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ORCIDMoulay A. Akhloufi
Moulay Akhloufi
Person information
- affiliation: University of Moncton, Canada
- affiliation (former): Laval University, Québec City, Canada
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2020 – today
- 2025
[j30]François-Guillaume Landry, Moulay A. Akhloufi
:
Predicting Pedestrian Crossing Intention in Autonomous Vehicles: A Review. Neurocomputing 618: 129105 (2025)- 2024
- [j29]Mohammed Yasser Ouis, Moulay A. Akhloufi:
Deep learning for report generation on chest X-ray images. Comput. Medical Imaging Graph. 111: 102320 (2024) - [j28]Adnane Ait Nasser, Moulay A. Akhloufi:
A Hybrid Deep Learning Architecture for Apple Foliar Disease Detection. Comput. 13(5): 116 (2024) - [j27]Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi:
An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design. J. Intell. Fuzzy Syst. 46(2): 3659-3676 (2024) - [j26]Ismayl Labbihi, Othmane El Meslouhi, Mohamed Benaddy, Mustapha Kardouchi, Moulay Akhloufi:
Combining frequency transformer and CNNs for medical image segmentation. Multim. Tools Appl. 83(7): 21197-21212 (2024) - [j25]Oumeima Thaalbi, Moulay A. Akhloufi:
Deep learning for breast cancer diagnosis from histopathological images: classification and gene expression: review. Netw. Model. Anal. Health Informatics Bioinform. 13(1): 52 (2024) - [j24]Luiz Fernando, Rafik Ghali, Moulay A. Akhloufi:
SWIFT: Simulated Wildfire Images for Fast Training Dataset. Remote. Sens. 16(9): 1627 (2024) - [j23]Marc-André Blais, Moulay A. Akhloufi:
Drone Swarm Coordination Using Reinforcement Learning for Efficient Wildfires Fighting. SN Comput. Sci. 5(3): 314 (2024) - [i4]Abdarahmane Traoré, Moulay A. Akhloufi:
Violence detection in videos using deep recurrent and convolutional neural networks. CoRR abs/2409.07581 (2024) - [i3]Abdarahmane Traoré, Moulay A. Akhloufi:
2D bidirectional gated recurrent unit convolutional Neural networks for end-to-end violence detection In videos. CoRR abs/2409.07588 (2024) - 2023
- [j22]Khalid Nassiri, Moulay Akhloufi:
Transformer models used for text-based question answering systems. Appl. Intell. 53(9): 10602-10635 (2023) - [j21]Abir Rahali, Moulay A. Akhloufi:
MalBERTv2: Code Aware BERT-Based Model for Malware Identification. Big Data Cogn. Comput. 7(2): 60 (2023) - [j20]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: 107133 (2023) - [j19]Mohamed Chetoui, Moulay A. Akhloufi:
Peer-to-Peer Federated Learning for COVID-19 Detection Using Transformers. Comput. 12(5): 106 (2023) - [j18]Abdelbasset Boukdir, Mohamed Benaddy, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi:
Character-level arabic text generation from sign language video using encoder-decoder model. Displays 76: 102340 (2023) - [j17]Halima Benarafa, Mohammed Benkhalifa, Moulay Akhloufi:
WordNet Semantic Relations Based Enhancement of KNN Model for Implicit Aspect Identification in Sentiment Analysis. Int. J. Comput. Intell. Syst. 16(1): 3 (2023) - [j16]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): 62 (2023) - [j15]Abir Rahali, Moulay A. Akhloufi:
DeepPress: guided press release topic-aware text generation using ensemble transformers. Neural Comput. Appl. 35(17): 12847-12874 (2023) - [j14]Rafik Ghali, Moulay A. Akhloufi:
Deep Learning Approaches for Wildland Fires Remote Sensing: Classification, Detection, and Segmentation. Remote. Sens. 15(7): 1821 (2023) - [j13]Takfarines Guergueb, Moulay A. Akhloufi:
A Review of Deep Learning Techniques for Glaucoma Detection. SN Comput. Sci. 4(3): 274 (2023) - [j12]Adnane Ait Nasser, Moulay A. Akhloufi:
