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Javier Romero

BASF Española SL

SCHOLARLY PAPERS

2

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157

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Scholarly Papers (2)

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1.

Vision Foundation Models in Agriculture: Toward Domain-Specific Adaptation for Weed Herbicide Trials Assessment

Number of pages: 21 Posted: 11 Nov 2025
Leire Benito-Del-Valle, Artzai Picon, Daniel Mugica, Manuel Ramos, Eva Portillo, Javier Romero, Carlos Javier Jimenez and Ramón Navarra-Mestre
University of the Basque Country, Basque Research and Technology Alliance (BRTA), affiliation not provided to SSRN, affiliation not provided to SSRN, University of the Basque Country, BASF Española SL, affiliation not provided to SSRN and BASF SE
Downloads 92 (730,864)

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Foundation models, Large Visual Models, Plant Species and Damage segmentation, Precision Agriculture, Precise Phenotyping

2.

Improving Disease Quantification in Agricultural Imagery: Multi-Crop Neural Networks for Semantic Segmentation with Contextual Metadata and Semi-Supervised Learning

Number of pages: 18 Posted: 18 Dec 2023
Artzai Picon, Itziar Eguskiza, Pablo Galan, Laura Gómez, Javier Romero, Christian Klukas, Arantza Bereciartua-Pérez, Mike Scharner and Ramón Navarra-Mestre
Basque Research and Technology Alliance (BRTA), Basque Research and Technology Alliance (BRTA), Basque Research and Technology Alliance (BRTA), Basque Research and Technology Alliance (BRTA), BASF Española SL, BASF SE, Basque Research and Technology Alliance (BRTA), BASF SE and BASF SE
Downloads 65 (916,100)

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convolutional neural network, contextual meta-data, precision agriculture, crop protection, deep learning