Search Results - "Canals, Raphael"

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach by Kerkech, Mohamed, Hafiane, Adel, Canals, Raphael

“…•An optimized method for multimodal image registration.•A new semi-automatic method for labelling images at pixel-wise.•Data augmentation based on ground truth…”
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Deep leaning approach with colorimetric spaces and vegetation indices for vine diseases detection in UAV images by Kerkech, Mohamed, Hafiane, Adel, Canals, Raphael

“…•Convolutional neural network for Esca disease detection in vineyard.•Unmanned aerial vehicle and RGB sensor as imaging system.•Deep learning model built on…”
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CRowNet: Deep Network for Crop Row Detection in UAV Images by Bah, Mamadou Dian, Hafiane, Adel, Canals, Raphael

“…Nowadays, the development of robots and smart tractors for the automation of sowing, harvesting, weeding etc. is transforming agriculture. Farmers are moving…”
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Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research by Ouhami, Maryam, Hafiane, Adel, Es-Saady, Youssef, El Hajji, Mohamed, Canals, Raphael

“…Crop diseases constitute a serious issue in agriculture, affecting both quality and quantity of agriculture production. Disease control has been a research…”
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Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images by Reedha, Reenul, Dericquebourg, Eric, Canals, Raphael, Hafiane, Adel

“…Monitoring crops and weeds is a major challenge in agriculture and food production today. Weeds compete directly with crops for moisture, nutrients, and…”
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ConvNeXt based semi-supervised approach with consistency regularization for weeds classification by Benchallal, Farouq, Hafiane, Adel, Ragot, Nicolas, Canals, Raphaël

“…Weed recognition is an essential step for automatic weed control systems. Identifying weeds enables targeted control measures to be implemented, minimizing the…”
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Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images by Bah, M, Hafiane, Adel, Canals, Raphael

“…In recent years, weeds have been responsible for most agricultural yield losses. To deal with this threat, farmers resort to spraying the fields uniformly with…”
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Image-based crop disease detection with federated learning by Mamba Kabala, Denis, Hafiane, Adel, Bobelin, Laurent, Canals, Raphaël

“…Crop disease detection and management is critical to improving productivity, reducing costs, and promoting environmentally friendly crop treatment methods…”
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VddNet: Vine Disease Detection Network Based on Multispectral Images and Depth Map by Kerkech, Mohamed, Hafiane, Adel, Canals, Raphael

“…Vine pathologies generate several economic and environmental problems, causing serious difficulties for the viticultural activity. The early detection of vine…”
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Indoor Pedestrian Localization With a Smartphone: A Comparison of Inertial and Vision-Based Methods by Elloumi, Wael, Latoui, Abdelhakim, Canals, Raphael, Chetouani, Aladine, Treuillet, Sylvie

“…Indoor pedestrian navigation systems are increasingly needed in various types of applications. However, such systems are still face many challenges. In…”
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Generative-Model-Based Data Labeling for Deep Network Regression: Application to Seed Maturity Estimation from UAV Multispectral Images by Dericquebourg, Eric, Hafiane, Adel, Canals, Raphael

“…Field seed maturity monitoring is essential to optimize the farming process and guarantee yield quality through high germination. Remote sensing of parsley…”
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Segmentation of Plantar Foot Thermal Images Using Prior Information by Bougrine, Asma, Harba, Rachid, Canals, Raphael, Ledee, Roger, Jabloun, Meryem, Villeneuve, Alain

“…Diabetic foot (DF) complications are associated with temperature variations. The occurrence of DF ulceration could be reduced by using a contactless thermal…”
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CactiViT: Image-based smartphone application and transformer network for diagnosis of cactus cochineal by Berka, Anas, Hafiane, Adel, Es-Saady, Youssef, El Hajji, Mohamed, Canals, Raphaël, Bouharroud, Rachid

“…The cactus is a plant that grows in many rural areas, widely used as a hedge, and has multiple benefits through the manufacture of various cosmetics and other…”
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Weeds detection in UAV imagery using SLIC and the hough transform by Bah, M. Dian, Hafiane, Adel, Canals, Raphael

“…Traditional weeds controlling tended to be spraying herbicides in all the fields. Such method not only requires huge quantities of herbicides but impact…”
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Indoor navigation assistance with a Smartphone camera based on vanishing points by Elloumi, Wael, Guissous, Kamel, Chetouani, Aladine, Canals, Raphael, Leconge, Remy, Emile, Bruno, Treuillet, Sylvie

“…Indoor navigation assistance is a highly challenging task that is increasingly needed in various types of applications such as visually impaired guidance,…”
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Hierarchical graph representation for unsupervised crop row detection in images by Bah, Mamadou Dian, Hafiane, Adel, Canals, Raphael

“…Crop row detection is an important aspect of smart farming. An accurate method of crop row detection ensures better navigation of the robot in the field as…”
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Segmentation of plantar foot thermal images: application to diabetic foot diagnosis by Bouallal, Doha, Bougrine, Asma, Douzi, Hassan, Harba, Rachid, Canals, Raphael, Vilcahuaman, Luis, Arbanil, Hugo

“…Abnormal plantar foot temperature changes are an early sign of diabetic foot (DF) ulcer, that can be detected using a thermal camera. This communication is…”
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Deep features and One-class classification with unsupervised data for weed detection in UAV images by Bah, M. Dian, Hafiane, Adel, Canals, Raphael, Emile, Bruno

“…With the raise of the world population, increasing agricultural productivity has become a necessity for farmers. One way to reduce the cost of chemicals and…”
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A biprocessor-oriented vision-based target tracking system by Canals, R., Roussel, A., Famechon, J.-L., Treuillet, S.

“…The design and realization of a vision-based target tracking system is proposed. The objective is to derive the orientation of a pan-tilt camera fitting a…”
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Volumetric ultrasound system for left ventricle motion imaging by Canals, R., Lamarque, G., Chatain, P.

“…An external ultrasound oscillating probe has been developed for the purpose of visualizing dynamically the left cardiac ventricle three-dimensional (3D)…”
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