Moulay A. Akhloufi

81 papers B 10C 3Misc 3Journal 35Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DM-Fire: a diffusion model for wildfire segmentation. Multim. Tools Appl. Pedro Pesserl, Rafik Ghali, Moulay A. Akhloufi
2025	J	`jnl`	A review of machine learning and deep learning for Parkinson's disease detection. Discov. Artif. Intell. Hajar Rabie, Moulay A. Akhloufi
2025	J	`jnl`	Benchmarking coastal boundary datasets in deep learning applications. Earth Sci. Informatics Marc-André Blais, Moulay A. Akhloufi
2025	J	`jnl`	EMGP-Net: A Hybrid Deep Learning Architecture for Breast Cancer Gene Expression Prediction. Comput. Oumeima Thaalbi, Moulay A. Akhloufi
2025	J	`jnl`	Multimodal Artificial Intelligence in Medical Diagnostics. Inf. Bassem Jandoubi, Moulay A. Akhloufi
2025	J	`jnl`	Predicting Pedestrian Crossing Intention in Autonomous Vehicles: A Review. Neurocomputing François-Guillaume Landry, Moulay A. Akhloufi
2025	J	`jnl`	QU-Net: Quantum-Enhanced U-Net for Self Supervised Embedding and Classification of Skin Cancer Images. Big Data Cogn. Comput. Khidhr Halab, Nabil Marzoug, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Moulay A. Akhloufi
2025	J	`jnl`	Semantic segmentation of human blastocyst images using deep CNNs and vision transformers. Netw. Model. Anal. Health Informatics Bioinform. Wided Souid Miled, Rafik Ghali, Sana Chtourou, Moulay A. Akhloufi
2025	J	`jnl`	TrajFusionNet: Pedestrian Crossing Intention Prediction via Fusion of Sequential and Visual Trajectory Representations. CoRR François-Guillaume Landry, Moulay A. Akhloufi
2025	J	`jnl`	YOLO-based panoramic dental X-ray image analysis. Neural Comput. Appl. Khalid Nassiri, Moulay A. Akhloufi
2024	J	`jnl`	2D bidirectional gated recurrent unit convolutional Neural networks for end-to-end violence detection In videos. CoRR Abdarahmane Traoré, Moulay A. Akhloufi
2024	J	`jnl`	A Hybrid Deep Learning Architecture for Apple Foliar Disease Detection. Comput. Adnane Ait Nasser, Moulay A. Akhloufi
2024	J	`jnl`	Deep learning for breast cancer diagnosis from histopathological images: classification and gene expression: review. Netw. Model. Anal. Health Informatics Bioinform. Oumeima Thaalbi, Moulay A. Akhloufi
2024	J	`jnl`	Deep learning for report generation on chest X-ray images. Comput. Medical Imaging Graph. Mohammed Yasser Ouis, Moulay A. Akhloufi
2024	J	`jnl`	Drone Swarm Coordination Using Reinforcement Learning for Efficient Wildfires Fighting. SN Comput. Sci. Marc-André Blais, Moulay A. Akhloufi
2024	J	`jnl`	SWIFT: Simulated Wildfire Images for Fast Training Dataset. Remote. Sens. Luiz Fernando, Rafik Ghali, Moulay A. Akhloufi
2024	J	`jnl`	Violence detection in videos using deep recurrent and convolutional neural networks. CoRR Abdarahmane Traoré, Moulay A. Akhloufi
2023	—	`conf`	A Real-Time Deep UAV Detection Framework Based on a YOLOv8 Perception Module. ISPR (2) Wided Souid Miled, Moulay A. Akhloufi, Hana Ben Asker
2023	J	`jnl`	A Review of Deep Learning Techniques for Glaucoma Detection. SN Comput. Sci. Takfarines Guergueb, Moulay A. Akhloufi
2023	J	`jnl`	A novel breast cancer detection architecture based on a CNN-CBR system for mammogram classification. Comput. Biol. Medicine Lydia Bouzar-Benlabiod, Khaled Harrar, Lahcen Yamoun, Mustapha Yacine Khodja, Moulay A. Akhloufi
2023	J	`jnl`	DCTable: A Dilated CNN with Optimizing Anchors for Accurate Table Detection. J. Imaging Takwa Kazdar, Wided Souidène Mseddi, Moulay A. Akhloufi, Ala Agrebi, Marwa Jmal, Rabah Attia
2023	J	`jnl`	Deep Learning Approaches for Wildland Fires Remote Sensing: Classification, Detection, and Segmentation. Remote. Sens. Rafik Ghali, Moulay A. Akhloufi
2023	J	`jnl`	Deep Learning Methods for Chest Disease Detection Using Radiography Images. SN Comput. Sci. Adnane Ait Nasser, Moulay A. Akhloufi
2023	J	`jnl`	DeepPress: guided press release topic-aware text generation using ensemble transformers. Neural Comput. Appl. Abir Rahali, Moulay A. Akhloufi
