Virtual View Synthesis from Uncalibrated Stereo Cameras. - Moulay A. Akhloufi; Vladimir Polotski; Paul Cohen 001 (ICMCS, Vol. 2, 1999)

Geometrically Valid View Rendering from Sparse Correspondence. - Moulay A. Akhloufi; Paul Cohen 001; Vladimir Polotski (SIP, 1999)

Framework for color-texture classification in machine vision inspection of industrial products. - Moulay A. Akhloufi; Wael Ben Larbi; Xavier Maldague (SMC, 2007)

Dynamic Fire 3D Modeling Using a Real-Time Stereovision System. - Lucile Rossi; Moulay Akhloufi (EIAT/IETA, 2008)

Thermal Faceprint: A New Thermal Face Signature Extraction for Infrared Face Recognition. - Moulay A. Akhloufi; Abdelhakim Bendada (CRV, 2008)

Hand and Wrist Physiological Features Extraction for near Infrared Biometrics. - Moulay A. Akhloufi; Abdelhakim Bendada (CRV, 2008)

A New Color-Texture Approach for Industrial Products Inspection. - Moulay A. Akhloufi; Xavier Maldague; Wael Ben Larbi (J. Multim., 2008)

Multispectral face recognition using non linear dimensionality reduction. - Moulay A. Akhloufi; Abdelhakim Bendada; Jean-Christophe Batsale (Visual Information Processing, 2009)

Three-dimensional tracking for efficient fire fighting in complex situations. - Moulay Akhloufi; Lucile Rossi (Visual Information Processing, 2009)

Multispectral Face Recognition in Texture Space. - Abdelhakim Bendada; Moulay A. Akhloufi (CRV, 2010)

Stereovision based algorithm for measuring fire spreading characteristics. - Thierry Molinier; Lucile Rossi; Moulay Akhloufi; Yves Tison (EUVIP, 2010)

Measurement of laboratory fire spread experiments by stereovision. - Lucile Rossi; Thierry Molinier; Moulay Akhloufi; Yves Tison (IPTA, 2010)

A new framework for face recognition in and beyond the visible spectrum. - Moulay A. Akhloufi; Abdelhakim Bendada (SMC, 2010)

Locally adaptive texture features for multispectral face recognition. - Moulay A. Akhloufi; Abdelhakim Bendada (SMC, 2010)

Estimation of fire volume by stereovision. - Thierry Molinier; Lucile Rossi; Moulay Akhloufi; Yves Tison; Antoine Pieri (Image Processing: Machine Vision Applications, 2011)

GPGPU real-time texture analysis framework. - Moulay A. Akhloufi; Francis Gariepy; Gilles Champagne (Parallel Processing for Imaging Applications, 2011)

Image processing and vision for the study and the modeling of spreading fires. - Lucile Rossi; Moulay Akhloufi; Antoine Pieri; Jean-Louis Rossi; Thierry Molinier (IPTA, 2012)

Estimation of spreading fire geometrical characteristics using near infrared stereovision. - Lucile Rossi; Tom Toulouse; Moulay Akhloufi; Antoine Pieri; Yves Tison (Three-Dimensional Image Processing (3DIP) and Applications, 2013)

Outdoor Ice Accretion Estimation of Wind Turbine Blades Using Computer Vision. - Moulay Akhloufi; Nassim Benmesbah (CRV, 2014)

3D vision system for intelligent milking robot automation. - Moulay A. Akhloufi (Intelligent Robots and Computer Vision: Algorithms and Techniques, 2014)

Benchmarking of wildland fire colour segmentation algorithms. - Tom Toulouse; Lucile Rossi; Moulay Akhloufi; Turgay Çelik 001; Xavier Maldague (IET Image Process., 2015)

Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods. - Tom Toulouse; Lucile Rossi; Turgay Çelik 001; Moulay Akhloufi (Signal Image Video Process., 2016)

Multimodal three-dimensional vision for wildland fires detection and analysis. - Moulay A. Akhloufi; Tom Toulouse; Lucile Rossi; Xavier Maldague (IPTA, 2017)

CrowdSLAM: Toward Large-Scale 3D Structure from Crowd-Captured Images. - Roger BootoTokime; Moulay A. Akhloufi (CCECE, 2018)

