Raphaël Canals

According to our database, Raphaël Canals authored at least 31 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

ConvNeXt based semi-supervised approach with consistency regularization for weeds classification.

Farouq Benchallal, Adel Hafiane, Nicolas Ragot, Raphaël Canals

Expert Syst. Appl., 2024

Enhancing DeepLabV3+ for aerial image semantic segmentation using weighted upsampling.

Anas Berka, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals, Adel Hafiane

Proceedings of the 12th IEEE International Symposium on Signal, 2024

2023

Hierarchical graph representation for unsupervised crop row detection in images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

Expert Syst. Appl., April, 2023

2022

Segmentation of Plantar Foot Thermal Images Using Prior Information.

Asma Bougrine, Rachid Harba, Raphaël Canals, Roger Lédée, Meryem Jabloun, Alain Villeneuve

Sensors, 2022

Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images.

Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane

Remote. Sens., 2022

Generative-Model-Based Data Labeling for Deep Network Regression: Application to Seed Maturity Estimation from UAV Multispectral Images.

Eric Dericquebourg, Adel Hafiane, Raphaël Canals

Remote. Sens., 2022

Generative models-based data labeling for deep networks regression: application to seed maturity estimation from UAV multispectral images.

Eric Dericquebourg, Adel Hafiane, Raphaël Canals

CoRR, 2022

2021

Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research.

Maryam Ouhami, Adel Hafiane, Youssef Es-Saady, Mohamed El Hajji, Raphaël Canals

Remote. Sens., 2021

Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images.

Reenul Reedha, Eric Dericquebourg, Raphaël Canals, Adel Hafiane

CoRR, 2021

2020

VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals

Remote. Sens., 2020

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals

Comput. Electron. Agric., 2020

CRowNet: Deep Network for Crop Row Detection in UAV Images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

IEEE Access, 2020

Segmentation of plantar foot thermal images: application to diabetic foot diagnosis.

Doha Bouallal, Asma Bougrine, Hassan Douzi, Rachid Harba, Raphaël Canals, Luis Vilcahuaman, Hugo Arbañil

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Deep Transfer Learning Models for Tomato Disease Detection.

Maryam Ouhami, Youssef Es-Saady, Mohamed El Hajji, Adel Hafiane, Raphaël Canals, Mostafa El Yassa

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals, Frédéric Ros

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

2019

Deep features and One-class classification with unsupervised data for weed detection in UAV images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals, Bruno Emile

Proceedings of the Ninth International Conference on Image Processing Theory, 2019

On the segmentation of plantar foot thermal images with Deep Learning.

Asma Bougrine, Rachid Harba, Raphaël Canals, Roger Lédée, Meryem Jabloun

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

Remote. Sens., 2018

Deep Learning with unsupervised data labeling for weeds detection on UAV images.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

CoRR, 2018

Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images.

Mohamed Kerkech, Adel Hafiane, Raphaël Canals

Comput. Electron. Agric., 2018

2017

A joint snake and atlas-based segmentation of plantar foot thermal images.

Asma Bougrine, Rachid Harba, Raphaël Canals, Roger Lédée, Meryem Jabloun

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Weeds detection in UAV imagery using SLIC and the hough transform.

Mamadou Dian Bah, Adel Hafiane, Raphaël Canals

Proceedings of the Seventh International Conference on Image Processing Theory, 2017

2016

Detection of diabetic foot hyperthermia by using a regionalization method, based on the plantar angiosomes, on infrared images.

Yang Liu, Andrea Polo, Martha Zequera, Rachid Harba, Raphaël Canals, Luis Vilcahuaman, Y. Bello

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014

Detection of diabetic foot hyperthermia by infrared imaging.

Luis Vilcahuaman, Rachid Harba, Raphaël Canals, Martha Zequera, Carlos Wilches, Maria Teresa Arista, Leticia Torres, Hugo Arbañil

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Robust Descriptors Fusion for Pedestrians' Re-identification and Tracking Across a Camera Network.

Ahmed Derbel, Yousra Ben Jemaa, Sylvie Treuillet, Bruno Emile, Raphaël Canals, Abdelmajid Ben Hamadou

Proceedings of the VISAPP 2013, 2013

Indoor navigation assistance with a Smartphone camera based on vanishing points.

Wael Elloumi, Kamel Guissous, Aladine Chetouani, Raphaël Canals, Remy Leconge, Bruno Emile, Sylvie Treuillet

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2013

2012

Comparative study between color texture and shape descriptors for multi-camera pedestrians identification.

Ahmed Derbel, Yousra Ben Jemaa, Raphaël Canals, Bruno Emile, Sylvie Treuillet, Abdelmajid Ben Hamadou

Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2009

Occlusion-handling for improved particle filtering-based tracking.

Raphaël Canals, Ali Ganoun, Remy Leconge

Proceedings of the 17th European Signal Processing Conference, 2009

2006

Improved Object Tracking With Camshift Algorithm.

Nouar Ould-Dris, Ali Ganoun, Raphaël Canals

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Tracking system using CamShift and feature points.

Ali Ganoun, Nouar Ould-Dris, Raphaël Canals

Proceedings of the 14th European Signal Processing Conference, 2006

2002

A biprocessor-oriented vision-based target tracking system.

Raphaël Canals, Anthony Roussel, Jean-Luc Famechon, Sylvie Treuillet

IEEE Trans. Ind. Electron., 2002