2023	J	`jnl`	MalBERTv2: Code Aware BERT-Based Model for Malware Identification. Big Data Cogn. Comput. Abir Rahali, Moulay A. Akhloufi
2023	J	`jnl`	Peer-to-Peer Federated Learning for COVID-19 Detection Using Transformers. Comput. Mohamed Chetoui, Moulay A. Akhloufi
2023	—	`conf`	Proximity-Based Reward System and Reinforcement Learning for Path Planning. ICCAE Marc-André Blais, Moulay A. Akhloufi
2023	J	`jnl`	Vision Transformers for Lung Segmentation on CXR Images. SN Comput. Sci. Rafik Ghali, Moulay A. Akhloufi
2022	Misc	`conf`	ARSeg: An Attention RegSeg Architecture for CXR Lung Segmentation. IRI Rafik Ghali, Moulay A. Akhloufi
2022	—	`conf`	CTPlantNet: A Hybrid CNN-Transformer Architecture for Plant Disease Classification. ICM Adnane Ait Nasser, Moulay A. Akhloufi
2022	C	`conf`	Chest Diseases Classification Using CXR and Deep Ensemble Learning. CBMI Adnane Ait Nasser, Moulay A. Akhloufi
2022	Misc	`conf`	Classification of CXR Chest Diseases by Ensembling Deep Learning Models. IRI Adnane Ait Nasser, Moulay A. Akhloufi
2022	B	`conf`	Deep Learning and Computer Vision Techniques for Estimating Snow Coverage on Roads using Surveillance Cameras. AVSS François-Guillaume Landry, Moulay A. Akhloufi
2022	J	`jnl`	Deep Learning and Transformer Approaches for UAV-Based Wildfire Detection and Segmentation. Sensors Rafik Ghali, Moulay A. Akhloufi, Wided Souidène Mseddi
2022	—	`conf`	Deep Learning for Marine Bioacoustics and Fish Classification Using Underwater Sounds. CCECE Jean-François Laplante, Moulay A. Akhloufi, Cédric Gervaise
2022	Misc	`conf`	Multi-Scale Deep Ensemble Learning for Melanoma Skin Cancer Detection. IRI Takfarines Guergueb, Moulay A. Akhloufi
2022	C	`conf`	Skin Cancer Detection using Ensemble Learning and Grouping of Deep Models. CBMI Takfarines Guergueb, Moulay A. Akhloufi
2022	C	`conf`	Wildfire Segmentation using Deep-RegSeg Semantic Segmentation Architecture. CBMI Rafik Ghali, Moulay A. Akhloufi, Wided Souidène Mseddi, Marwa Jmal
2022	—	`conf`	Wildfires Detection and Segmentation Using Deep CNNs and Vision Transformers. ICPR Workshops (2) Rafik Ghali, Moulay A. Akhloufi
2021	J	`jnl`	A review of deep learning techniques for 2D and 3D human pose estimation. Image Vis. Comput. Miniar Ben Gamra, Moulay A. Akhloufi
2021	J	`jnl`	A review on absolute visual localization for UAV. Robotics Auton. Syst. Andy Couturier, Moulay A. Akhloufi
2021	J	`jnl`	Advances in Convolution Neural Networks Based Crowd Counting and Density Estimation. Big Data Cogn. Comput. Rafik Gouiaa, Moulay A. Akhloufi, Mozhdeh Shahbazi
2021	—	`conf`	Automated Detection of COVID-19 Cases using Recent Deep Convolutional Neural Networks and CT images EMBC Mohamed Chetoui, Moulay A. Akhloufi
2021	B	`conf`	Automatic Misogyny Detection in Social Media Platforms using Attention-based Bidirectional-LSTM. SMC Abir Rahali, Moulay A. Akhloufi, Anne-Marie Therien-Daniel, Éloi Brassard-Gourdeau
2021	—	`conf`	Deep Efficient Neural Networks for Explainable COVID-19 Detection on CXR Images. IEA/AIE (1) Mohamed Chetoui, Moulay A. Akhloufi
2021	—	`conf`	Deep Forecasting of COVID-19: Canadian Case Study. IEA/AIE (1) Fadoua Khennou, Moulay A. Akhloufi
2021	—	`conf`	Deep Learning and Binary Relevance Classification of Multiple Diseases using Chest X-Ray images EMBC Marc-André Blais, Moulay A. Akhloufi
2021	B	`conf`	Deep Learning for Body Parts Detection using HRNet and EfficientNet. AVSS Miniar Ben Gamra, Moulay A. Akhloufi, Chunpu Wang, Shuo Liu
2021	B	`conf`	Efficient Deep Neural Network for an Automated Detection of COVID-19 using CT images. SMC Mohamed Chetoui, Moulay A. Akhloufi
2021	J	`jnl`	Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture. Big Data Cogn. Comput. Mohamed Chetoui, Moulay A. Akhloufi, Bardia Yousefi, El Mostafa Bouattane
2021	B	`conf`	Forest Fires Segmentation using Deep Convolutional Neural Networks. SMC Rafik Ghali, Moulay A. Akhloufi, Marwa Jmal, Wided Souidène Mseddi, Rabah Attia
2021	B	`conf`	MalBERT: Malware Detection using Bidirectional Encoder Representations from Transformers. SMC Abir Rahali, Moulay A. Akhloufi
