Moulay A. Akhloufi

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 56

Top Topics

Cancer Detection

Top Venues

SN Comput. Sci.

Publications

Marc-André Blais, Moulay A. Akhloufi
Drone Swarm Coordination Using Reinforcement Learning for Efficient Wildfires Fighting. SN Comput. Sci. 5 (3) (2024)
Mohammed Yasser Ouis, Moulay A. Akhloufi
Deep learning for report generation on chest X-ray images. Comput. Medical Imaging Graph. 111 (2024)
Luiz Fernando, Rafik Ghali, Moulay A. Akhloufi
SWIFT: Simulated Wildfire Images for Fast Training Dataset. Remote. Sens. 16 (9) (2024)
Adnane Ait Nasser, Moulay A. Akhloufi
A Hybrid Deep Learning Architecture for Apple Foliar Disease Detection. Comput. 13 (5) (2024)
Lydia Bouzar-Benlabiod, Khaled Harrar, Lahcen Yamoun, Mustapha Yacine Khodja, Moulay A. Akhloufi
A novel breast cancer detection architecture based on a CNN-CBR system for mammogram classification. Comput. Biol. Medicine 163 (2023)
Mohamed Chetoui, Moulay A. Akhloufi
Peer-to-Peer Federated Learning for COVID-19 Detection Using Transformers. Comput. 12 (5) (2023)
Takwa Kazdar, Wided Souidène Mseddi, Moulay A. Akhloufi, Ala Agrebi, Marwa Jmal, Rabah Attia
DCTable: A Dilated CNN with Optimizing Anchors for Accurate Table Detection. J. Imaging 9 (3) (2023)
Adnane Ait Nasser, Moulay A. Akhloufi
Deep Learning Methods for Chest Disease Detection Using Radiography Images. SN Comput. Sci. 4 (4) (2023)
Marc-André Blais, Moulay A. Akhloufi
Proximity-Based Reward System and Reinforcement Learning for Path Planning. ICCAE (2023)
Abir Rahali, Moulay A. Akhloufi
MalBERTv2: Code Aware BERT-Based Model for Malware Identification. Big Data Cogn. Comput. 7 (2) (2023)
Wided Souid Miled, Moulay A. Akhloufi, Hana Ben Asker
A Real-Time Deep UAV Detection Framework Based on a YOLOv8 Perception Module. ISPR (2) (2023)
Abir Rahali, Moulay A. Akhloufi
DeepPress: guided press release topic-aware text generation using ensemble transformers. Neural Comput. Appl. 35 (17) (2023)
Takfarines Guergueb, Moulay A. Akhloufi
A Review of Deep Learning Techniques for Glaucoma Detection. SN Comput. Sci. 4 (3) (2023)
Rafik Ghali, Moulay A. Akhloufi
Deep Learning Approaches for Wildland Fires Remote Sensing: Classification, Detection, and Segmentation. Remote. Sens. 15 (7) (2023)
Rafik Ghali, Moulay A. Akhloufi
Vision Transformers for Lung Segmentation on CXR Images. SN Comput. Sci. 4 (4) (2023)
Rafik Ghali, Moulay A. Akhloufi, Wided Souidène Mseddi
Deep Learning and Transformer Approaches for UAV-Based Wildfire Detection and Segmentation. Sensors 22 (5) (2022)
Jean-François Laplante, Moulay A. Akhloufi, Cédric Gervaise
Deep Learning for Marine Bioacoustics and Fish Classification Using Underwater Sounds. CCECE (2022)
Rafik Ghali, Moulay A. Akhloufi, Wided Souidène Mseddi, Marwa Jmal
Wildfire Segmentation using Deep-RegSeg Semantic Segmentation Architecture. CBMI (2022)
Adnane Ait Nasser, Moulay A. Akhloufi
Classification of CXR Chest Diseases by Ensembling Deep Learning Models. IRI (2022)
Adnane Ait Nasser, Moulay A. Akhloufi