Diabetic Retinopathy Detection Using Machine Learning and Texture Features. - Mohamed Chetoui; Moulay A. Akhloufi; Mustapha Kardouchi (CCECE, 2018)

Deep Learning for Marine Resources Classification in Non-Structured Scenarios: Training vs. Transfer Learning. - Samuel Pelletier; Ahmed Montacir; Houssam Zakari; Moulay Akhloufi (CCECE, 2018)

Explainable Deep Learning for Referable Diabetic Retinopathy. - Mohamed Chetoui; Andy Couturier; Moulay A. Akhloufi (CCECE, 2020)

Conditional Probabilistic Relative Visual Localization for Unmanned Aerial Vehicles. - Andy Couturier; Moulay Akhloufi (CCECE, 2020)

Explainable Diabetic Retinopathy using EfficientNET*. - Mohamed Chetoui; Moulay A. Akhloufi (EMBC, 2020)

Predicting Cancer Types From miRNA Stem-loops Using Deep Learning. - Jean-François Laplante; Moulay A. Akhloufi (EMBC, 2020)

Evaluating Deep Learning Algorithms in Pulmonary Nodule Detection*. - Abdarahmane Traoré; Abdoulaye O. Ly; Moulay A. Akhloufi (EMBC, 2020)

Deep Learning for Partial Fingerprint Inpainting and Recognition. - Marc-André Blais; Andy Couturier; Moulay A. Akhloufi (ICIAR (1), 2020)

Deep Retinal Diseases Detection and Explainability Using OCT Images. - Mohamed Chetoui; Moulay A. Akhloufi (ICIAR (2), 2020)

Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction. - Abdoulaye O. Ly; Moulay A. Akhloufi (ICIAR (1), 2020)

2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos. - Abdarahmane Traoré; Moulay A. Akhloufi (ICIAR (1), 2020)

Violence Detection in Videos using Deep Recurrent and Convolutional Neural Networks. - Abdarahmane Traoré; Moulay A. Akhloufi (SMC, 2020)

Unmanned Aerial Systems for Wildland and Forest Fires: Sensing, Perception, Cooperation and Assistance. - Moulay A. Akhloufi; Nicolas A. Castro; Andy Couturier (CoRR, 2020)

Deep Learning for Body Parts Detection using HRNet and EfficientNet. - Miniar Ben Gamra; Moulay A. Akhloufi; Chunpu Wang; Shuo Liu (AVSS, 2021)

Deep Learning and Binary Relevance Classification of Multiple Diseases using Chest X-Ray images *. - Marc-André Blais; Moulay A. Akhloufi (EMBC, 2021)

Automated Detection of COVID-19 Cases using Recent Deep Convolutional Neural Networks and CT images*. - Mohamed Chetoui; Moulay A. Akhloufi (EMBC, 2021)

Melanoma Skin Cancer Detection Using Recent Deep Learning Models*. - Takfarines Guergueb; Moulay A. Akhloufi (EMBC, 2021)

Ocular Diseases Detection using Recent Deep Learning Techniques. - Takfarines Guergueb; Moulay A. Akhloufi (EMBC, 2021)

Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images. - Mohamed Chetoui; Moulay A. Akhloufi (IEA/AIE (1), 2021)

Deep Forecasting of COVID-19: Canadian Case Study. - Fadoua Khennou; Moulay A. Akhloufi (IEA/AIE (1), 2021)

Efficient Deep Neural Network for an Automated Detection of COVID-19 using CT images. - Mohamed Chetoui; Moulay A. Akhloufi (SMC, 2021)

Forest Fires Segmentation using Deep Convolutional Neural Networks. - Rafik Ghali; Moulay A. Akhloufi; Marwa Jmal; Wided Souidène Mseddi; Rabah Attia (SMC, 2021)

MalBERT: Malware Detection using Bidirectional Encoder Representations from Transformers. - Abir Rahali; Moulay A. Akhloufi (SMC, 2021)

Automatic Misogyny Detection in Social Media Platforms using Attention-based Bidirectional-LSTM. - Abir Rahali; Moulay A. Akhloufi; Anne-Marie Therien-Daniel; Éloi Brassard-Gourdeau (SMC, 2021)

Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture. - Mohamed Chetoui; Moulay A. Akhloufi; Bardia Yousefi; El Mostafa Bouattane (Big Data Cogn. Comput., 2021)

Advances in Convolution Neural Networks Based Crowd Counting and Density Estimation. - Rafik Gouiaa; Moulay A. Akhloufi; Mozhdeh Shahbazi (Big Data Cogn. Comput., 2021)

MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection. - Abir Rahali; Moulay A. Akhloufi (CoRR, 2021)

A review of deep learning techniques for 2D and 3D human pose estimation. - Miniar Ben Gamra; Moulay A. Akhloufi (Image Vis. Comput., 2021)

A review on absolute visual localization for UAV. - Andy Couturier; Moulay A. Akhloufi (Robotics Auton. Syst., 2021)

Wildfire Segmentation Using Deep Vision Transformers. - Rafik Ghali; Moulay A. Akhloufi; Marwa Jmal; Wided Souidène Mseddi; Rabah Attia (Remote. Sens., 2021)

Learning to Drive by Imitation: An Overview of Deep Behavior Cloning Methods. - Abdoulaye O. Ly; Moulay Akhloufi (IEEE Trans. Intell. Veh., 2021)

Deep Learning and Computer Vision Techniques for Estimating Snow Coverage on Roads using Surveillance Cameras. - François-Guillaume Landry; Moulay A. Akhloufi (AVSS, 2022)

Wildfire Segmentation using Deep-RegSeg Semantic Segmentation Architecture. - Rafik Ghali; Moulay A. Akhloufi; Wided Souidène Mseddi; Marwa Jmal (CBMI, 2022)

Skin Cancer Detection using Ensemble Learning and Grouping of Deep Models. - Takfarines Guergueb; Moulay A. Akhloufi (CBMI, 2022)

Chest Diseases Classification Using CXR and Deep Ensemble Learning. - Adnane Ait Nasser; Moulay A. Akhloufi (CBMI, 2022)

Deep Learning for Marine Bioacoustics and Fish Classification Using Underwater Sounds. - Jean-François Laplante; Moulay A. Akhloufi; Cédric Gervaise (CCECE, 2022)

CTPlantNet: A Hybrid CNN-Transformer Architecture for Plant Disease Classification. - Adnane Ait Nasser; Moulay A. Akhloufi (ICM, 2022)

Wildfires Detection and Segmentation Using Deep CNNs and Vision Transformers. - Rafik Ghali; Moulay A. Akhloufi (ICPR Workshops (2), 2022)

ARSeg: An Attention RegSeg Architecture for CXR Lung Segmentation. - Rafik Ghali; Moulay A. Akhloufi (IRI, 2022)

Multi-Scale Deep Ensemble Learning for Melanoma Skin Cancer Detection. - Takfarines Guergueb; Moulay A. Akhloufi (IRI, 2022)

Classification of CXR Chest Diseases by Ensembling Deep Learning Models. - Adnane Ait Nasser; Moulay A. Akhloufi (IRI, 2022)

Deep Learning and Transformer Approaches for UAV-Based Wildfire Detection and Segmentation. - Rafik Ghali; Moulay A. Akhloufi; Wided Souidène Mseddi (Sensors, 2022)

Proximity-Based Reward System and Reinforcement Learning for Path Planning. - Marc-André Blais; Moulay A. Akhloufi (ICCAE, 2023)

A Real-Time Deep UAV Detection Framework Based on a YOLOv8 Perception Module. - Wided Souid Miled; Moulay A. Akhloufi; Hana Ben Asker (ISPR (2), 2023)

MalBERTv2: Code Aware BERT-Based Model for Malware Identification. - Abir Rahali; Moulay A. Akhloufi (Big Data Cogn. Comput., 2023)

Peer-to-Peer Federated Learning for COVID-19 Detection Using Transformers. - Mohamed Chetoui; Moulay A. Akhloufi (Comput., 2023)

DCTable: A Dilated CNN with Optimizing Anchors for Accurate Table Detection. - Takwa Kazdar; Wided Souidène Mseddi; Moulay A. Akhloufi; Ala Agrebi; Marwa Jmal; Rabah Attia (J. Imaging, 2023)