Deep Learning Methods for Chest Disease Detection Using Radiography Images. SN Comput. Sci. 4(4): 388 (2023) - [j11]Rafik Ghali, Moulay A. Akhloufi:
Vision Transformers for Lung Segmentation on CXR Images. SN Comput. Sci. 4(4): 414 (2023) - [c56]Marc-André Blais, Moulay A. Akhloufi:
Proximity-Based Reward System and Reinforcement Learning for Path Planning. ICCAE 2023: 1-5 - [c55]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: 184-197 - 2022
- [j10]Rafik Ghali, Moulay A. Akhloufi, Wided Souidène Mseddi:
Deep Learning and Transformer Approaches for UAV-Based Wildfire Detection and Segmentation. Sensors 22(5): 1977 (2022) - [c54]François-Guillaume Landry, Moulay A. Akhloufi:
Deep Learning and Computer Vision Techniques for Estimating Snow Coverage on Roads using Surveillance Cameras. AVSS 2022: 1-8 - [c53]Adnane Ait Nasser, Moulay A. Akhloufi:
Chest Diseases Classification Using CXR and Deep Ensemble Learning. CBMI 2022: 116-120 - [c52]Takfarines Guergueb, Moulay A. Akhloufi:
Skin Cancer Detection using Ensemble Learning and Grouping of Deep Models. CBMI 2022: 121-125 - [c51]Rafik Ghali, Moulay A. Akhloufi, Wided Souidène Mseddi, Marwa Jmal:
Wildfire Segmentation using Deep-RegSeg Semantic Segmentation Architecture. CBMI 2022: 149-154 - [c50]Jean-François Laplante, Moulay A. Akhloufi, Cédric Gervaise:
Deep Learning for Marine Bioacoustics and Fish Classification Using Underwater Sounds. CCECE 2022: 288-293 - [c49]Adnane Ait Nasser, Moulay A. Akhloufi:
CTPlantNet: A Hybrid CNN-Transformer Architecture for Plant Disease Classification. ICM 2022: 156-159 - [c48]Rafik Ghali, Moulay A. Akhloufi:
Wildfires Detection and Segmentation Using Deep CNNs and Vision Transformers. ICPR Workshops (2) 2022: 222-232 - [c47]Adnane Ait Nasser, Moulay A. Akhloufi:
Classification of CXR Chest Diseases by Ensembling Deep Learning Models. IRI 2022: 250-255 - [c46]Takfarines Guergueb, Moulay A. Akhloufi:
Multi-Scale Deep Ensemble Learning for Melanoma Skin Cancer Detection. IRI 2022: 256-261 - [c45]Rafik Ghali, Moulay A. Akhloufi:
ARSeg: An Attention RegSeg Architecture for CXR Lung Segmentation. IRI 2022: 291-296 - 2021
- [j9]Rafik Gouiaa, Moulay A. Akhloufi, Mozhdeh Shahbazi:
Advances in Convolution Neural Networks Based Crowd Counting and Density Estimation. Big Data Cogn. Comput. 5(4): 50 (2021) - [j8]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): 73 (2021) - [j7]Miniar Ben Gamra, Moulay A. Akhloufi:
A review of deep learning techniques for 2D and 3D human pose estimation. Image Vis. Comput. 114: 104282 (2021) - [j6]Andy Couturier, Moulay A. Akhloufi:
A review on absolute visual localization for UAV. Robotics Auton. Syst. 135: 103666 (2021) - [j5]Rafik Ghali, Moulay A. Akhloufi, Marwa Jmal, Wided Souidène Mseddi, Rabah Attia:
Wildfire Segmentation Using Deep Vision Transformers. Remote. Sens. 13(17): 3527 (2021) - [j4]Abdoulaye O. Ly, Moulay Akhloufi:
Learning to Drive by Imitation: An Overview of Deep Behavior Cloning Methods. IEEE Trans. Intell. Veh. 6(2): 195-209 (2021) - [c44]Miniar Ben Gamra, Moulay A. Akhloufi, Chunpu Wang, Shuo Liu:
Deep Learning for Body Parts Detection using HRNet and EfficientNet. AVSS 2021: 1-8 - [c43]Marc-André Blais, Moulay A. Akhloufi:
Deep Learning and Binary Relevance Classification of Multiple Diseases using Chest X-Ray images *. EMBC 2021: 2794-2797 - [c42]Takfarines Guergueb, Moulay A. Akhloufi:
Melanoma Skin Cancer Detection Using Recent Deep Learning Models*. EMBC 2021: 3074-3077 - [c41]Mohamed Chetoui, Moulay A. Akhloufi:
Automated Detection of COVID-19 Cases using Recent Deep Convolutional Neural Networks and CT images*. EMBC 2021: 3297-3300 - [c40]Takfarines Guergueb, Moulay A. Akhloufi:
Ocular Diseases Detection using Recent Deep Learning Techniques. EMBC 2021: 3336-3339 - [c39]Fadoua Khennou, Moulay A. Akhloufi:
Deep Forecasting of COVID-19: Canadian Case Study. IEA/AIE (1) 2021: 309-315 - [c38]Mohamed Chetoui, Moulay A. Akhloufi:
Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images. IEA/AIE (1) 2021: 329-340 - [c37]Mohamed Chetoui, Moulay A. Akhloufi:
Efficient Deep Neural Network for an Automated Detection of COVID-19 using CT images. SMC 2021: 1769-1774 - [c36]Rafik Ghali, Moulay A. Akhloufi, Marwa Jmal, Wided Souidène Mseddi, Rabah Attia:
Forest Fires Segmentation using Deep Convolutional Neural Networks. SMC 2021: 2109-2114 - [c35]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: 2706-2711 - [c34]Abir Rahali, Moulay A. Akhloufi:
MalBERT: Malware Detection using Bidirectional Encoder Representations from Transformers. SMC 2021: 3226-3231 - [i2]Abir Rahali, Moulay A. Akhloufi:
MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection. CoRR abs/2103.03806 (2021) - 2020
- [c33]Mohamed Chetoui, Andy Couturier, Moulay A. Akhloufi:
Explainable Deep Learning for Referable Diabetic Retinopathy. CCECE 2020: 1-4 - [c32]Andy Couturier, Moulay Akhloufi:
Conditional Probabilistic Relative Visual Localization for Unmanned Aerial Vehicles. CCECE 2020: 1-4 - [c31]Abdarahmane Traoré, Abdoulaye O. Ly, Moulay A. Akhloufi:
Evaluating Deep Learning Algorithms in Pulmonary Nodule Detection*. EMBC 2020: 1335-1338 - [c30]Mohamed Chetoui, Moulay A. Akhloufi:
Explainable Diabetic Retinopathy using EfficientNET*. EMBC 2020: 1966-1969 - [c29]Jean-François Laplante, Moulay A. Akhloufi:
Predicting Cancer Types From miRNA Stem-loops Using Deep Learning. EMBC 2020: 5312-5315 - [c28]Abdarahmane Traoré, Moulay A. Akhloufi:
2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos. ICIAR (1) 2020: 152-160 - [c27]Marc-André Blais, Andy Couturier, Moulay A. Akhloufi:
Deep Learning for Partial Fingerprint Inpainting and Recognition. ICIAR (1) 2020: 223-232 - [c26]Abdoulaye O. Ly, Moulay A. Akhloufi:
Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction. ICIAR (1) 2020: 244-252 - [c25]Mohamed Chetoui, Moulay A. Akhloufi:
Deep Retinal Diseases Detection and Explainability Using OCT Images. ICIAR (2) 2020: 358-366 - [c24]Abdarahmane Traoré, Moulay A. Akhloufi:
Violence Detection in Videos using Deep Recurrent and Convolutional Neural Networks. SMC 2020: 154-159 - [i1]Moulay A. Akhloufi, Nicolas A. Castro, Andy Couturier:
Unmanned Aerial Systems for Wildland and Forest Fires: Sensing, Perception, Cooperation and Assistance. CoRR abs/2004.13883 (2020)
2010 – 2019
- 2018
- [c23]Roger BootoTokime, Moulay A. Akhloufi:
CrowdSLAM: Toward Large-Scale 3D Structure from Crowd-Captured Images. CCECE 2018: 1-4 - [c22]Mohamed Chetoui, Moulay A. Akhloufi, Mustapha Kardouchi:
Diabetic Retinopathy Detection Using Machine Learning and Texture Features. CCECE 2018: 1-4 - [c21]Samuel Pelletier, Ahmed Montacir, Houssam Zakari, Moulay Akhloufi:
Deep Learning for Marine Resources Classification in Non-Structured Scenarios: Training vs. Transfer Learning. CCECE 2018: 1-4 - 2017
- [c20]Moulay A. Akhloufi, Tom Toulouse, Lucile Rossi, Xavier Maldague:
Multimodal three-dimensional vision for wildland fires detection and analysis. IPTA 2017: 1-6 - 2016
- [j3]Tom Toulouse, Lucile Rossi, Turgay Çelik, Moulay Akhloufi:
Automatic fire pixel detection using image processing: a comparative analysis of rule-based and machine learning-based methods. Signal Image Video Process. 10(4): 647-654 (2016) - 2015