CTPlantNet: A Hybrid CNN-Transformer Architecture for Plant Disease Classification. ICM (2022)
Takfarines Guergueb, Moulay A. Akhloufi
Skin Cancer Detection using Ensemble Learning and Grouping of Deep Models. CBMI (2022)
François-Guillaume Landry, Moulay A. Akhloufi
Deep Learning and Computer Vision Techniques for Estimating Snow Coverage on Roads using Surveillance Cameras. AVSS (2022)
Takfarines Guergueb, Moulay A. Akhloufi
Multi-Scale Deep Ensemble Learning for Melanoma Skin Cancer Detection. IRI (2022)
Adnane Ait Nasser, Moulay A. Akhloufi
Chest Diseases Classification Using CXR and Deep Ensemble Learning. CBMI (2022)
Rafik Ghali, Moulay A. Akhloufi
ARSeg: An Attention RegSeg Architecture for CXR Lung Segmentation. IRI (2022)
Rafik Ghali, Moulay A. Akhloufi
Wildfires Detection and Segmentation Using Deep CNNs and Vision Transformers. ICPR Workshops (2) (2022)
Miniar Ben Gamra, Moulay A. Akhloufi, Chunpu Wang, Shuo Liu
Deep Learning for Body Parts Detection using HRNet and EfficientNet. AVSS (2021)
Abir Rahali, Moulay A. Akhloufi
MalBERT: Malware Detection using Bidirectional Encoder Representations from Transformers. SMC (2021)
Fadoua Khennou, Moulay A. Akhloufi
Deep Forecasting of COVID-19: Canadian Case Study. IEA/AIE (1) (2021)
Mohamed Chetoui, Moulay A. Akhloufi
. EMBC (2021)
Takfarines Guergueb, Moulay A. Akhloufi
Ocular Diseases Detection using Recent Deep Learning Techniques. EMBC (2021)
Mohamed Chetoui, Moulay A. Akhloufi
Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images. IEA/AIE (1) (2021)
Mohamed Chetoui, Moulay A. Akhloufi
Efficient Deep Neural Network for an Automated Detection of COVID-19 using CT images. SMC (2021)
Abir Rahali, Moulay A. Akhloufi, Anne-Marie Therien-Daniel, Éloi Brassard-Gourdeau
Automatic Misogyny Detection in Social Media Platforms using Attention-based Bidirectional-LSTM. SMC (2021)
Takfarines Guergueb, Moulay A. Akhloufi
. EMBC (2021)
Rafik Ghali, Moulay A. Akhloufi, Marwa Jmal, Wided Souidène Mseddi, Rabah Attia
Wildfire Segmentation Using Deep Vision Transformers. Remote. Sens. 13 (17) (2021)
Rafik Ghali, Moulay A. Akhloufi, Marwa Jmal, Wided Souidène Mseddi, Rabah Attia
Forest Fires Segmentation using Deep Convolutional Neural Networks. SMC (2021)
Rafik Gouiaa, Moulay A. Akhloufi, Mozhdeh Shahbazi
Advances in Convolution Neural Networks Based Crowd Counting and Density Estimation. Big Data Cogn. Comput. 5 (4) (2021)
Andy Couturier, Moulay A. Akhloufi
A review on absolute visual localization for UAV. Robotics Auton. Syst. 135 (2021)
Marc-André Blais, Moulay A. Akhloufi
. EMBC (2021)
Miniar Ben Gamra, Moulay A. Akhloufi
A review of deep learning techniques for 2D and 3D human pose estimation. Image Vis. Comput. 114 (2021)
Abir Rahali, Moulay A. Akhloufi
MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection. CoRR (2021)
Mohamed Chetoui, Moulay A. Akhloufi, Bardia Yousefi, El Mostafa Bouattane
Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture. Big Data Cogn. Comput. 5 (4) (2021)
Mohamed Chetoui, Moulay A. Akhloufi
Deep Retinal Diseases Detection and Explainability Using OCT Images. ICIAR (2) (2020)