Character-level arabic text generation from sign language video using encoder-decoder model. - Abdelbasset Boukdir; Mohamed Benaddy; Othmane El Meslouhi; Mustapha Kardouchi; Moulay Akhloufi (Displays, 2023)

Deep Learning Approaches for Wildland Fires Remote Sensing: Classification, Detection, and Segmentation. - Rafik Ghali; Moulay A. Akhloufi (Remote. Sens., 2023)

Transformer models used for text-based question answering systems. - Khalid Nassiri; Moulay Akhloufi (Appl. Intell., 2023)

A Review of Deep Learning Techniques for Glaucoma Detection. - Takfarines Guergueb; Moulay A. Akhloufi (SN Comput. Sci., 2023)

DeepPress: guided press release topic-aware text generation using ensemble transformers. - Abir Rahali; Moulay A. Akhloufi (Neural Comput. Appl., 2023)

Vision Transformers for Lung Segmentation on CXR Images. - Rafik Ghali; Moulay A. Akhloufi (SN Comput. Sci., 2023)

Deep Learning Methods for Chest Disease Detection Using Radiography Images. - Adnane Ait Nasser; Moulay A. Akhloufi (SN Comput. Sci., 2023)

A novel breast cancer detection architecture based on a CNN-CBR system for mammogram classification. - Lydia Bouzar-Benlabiod; Khaled Harrar; Lahcen Yamoun; Mustapha Yacine Khodja; Moulay A. Akhloufi (Comput. Biol. Medicine, 2023)

WordNet Semantic Relations Based Enhancement of KNN Model for Implicit Aspect Identification in Sentiment Analysis. - Halima Benarafa; Mohammed Benkhalifa; Moulay Akhloufi (Int. J. Comput. Intell. Syst., 2023)

Attention Mechanisms vs. Frequency filters in Medical Image Segmentation: a Comparative Study. - Ismayl Labbihi; Othmane El Meslouhi; Mohamed Benaddy; Zouhair Elamrani Abou Elassad; Mustapha Kardouchi; Moulay Akhloufi (ICAAI, 2024)

Combining frequency transformer and CNNs for medical image segmentation. - Ismayl Labbihi; Othmane El Meslouhi; Mohamed Benaddy; Mustapha Kardouchi; Moulay Akhloufi (Multim. Tools Appl., 2024)

Deep learning for report generation on chest X-ray images. - Mohammed Yasser Ouis; Moulay A. Akhloufi (Comput. Medical Imaging Graph., 2024)

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design. - Dauha Elamrani Abou Elassad; Zouhair Elamrani Abou Elassad; Abdel Majid Ed-dahbi; Othmane El Meslouhi; Mustapha Kardouchi; Moulay Akhloufi (J. Intell. Fuzzy Syst., 2024)

Drone Swarm Coordination Using Reinforcement Learning for Efficient Wildfires Fighting. - Marc-André Blais; Moulay A. Akhloufi (SN Comput. Sci., 2024)

A Hybrid Deep Learning Architecture for Apple Foliar Disease Detection. - Adnane Ait Nasser; Moulay A. Akhloufi (Comput., 2024)

SWIFT: Simulated Wildfire Images for Fast Training Dataset. - Luiz Fernando; Rafik Ghali; Moulay A. Akhloufi (Remote. Sens., 2024)

Deep learning for breast cancer diagnosis from histopathological images: classification and gene expression: review. - Oumeima Thaalbi; Moulay A. Akhloufi (Netw. Model. Anal. Health Informatics Bioinform., 2024)

Predicting Pedestrian Crossing Intention in Autonomous Vehicles: A Review. - François-Guillaume Landry; Moulay A. Akhloufi (Neurocomputing, 2025)

A review of machine learning and deep learning for Parkinson's disease detection. - Hajar Rabie; Moulay A. Akhloufi (Discov. Artif. Intell., 2025)

Semantic segmentation of human blastocyst images using deep CNNs and vision transformers. - Wided Souid Miled; Rafik Ghali; Sana Chtourou; Moulay A. Akhloufi (Netw. Model. Anal. Health Informatics Bioinform., 2025)