloi Brassard-Gourdeau

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

MalBERT: Malware Detection using Bidirectional Encoder Representations from Transformers.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Forest Fires Segmentation using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Marwa Jmal

Rabah Attia

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Efficient Deep Neural Network for an Automated Detection of COVID-19 using CT images.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Deep Forecasting of COVID-19: Canadian Case Study.

[BibT_eX]

[DOI]

Fadoua Khennou

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

Ocular Diseases Detection using Recent Deep Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Melanoma Skin Cancer Detection Using Recent Deep Learning Models*.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Automated Detection of COVID-19 Cases using Recent Deep Convolutional Neural Networks and CT images*.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Deep Learning and Binary Relevance Classification of Multiple Diseases using Chest X-Ray images *.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Deep Learning for Body Parts Detection using HRNet and EfficientNet.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

Unmanned Aerial Systems for Wildland and Forest Fires: Sensing, Perception, Cooperation and Assistance.

[BibT_eX]

[DOI]

Nicolas A. Castro

CoRR, 2020

Violence Detection in Videos using Deep Recurrent and Convolutional Neural Networks.

[BibT_eX]

[DOI]

Abdarahmane Traoré

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos.

[BibT_eX]

[DOI]

Abdarahmane Traoré

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction.

[BibT_eX]

[DOI]

Abdoulaye O. Ly

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Deep Retinal Diseases Detection and Explainability Using OCT Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Deep Learning for Partial Fingerprint Inpainting and Recognition.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Evaluating Deep Learning Algorithms in Pulmonary Nodule Detection*.

[BibT_eX]

[DOI]

Abdarahmane Traoré

Abdoulaye O. Ly

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Predicting Cancer Types From miRNA Stem-loops Using Deep Learning.

[BibT_eX]

[DOI]

Jean-François Laplante

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Explainable Diabetic Retinopathy using EfficientNET*.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Conditional Probabilistic Relative Visual Localization for Unmanned Aerial Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

Explainable Deep Learning for Referable Diabetic Retinopathy.

[BibT_eX]

[DOI]

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

2018

Deep Learning for Marine Resources Classification in Non-Structured Scenarios: Training vs. Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

Diabetic Retinopathy Detection Using Machine Learning and Texture Features.

[BibT_eX]

[DOI]

Mustapha Kardouchi

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

CrowdSLAM: Toward Large-Scale 3D Structure from Crowd-Captured Images.

[BibT_eX]

[DOI]

Roger BootoTokime

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2017

Multimodal three-dimensional vision for wildland fires detection and analysis.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

2016

Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods.

[BibT_eX]

[DOI]

Signal Image Video Process., 2016

2015

Benchmarking of wildland fire colour segmentation algorithms.

[BibT_eX]

[DOI]

IET Image Process., 2015

2014

3D vision system for intelligent milking robot automation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robots and Computer Vision XXXI: Algorithms and Techniques, 2014

Outdoor Ice Accretion Estimation of Wind Turbine Blades Using Computer Vision.

[BibT_eX]

[DOI]

Nassim Benmesbah

Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2013

Estimation of spreading fire geometrical characteristics using near infrared stereovision.

[BibT_eX]

[DOI]

Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications 2013, 2013

2012

Image processing and vision for the study and the modeling of spreading fires.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011

GPGPU real-time texture analysis framework.

[BibT_eX]

[DOI]

Francis Gariepy

Gilles Champagne

Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011

Estimation of fire volume by stereovision.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Machine Vision Applications IV, 2011

2010

Locally adaptive texture features for multispectral face recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2010

A new framework for face recognition in and beyond the visible spectrum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2010

Measurement of laboratory fire spread experiments by stereovision.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Stereovision based algorithm for measuring fire spreading characteristics.

[BibT_eX]

[DOI]

Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Multispectral Face Recognition in Texture Space.

[BibT_eX]

[DOI]

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

2009

Three-dimensional tracking for efficient fire fighting in complex situations.

[BibT_eX]

[DOI]

Lucile Rossi

Proceedings of the Visual Information Processing XVIII, 2009

Multispectral face recognition using non linear dimensionality reduction.

[BibT_eX]

[DOI]

Jean-Christophe Batsale

Proceedings of the Visual Information Processing XVIII, 2009

2008

A New Color-Texture Approach for Industrial Products Inspection.

[BibT_eX]

[DOI]

Xavier Maldague

Wael Ben Larbi

J. Multim., 2008

Hand and Wrist Physiological Features Extraction for near Infrared Biometrics.

[BibT_eX]

[DOI]

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

Thermal Faceprint: A New Thermal Face Signature Extraction for Infrared Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

Dynamic Fire 3D Modeling Using a Real-Time Stereovision System.

[BibT_eX]

[DOI]

Lucile Rossi

Proceedings of the Technological Developments in Education and Automation, 2008

2007

Framework for color-texture classification in machine vision inspection of industrial products.

[BibT_eX]

[DOI]

Wael Ben Larbi

Xavier Maldague

Proceedings of the IEEE International Conference on Systems, 2007

1999

Geometrically Valid View Rendering from Sparse Correspondence.

[BibT_eX]

Paul Cohen

Vladimir Polotski

Proceedings of the Signal and Image Processing (SIP), 1999

Virtual View Synthesis from Uncalibrated Stereo Cameras.

[BibT_eX]

[DOI]