Automated grapevine flower detection and quantification method based on computer vision and deep learning from on-the-go imaging using a mobile sensing platform under field … F Palacios, G Bueno, J Salido, MP Diago, I Hernández, J Tardaguila Computers and Electronics in Agriculture 178, 105796, 2020 | 80 | 2020 |
Deep learning for the differentiation of downy mildew and spider mite in grapevine under field conditions S Gutiérrez, I Hernández, S Ceballos, I Barrio, AM Díez-Navajas, ... Computers and Electronics in Agriculture 182, 105991, 2021 | 55 | 2021 |
Artificial intelligence and novel sensing technologies for assessing downy mildew in grapevine I Hernández, S Gutiérrez, S Ceballos, R Iñíguez, I Barrio, J Tardaguila Horticulturae 7 (5), 103, 2021 | 23 | 2021 |
Impact of leaf occlusions on yield assessment by computer vision in commercial vineyards R Íñiguez, F Palacios, I Barrio, I Hernández, S Gutiérrez, J Tardaguila Agronomy 11 (5), 1003, 2021 | 18 | 2021 |
Assessment of downy mildew in grapevine using computer vision and fuzzy logic. Development and validation of a new method I Hernández, S Gutiérrez, S Ceballos, F Palacios, SL Toffolatti, ... International Viticulture and Enology Society, 2022 | 14 | 2022 |
Image analysis with deep learning for early detection of downy mildew in grapevine I Hernández, S Gutiérrez, J Tardaguila Scientia Horticulturae 331, 113155, 2024 | 8 | 2024 |
In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine I Hernández, S Gutiérrez, I Barrio, R Íñiguez, J Tardaguila Computers and Electronics in Agriculture 226, 109478, 2024 | 2 | 2024 |
Using artificial intelligence (AI) for grapevine disease detection based on images C Poblete-Echeverría, I Hernández, S Gutiérrez, R Iñiguez, I Barrio, ... BIO Web of Conferences 68, 01021, 2023 | 2 | 2023 |
Deep learning modelling for non-invasive grape bunch detection under diverse occlusion conditions R Íñiguez, S Gutiérrez, C Poblete-Echeverría, I Hernández, I Barrio, ... Computers and Electronics in Agriculture 226, 109421, 2024 | | 2024 |
Small data deep learning methodology for in-field disease detection D Herrera-Poyato, J Domínguez-Rull, R Montes, I Hernánde, I Barrio, ... arXiv preprint arXiv:2409.17119, 2024 | | 2024 |
Inteligencia artificial y visión por ordenador para evaluar los componentes del rendimiento de la vid en viñedos comerciales R Íñiguez, C Poblete-Echeverría, I Hernández, S Gutiérrez, I Barrio, ... BIO Web of Conferences 68, 01023, 2023 | | 2023 |
Hyperspectral imaging and machine learning for pest and disease detection in commercial vineyards. I Hernández, M Alonso, S Gutiérrez, S Ceballos, R Iñiguez, F Palacios, ... 13th European Conference on Precision Agriculture, 2021 Budapest (Hungary), 2021 | | 2021 |
In-field downy mildew detection in grapevine using computer vision and convolutional neural networks. I Hernández, S Gutiérrez, S Ceballos, R Iñiguez, F Palacios, ... 13th European Conference on Precision Agriculture, 2021 Budapest (Hungary), 2021 | | 2021 |
Inteligencia artificial y sensórica avanzada para monitorizar el mildiu en vid. J Tardáguila, I Hernández, S Ceballos, R Iñiguez, MP Diago, I Barrio, ... Enoviticultura, 34-35, 2021 | | 2021 |
Computer vision and artificial intelligence for assessing plant diseases in data-driven agriculture: a case study of downy mildew in grapevine J Tardaguila, I Hernandez, S Gutierrez, I Barrio, R Iñiguez, F Palacios, ... 1st International Conference on Computing and Machine Intelligence (ICMI …, 2021 | | 2021 |
Computer vision for assessing downy mildew in grapevine leaves under laboratory conditions I Hernández, S Gutiérrez, S Ceballos, R Iñiguez, I Barrio, F Palacios, ... 1st International Conference on Computing and Machine Intelligence (ICMI …, 2021 | | 2021 |
Estimación de la producción de uva del viñedo mediante visión artificial RÍ Mangado, FP López, IB Fernández, IH Casado, SG Salcedo La Semana vitivinícola, 472-474, 2021 | | 2021 |
Aplicación de la visión por computador para evaluar la canopy en viñedos comerciales RÍ Mangado, FP López, IB Fernández, IH Casado, SG Salcedo La Semana vitivinícola, 468-471, 2021 | | 2021 |
Detection of spider mite using artificial intelligence in digital viticulture. I Hernández, S Gutiérrez, S Ceballos, I Barrio, F Palacios, ... XIII International Terroir Congress, 2020 Adelaide (Australia), 2020 | | 2020 |
Using image analysis for assessing downy mildew severity in grapevine. I Hernández, S Ceballos, M Alonso, S Gutiérrez, U Calvo, I Barrio, ... XIII International Terroir Congress, 2020 Adelaide (Australia), 2020 | | 2020 |