Insect counting through deep learning-based density maps estimation A Bereciartua-Pérez, L Gómez, A Picón, R Navarra-Mestre, C Klukas, ... Computers and Electronics in Agriculture 197, 106933, 2022 | 42 | 2022 |
Multiclass insect counting through deep learning-based density maps estimation A Bereciartua-Pérez, L Gómez, A Picón, R Navarra-Mestre, C Klukas, ... Smart Agricultural Technology 3, 100125, 2023 | 12 | 2023 |
Damage assessment of soybean and redroot amaranth plants in greenhouse through biomass estimation and deep learning-based symptom classification L Gómez-Zamanillo, A Bereciartua-Pérez, A Picón, L Parra, ... Smart Agricultural Technology 5, 100243, 2023 | 8 | 2023 |
Quantifying plant infestation by estimating the number of biological objects on leaves, by convolutional neural networks that use training images obtained by a semi-supervised … A Bereciartua-Perez, AP Ruiz, AA GILA, JE HUGUET, T Eggers, C Klukas, ... US Patent App. 17/799,829, 2023 | 5 | 2023 |
SYSTEM AND METHOD FOR ESTIMATING VEGETATION COVERAGE IN A REAL-WORLD ENVIRONMENT A Picon Ruiz, EM Gonzalez San, A Bereciartua-perez, ... US Patent App. 17/925,250, 2023 | 1 | 2023 |
Crop-conditional semantic segmentation for efficient agricultural disease assessment A Picon, I Eguskiza, P Galan, L Gomez-Zamanillo, J Romero, C Klukas, ... Artificial Intelligence in Agriculture 15 (1), 79-87, 2025 | | 2025 |
When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models I Egusquiza, L Benito-Del-Valle, A Picón, A Bereciartua-Pérez, ... Computers and Electronics in Agriculture 229, 109690, 2025 | | 2025 |
Taxonomic Hierarchical Loss Function for Enhanced Crop and Weed Phenotyping in Multi-Task Semantic Segmentation. A Picon, D Mugica, I Eguskiza, A Bereciartua-Perez, J Romero, ... Smart Agricultural Technology, 100761, 2025 | | 2025 |
Deep learning-based instance segmentation for improved pepper phenotyping L Gómez-Zamanillo, P Galán, A Bereciartúa-Pérez, A Picón, JM Moreno, ... Smart Agricultural Technology 9, 100555, 2024 | | 2024 |
Caracterización de la fluctuación en la impedancia torácica debido a ventilaciones L Gómez Zamanillo | | 2017 |
Improving Disease Quantification in Agricultural Imagery: Multi-Crop Neural Networks for Semantic Segmentation with Contextual Metadata and Semi-Supervised Learning A Picon, I Eguskiza, P Galan, L Gómez, J Romero, C Klukas, ... Available at SSRN 4663174, 0 | | |