2021	J	`jnl`	MalBERT: Using Transformers for Cybersecurity and Malicious Software Detection. CoRR Abir Rahali, Moulay A. Akhloufi
2021	—	`conf`	Melanoma Skin Cancer Detection Using Recent Deep Learning Models EMBC Takfarines Guergueb, Moulay A. Akhloufi
2021	—	`conf`	Ocular Diseases Detection using Recent Deep Learning Techniques. EMBC Takfarines Guergueb, Moulay A. Akhloufi
2021	J	`jnl`	Wildfire Segmentation Using Deep Vision Transformers. Remote. Sens. Rafik Ghali, Moulay A. Akhloufi, Marwa Jmal, Wided Souidène Mseddi, Rabah Attia
2020	—	`conf`	2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos. ICIAR (1) Abdarahmane Traoré, Moulay A. Akhloufi
2020	—	`conf`	Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction. ICIAR (1) Abdoulaye O. Ly, Moulay A. Akhloufi
2020	—	`conf`	Deep Learning for Partial Fingerprint Inpainting and Recognition. ICIAR (1) Marc-André Blais, Andy Couturier, Moulay A. Akhloufi
2020	—	`conf`	Deep Retinal Diseases Detection and Explainability Using OCT Images. ICIAR (2) Mohamed Chetoui, Moulay A. Akhloufi
2020	—	`conf`	Evaluating Deep Learning Algorithms in Pulmonary Nodule Detection EMBC Abdarahmane Traoré, Abdoulaye O. Ly, Moulay A. Akhloufi
2020	—	`conf`	Explainable Deep Learning for Referable Diabetic Retinopathy. CCECE Mohamed Chetoui, Andy Couturier, Moulay A. Akhloufi
2020	—	`conf`	Explainable Diabetic Retinopathy using EfficientNET EMBC Mohamed Chetoui, Moulay A. Akhloufi
2020	—	`conf`	Predicting Cancer Types From miRNA Stem-loops Using Deep Learning. EMBC Jean-François Laplante, Moulay A. Akhloufi
2020	J	`jnl`	Unmanned Aerial Systems for Wildland and Forest Fires: Sensing, Perception, Cooperation and Assistance. CoRR Moulay A. Akhloufi, Nicolas A. Castro, Andy Couturier
2020	B	`conf`	Violence Detection in Videos using Deep Recurrent and Convolutional Neural Networks. SMC Abdarahmane Traoré, Moulay A. Akhloufi
2018	—	`conf`	CrowdSLAM: Toward Large-Scale 3D Structure from Crowd-Captured Images. CCECE Roger BootoTokime, Moulay A. Akhloufi
2018	—	`conf`	Diabetic Retinopathy Detection Using Machine Learning and Texture Features. CCECE Mohamed Chetoui, Moulay A. Akhloufi, Mustapha Kardouchi
2017	—	`conf`	Multimodal three-dimensional vision for wildland fires detection and analysis. IPTA Moulay A. Akhloufi, Tom Toulouse, Lucile Rossi, Xavier Maldague
2014	—	`conf`	3D vision system for intelligent milking robot automation. Intelligent Robots and Computer Vision: Algorithms and Techniques Moulay A. Akhloufi
2011	—	`conf`	GPGPU real-time texture analysis framework. Parallel Processing for Imaging Applications Moulay A. Akhloufi, Francis Gariepy, Gilles Champagne
2010	B	`conf`	A new framework for face recognition in and beyond the visible spectrum. SMC Moulay A. Akhloufi, Abdelhakim Bendada
2010	B	`conf`	Locally adaptive texture features for multispectral face recognition. SMC Moulay A. Akhloufi, Abdelhakim Bendada
2010	—	`conf`	Multispectral Face Recognition in Texture Space. CRV Abdelhakim Bendada, Moulay A. Akhloufi
2009	—	`conf`	Multispectral face recognition using non linear dimensionality reduction. Visual Information Processing Moulay A. Akhloufi, Abdelhakim Bendada, Jean-Christophe Batsale
2008	J	`jnl`	A New Color-Texture Approach for Industrial Products Inspection. J. Multim. Moulay A. Akhloufi, Xavier Maldague, Wael Ben Larbi
2008	—	`conf`	Hand and Wrist Physiological Features Extraction for near Infrared Biometrics. CRV Moulay A. Akhloufi, Abdelhakim Bendada
2008	—	`conf`	Thermal Faceprint: A New Thermal Face Signature Extraction for Infrared Face Recognition. CRV Moulay A. Akhloufi, Abdelhakim Bendada
2007	B	`conf`	Framework for color-texture classification in machine vision inspection of industrial products. SMC Moulay A. Akhloufi, Wael Ben Larbi, Xavier Maldague
1999	—	`conf`	Geometrically Valid View Rendering from Sparse Correspondence. SIP Moulay A. Akhloufi, Paul Cohen, Vladimir Polotski
1999	—	`conf`	Virtual View Synthesis from Uncalibrated Stereo Cameras. ICMCS, Vol. 2 Moulay A. Akhloufi, Vladimir Polotski, Paul Cohen