Marc-André Blais, Andy Couturier, Moulay A. Akhloufi
Deep Learning for Partial Fingerprint Inpainting and Recognition. ICIAR (1) (2020)
Mohamed Chetoui, Moulay A. Akhloufi
. EMBC (2020)
Abdarahmane Traoré, Abdoulaye O. Ly, Moulay A. Akhloufi
. EMBC (2020)
Abdoulaye O. Ly, Moulay A. Akhloufi
Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction. ICIAR (1) (2020)
Moulay A. Akhloufi, Nicolas A. Castro, Andy Couturier
Unmanned Aerial Systems for Wildland and Forest Fires: Sensing, Perception, Cooperation and Assistance. CoRR (2020)
Jean-François Laplante, Moulay A. Akhloufi
Predicting Cancer Types From miRNA Stem-loops Using Deep Learning. EMBC (2020)
Abdarahmane Traoré, Moulay A. Akhloufi
Violence Detection in Videos using Deep Recurrent and Convolutional Neural Networks. SMC (2020)
Mohamed Chetoui, Andy Couturier, Moulay A. Akhloufi
Explainable Deep Learning for Referable Diabetic Retinopathy. CCECE (2020)
Abdarahmane Traoré, Moulay A. Akhloufi
2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos. ICIAR (1) (2020)
Roger BootoTokime, Moulay A. Akhloufi
CrowdSLAM: Toward Large-Scale 3D Structure from Crowd-Captured Images. CCECE (2018)
Mohamed Chetoui, Moulay A. Akhloufi, Mustapha Kardouchi
Diabetic Retinopathy Detection Using Machine Learning and Texture Features. CCECE (2018)
Moulay A. Akhloufi, Tom Toulouse, Lucile Rossi, Xavier Maldague
Multimodal three-dimensional vision for wildland fires detection and analysis. IPTA (2017)
Moulay A. Akhloufi
3D vision system for intelligent milking robot automation. Intelligent Robots and Computer Vision: Algorithms and Techniques (2014)
Moulay A. Akhloufi, Francis Gariepy, Gilles Champagne
GPGPU real-time texture analysis framework. Parallel Processing for Imaging Applications (2011)
Moulay A. Akhloufi, Abdelhakim Bendada
Locally adaptive texture features for multispectral face recognition. SMC (2010)
Moulay A. Akhloufi, Abdelhakim Bendada
A new framework for face recognition in and beyond the visible spectrum. SMC (2010)
Abdelhakim Bendada, Moulay A. Akhloufi
Multispectral Face Recognition in Texture Space. CRV (2010)
Moulay A. Akhloufi, Abdelhakim Bendada, Jean-Christophe Batsale
Multispectral face recognition using non linear dimensionality reduction. Visual Information Processing (2009)
Moulay A. Akhloufi, Xavier Maldague, Wael Ben Larbi
A New Color-Texture Approach for Industrial Products Inspection. J. Multim. 3 (3) (2008)
Moulay A. Akhloufi, Abdelhakim Bendada
Hand and Wrist Physiological Features Extraction for near Infrared Biometrics. CRV (2008)
Moulay A. Akhloufi, Abdelhakim Bendada
Thermal Faceprint: A New Thermal Face Signature Extraction for Infrared Face Recognition. CRV (2008)
Moulay A. Akhloufi, Wael Ben Larbi, Xavier Maldague
Framework for color-texture classification in machine vision inspection of industrial products. SMC (2007)
Moulay A. Akhloufi, Vladimir Polotski, Paul Cohen
Virtual View Synthesis from Uncalibrated Stereo Cameras. ICMCS, Vol. 2 (1999)
Moulay A. Akhloufi, Paul Cohen, Vladimir Polotski
Geometrically Valid View Rendering from Sparse Correspondence. SIP (1999)