Raphaël Canals

39 papers C 3Journal 23Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SPyCer: Semi-Supervised Physics-Guided Contextual Attention for Near-Surface Air Temperature Estimation from Satellite Imagery. CoRR Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai
2025	J	`jnl`	Decentralized federated learning using validation loss for model sharing in crop disease classification. Ecol. Informatics Denis Mamba Kabala, Adel Hafiane, Laurent Bobelin, Raphaël Canals
2025	J	`jnl`	Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification. CoRR Farouq Benchallal, Adel Hafiane, Nicolas Ragot, Raphaël Canals
2025	J	`jnl`	Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation. CoRR Anas Berka, Mohamed El Hajji, Raphaël Canals, Youssef Es-saady, Adel Hafiane
2025	J	`jnl`	FuseTen: A Generative Model for Daily 10 m Land Surface Temperature Estimation from Spatio-Temporal Satellite Observations. CoRR Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai
2025	J	`jnl`	Loss-Guided Model Sharing and Local Learning Correction in Decentralized Federated Learning for Crop Disease Classification. CoRR Denis Mamba Kabala, Adel Hafiane, Laurent Bobelin, Raphaël Canals
2025	J	`jnl`	WGAST: Weakly-Supervised Generative Network for Daily 10 m Land Surface Temperature Estimation via Spatio-Temporal Fusion. CoRR Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai
2024	J	`jnl`	ConvNeXt based semi-supervised approach with consistency regularization for weeds classification. Expert Syst. Appl. Farouq Benchallal, Adel Hafiane, Nicolas Ragot, Raphaël Canals
2024	J	`jnl`	Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends. CoRR Sofiane Bouaziz, Adel Hafiane, Raphaël Canals, Rachid Nedjai
2024	—	`conf`	Enhancing DeepLabV3+ for aerial image semantic segmentation using weighted upsampling. ISIVC Anas Berka, Youssef Es-saady, Mohamed El Hajji, Raphaël Canals, Adel Hafiane
2023	J	`jnl`	Hierarchical graph representation for unsupervised crop row detection in images. Expert Syst. Appl. Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
2022	J	`jnl`	Generative models-based data labeling for deep networks regression: application to seed maturity estimation from UAV multispectral images. CoRR Eric Dericquebourg, Adel Hafiane, Raphaël Canals
2022	J	`jnl`	Generative-Model-Based Data Labeling for Deep Network Regression: Application to Seed Maturity Estimation from UAV Multispectral Images. Remote. Sens. Eric Dericquebourg, Adel Hafiane, Raphaël Canals
2022	J	`jnl`	Segmentation of Plantar Foot Thermal Images Using Prior Information. Sensors Asma Bougrine, Rachid Harba, Raphaël Canals, Roger Lédée, Meryem Jabloun, Alain Villeneuve
2022	J	`jnl`	Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images. Remote. Sens. Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane
2021	J	`jnl`	Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research. Remote. Sens. Maryam Ouhami, Adel Hafiane, Youssef Es-saady, Mohamed El Hajji, Raphaël Canals
2021	J	`jnl`	Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images. CoRR Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane
2020	J	`jnl`	CRowNet: Deep Network for Crop Row Detection in UAV Images. IEEE Access Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
2020	C	`conf`	Deep Transfer Learning Models for Tomato Disease Detection. ICISP Maryam Ouhami, Youssef Es-saady, Mohamed El Hajji, Adel Hafiane, Raphaël Canals, Mostafa El Yassa
2020	—	`conf`	Segmentation of plantar foot thermal images: application to diabetic foot diagnosis. IWSSIP Doha Bouallal, Asma Bougrine, Hassan Douzi, Rachid Harba, Raphaël Canals, Luis Vilcahuaman, Hugo Arbañil
2020	J	`jnl`	VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map. Remote. Sens. Mohamed Kerkech, Adel Hafiane, Raphaël Canals
2020	C	`conf`	Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information. ICISP Mohamed Kerkech, Adel Hafiane, Raphaël Canals, Frédéric Ros
2020	J	`jnl`	Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach. Comput. Electron. Agric. Mohamed Kerkech, Adel Hafiane, Raphaël Canals
2019	—	`conf`	Deep features and One-class classification with unsupervised data for weed detection in UAV images. IPTA Mamadou Dian Bah, Adel Hafiane, Raphaël Canals, Bruno Emile
2019	—	`conf`	On the segmentation of plantar foot thermal images with Deep Learning. EUSIPCO Asma Bougrine, Rachid Harba, Raphaël Canals, Roger Lédée, Meryem Jabloun
2018	J	`jnl`	Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images. Remote. Sens. Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
2018	J	`jnl`	Deep Learning with unsupervised data labeling for weeds detection on UAV images. CoRR Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
2018	J	`jnl`	Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images. Comput. Electron. Agric. Mohamed Kerkech, Adel Hafiane, Raphaël Canals
2017	—	`conf`	A joint snake and atlas-based segmentation of plantar foot thermal images. IPTA Asma Bougrine, Rachid Harba, Raphaël Canals, Roger Lédée, Meryem Jabloun
2017	—	`conf`	Weeds detection in UAV imagery using SLIC and the hough transform. IPTA Mamadou Dian Bah, Adel Hafiane, Raphaël Canals
2016	—	`conf`	Detection of diabetic foot hyperthermia by using a regionalization method, based on the plantar angiosomes, on infrared images. EMBC Yang Liu, Andrea Polo, Martha Zequera, Rachid Harba, Raphaël Canals, Luis Vilcahuaman, Y. Bello
2014	—	`conf`	Detection of diabetic foot hyperthermia by infrared imaging. EMBC Luis Vilcahuaman, Rachid Harba, Raphaël Canals, Martha Zequera, Carlos Wilches, Maria Teresa Arista, Leticia Torres, Hugo Arbañil
2013	C	`conf`	Indoor navigation assistance with a Smartphone camera based on vanishing points. IPIN Wael Elloumi, Kamel Guissous, Aladine Chetouani, Raphaël Canals, Remy Leconge, Bruno Emile, Sylvie Treuillet
2013	—	`conf`	Robust Descriptors Fusion for Pedestrians' Re-identification and Tracking Across a Camera Network. VISAPP (2) Ahmed Derbel, Yousra Ben Jemaa, Sylvie Treuillet, Bruno Emile, Raphaël Canals, Abdelmajid Ben Hamadou
2012	—	`conf`	Comparative study between color texture and shape descriptors for multi-camera pedestrians identification. IPTA Ahmed Derbel, Yousra Ben Jemaa, Raphaël Canals, Bruno Emile, Sylvie Treuillet, Abdelmajid Ben Hamadou
2009	—	`conf`	Occlusion-handling for improved particle filtering-based tracking. EUSIPCO Raphaël Canals, Ali Ganoun, Remy Leconge
2006	—	`conf`	Improved Object Tracking With Camshift Algorithm. ICASSP (2) Nouar Ould-Dris, Ali Ganoun, Raphaël Canals
2006	—	`conf`	Tracking system using CamShift and feature points. EUSIPCO Ali Ganoun, Nouar Ould-Dris, Raphaël Canals
2002	J	`jnl`	A biprocessor-oriented vision-based target tracking system. IEEE Trans. Ind. Electron. Raphaël Canals, Anthony Roussel, Jean-Luc Famechon, Sylvie Treuillet