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2020

Argüeso, David; Picon, Artzai; Irusta, Unai; Medela, Alfonso; San-Emeterio, Miguel G; Bereciartua, Arantza; Alvarez-Gila, Aitor

Few-Shot Learning approach for plant disease classification using images taken in the field (Artículo de revista)

Computers and Electronics in Agriculture, 175 , 2020.

(Enlaces | BibTeX | Etiquetas: bacterial plant disease, contrastive loss, convolutional neural networks, deep learning, few shot learning, fungal plant disease, plant disease, triplet loss)

2018

Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; SEITZ, MAXIMILIAM; ORTIZ-BARREDO, AMAIA; ECHAZARRA, JONE; JOHANNES, ALEXANDER

Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild (Artículo de revista)

Computers and Electronics in Agriculture, 2018, ISSN: 0168-1699.

(Resumen | Enlaces | BibTeX | Etiquetas: cnn, convolutional neural networks, deep learning, disease identification, early pest, image processing, phytopathology, plant disease, precision agriculture)

2017

JOHANNES, ALEXANDER; Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; ECHAZARRA, JONE; RODRÍGUEZ-VAAMONDE, SERGIO; NAVAJAS, ANA DÍEZ; ORTIZ-BARREDO, AMAIA

Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case (Artículo de revista)

Computers and Electronics in Agriculture, 138 , pp. 200–209, 2017.

(Enlaces | BibTeX | Etiquetas: plant disease)

2015

E.GIL, ; M.GALLART, ; Picón-Ruiz, Artzai; J.ECHAZARRA, ; R.BARRIO, ; C.SAMPEDRO, ; Á.BARRANCO, ; S.RAINIERI, ; A.ORTIZ, ; A.M.DÍEZ-NAVAJAS,

Project LIFE-FITOVID-Implementation of demonstrative & innovative strategies to reduce the use of plant protection products in viticulture (Artículo de revista)

2015.

(Enlaces | BibTeX | Etiquetas: plant disease)