- [j2]Tom Toulouse, Lucile Rossi, Moulay Akhloufi, Turgay Çelik, Xavier Maldague:
Benchmarking of wildland fire colour segmentation algorithms. IET Image Process. 9(12): 1064-1072 (2015) - 2014
- [c19]Moulay Akhloufi, Nassim Benmesbah:
Outdoor Ice Accretion Estimation of Wind Turbine Blades Using Computer Vision. CRV 2014: 246-253 - [c18]Moulay A. Akhloufi:
3D vision system for intelligent milking robot automation. Intelligent Robots and Computer Vision: Algorithms and Techniques 2014: 90250N - 2013
- [c17]Lucile Rossi, Tom Toulouse, Moulay Akhloufi, Antoine Pieri, Yves Tison:
Estimation of spreading fire geometrical characteristics using near infrared stereovision. Three-Dimensional Image Processing (3DIP) and Applications 2013: 86500A - 2012
- [c16]Lucile Rossi, Moulay Akhloufi, Antoine Pieri, Jean-Louis Rossi, Thierry Molinier:
Image processing and vision for the study and the modeling of spreading fires. IPTA 2012: 47-52 - 2011
- [c15]Thierry Molinier, Lucile Rossi, Moulay Akhloufi, Yves Tison, Antoine Pieri:
Estimation of fire volume by stereovision. Image Processing: Machine Vision Applications 2011: 78770B - [c14]Moulay A. Akhloufi, Francis Gariepy, Gilles Champagne:
GPGPU real-time texture analysis framework. Parallel Processing for Imaging Applications 2011: 787208 - 2010
- [c13]Abdelhakim Bendada, Moulay A. Akhloufi:
Multispectral Face Recognition in Texture Space. CRV 2010: 101-106 - [c12]Thierry Molinier, Lucile Rossi, Moulay Akhloufi, Yves Tison:
Stereovision based algorithm for measuring fire spreading characteristics. EUVIP 2010: 82-85 - [c11]Lucile Rossi, Thierry Molinier, Moulay Akhloufi, Yves Tison:
Measurement of laboratory fire spread experiments by stereovision. IPTA 2010: 506-510 - [c10]Moulay A. Akhloufi, Abdelhakim Bendada:
A new framework for face recognition in and beyond the visible spectrum. SMC 2010: 1846-1850 - [c9]Moulay A. Akhloufi, Abdelhakim Bendada:
Locally adaptive texture features for multispectral face recognition. SMC 2010: 3308-3314
2000 – 2009
- 2009
- [c8]Moulay A. Akhloufi, Abdelhakim Bendada, Jean-Christophe Batsale:
Multispectral face recognition using non linear dimensionality reduction. Visual Information Processing 2009: 73410 - [c7]Moulay Akhloufi, Lucile Rossi:
Three-dimensional tracking for efficient fire fighting in complex situations. Visual Information Processing 2009: 734109 - 2008
- [j1]Moulay A. Akhloufi, Xavier Maldague, Wael Ben Larbi:
A New Color-Texture Approach for Industrial Products Inspection. J. Multim. 3(3): 44-50 (2008) - [c6]Lucile Rossi, Moulay Akhloufi:
Dynamic Fire 3D Modeling Using a Real-Time Stereovision System. EIAT/IETA 2008: 33-38 - [c5]Moulay A. Akhloufi, Abdelhakim Bendada:
Thermal Faceprint: A New Thermal Face Signature Extraction for Infrared Face Recognition. CRV 2008: 269-272 - [c4]Moulay A. Akhloufi, Abdelhakim Bendada:
Hand and Wrist Physiological Features Extraction for near Infrared Biometrics. CRV 2008: 341-344 - 2007
- [c3]Moulay A. Akhloufi, Wael Ben Larbi, Xavier Maldague:
Framework for color-texture classification in machine vision inspection of industrial products. SMC 2007: 1067-1071
1990 – 1999
- 1999
- [c2]Moulay A. Akhloufi, Vladimir Polotski, Paul Cohen:
Virtual View Synthesis from Uncalibrated Stereo Cameras. ICMCS, Vol. 2 1999: 672-677 - [c1]Moulay A. Akhloufi, Paul Cohen, Vladimir Polotski:
Geometrically Valid View Rendering from Sparse Correspondence. SIP 1999: 21-25
Coauthor Index
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