Automatic wheat ear counting using machine learning based on RGB UAV imagery
Fernandez‐Gallego, Jose A., Lootens, Peter, Borra‐Serrano, Irene, Derycke, Veerle, Haesaert, Geert, Roldán‐Ruiz, Isabel, Araus, Jose L., Kefauver, Shawn C.
Published in The Plant journal : for cell and molecular biology (01.08.2020)
Published in The Plant journal : for cell and molecular biology (01.08.2020)
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Journal Article
Cereal Crop Ear Counting in Field Conditions Using Zenithal RGB Images
Fernandez-Gallego, José A, Buchaillot, María Luisa, Gracia-Romero, Adrian, Vatter, Thomas, Diaz, Omar Vergara, Aparicio Gutiérrez, Nieves, Nieto-Taladriz, María Teresa, Kerfal, Samir, Serret, Maria Dolors, Araus, José Luis, Kefauver, Shawn C
Published in Journal of visualized experiments (02.02.2019)
Published in Journal of visualized experiments (02.02.2019)
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Journal Article
Comparative UAV and Field Phenotyping to Assess Yield and Nitrogen Use Efficiency in Hybrid and Conventional Barley
Kefauver, Shawn C, Vicente, Rubén, Vergara-Díaz, Omar, Fernandez-Gallego, Jose A, Kerfal, Samir, Lopez, Antonio, Melichar, James P E, Serret Molins, María D, Araus, José L
Published in Frontiers in plant science (10.10.2017)
Published in Frontiers in plant science (10.10.2017)
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Journal Article
UAV and Ground Image-Based Phenotyping: A Proof of Concept with Durum Wheat
Gracia-Romero, Adrian, Kefauver, Shawn C., Fernandez-Gallego, Jose A., Vergara-Díaz, Omar, Nieto-Taladriz, María Teresa, Araus, José L.
Published in Remote sensing (Basel, Switzerland) (01.05.2019)
Published in Remote sensing (Basel, Switzerland) (01.05.2019)
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Journal Article
Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification
Triana-Martinez, Jenniffer Carolina, Gil-González, Julian, Fernandez-Gallego, Jose A, Álvarez-Meza, Andrés Marino, Castellanos-Dominguez, Cesar German
Published in Sensors (Basel, Switzerland) (28.03.2023)
Published in Sensors (Basel, Switzerland) (28.03.2023)
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Journal Article
Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot
Triana-Martinez, Jenniffer Carolina, Álvarez-Meza, Andrés Marino, Gil-González, Julian, De Swaef, Tom, Fernandez-Gallego, Jose A.
Published in Remote sensing (Basel, Switzerland) (01.08.2024)
Published in Remote sensing (Basel, Switzerland) (01.08.2024)
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Journal Article
Automatic Wheat Ear Counting Using Thermal Imagery
Fernandez-Gallego, Jose, Buchaillot, Ma, Aparicio Gutiérrez, Nieves, Nieto-Taladriz, María, Araus, José, Kefauver, Shawn
Published in Remote sensing (Basel, Switzerland) (01.04.2019)
Published in Remote sensing (Basel, Switzerland) (01.04.2019)
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Journal Article
Comparative UAV and field phenotyping to assess yield and nitrogen use efficiency in hibrid and conventional barley
Kefauver, Shawn C, Vicente, Rubén, Vergara Díaz, Omar, Fernández Gallego, José A, Kerfal, Samir, Lopez, Antonio, Melichar, James P. E, Serret Molins, M. Dolors, Araus Ortega, José Luis
Published in Frontiers in plant science (10.10.2017)
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Published in Frontiers in plant science (10.10.2017)
Journal Article
Leaf dorsoventrality as a paramount factor determining spectral performance in field-grown wheat under contrasting water regimes
Vergara-Díaz, Omar, Chairi, Fadia, Vicente, Rubén, Fernandez-Gallego, Jose A, Nieto-Taladriz, Maria Teresa, Aparicio, Nieves, Kefauver, Shawn C, Araus, José Luis
Published in Journal of experimental botany (25.05.2018)
Published in Journal of experimental botany (25.05.2018)
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Journal Article
Open-Source Software for Crop Physiological Assessments Using High Resolution RGB Images
Kefauver, Shawn C., Romero, Adrian Gracia, Buchaillot, Ma. Luisa, Vergara-Diaz, Omar, Fernandez-Gallego, Jose A., El-Haddad, Georges, Akl, Alexi, Araus, Jose Luis
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
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Conference Proceeding
Cereal Crop Ear Counting in Field Conditions Using Zenithal RGB Images
Fernandez-Gallego, José A., Buchaillot, María Luisa, Gracia-Romero, Adrian, Vatter, Thomas, Diaz, Omar Vergara, Aparicio Gutiérrez, Nieves, Nieto-Taladriz, María Teresa, Kerfal, Samir, Serret, Maria Dolors, Araus, José Luis, Kefauver, Shawn C.
Published in Journal of visualized experiments (02.02.2019)
Published in Journal of visualized experiments (02.02.2019)
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Journal Article
Heterosis and reciprocal effects for physiological and morphological traits of popcorn plants under different water conditions
Kamphorst, Samuel Henrique, Amaral Júnior, Antônio Teixeira do, Vergara-Diaz, Omar, Gracia-Romero, Adrian, Fernandez-Gallego, Jose A., Chang-Espino, Melissa Carolina, Buchaillot, Maria Luisa, Rezzouk, Fatima Zahra, Lima, Valter Jário de, Serret, Maria Dolores, Ortega, Jose Luis Araus
Published in Agricultural water management (01.03.2022)
Published in Agricultural water management (01.03.2022)
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Journal Article
Implications of Very Deep Super-Resolution (VDSR) on RGB imagery for grain yield assessment in wheat
Fernandez-Gallego, Jose A., Kefauver, Shawn C., Gutierrez, Nieves A., Nieto-Taladriz, Maria T., Araus, Jose L.
Published in 2020 Virtual Symposium in Plant Omics Sciences (OMICAS) (23.11.2020)
Published in 2020 Virtual Symposium in Plant Omics Sciences (OMICAS) (23.11.2020)
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Conference Proceeding