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Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets

Artzai Picón, Miguel G. San-Emeterio, Arantza Bereciartúa-Pérez et al. · Computers and Electronics in Agriculture · 2022 · 79 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +16

Insect counting through deep learning-based density maps estimation

Arantza Bereciartúa-Pérez, Laura Gómez-Zamanillo, Artzai Picón et al. · Computers and Electronics in Agriculture · 2022 · 62 citations

Life Sciences, Entomology, Insect Behavior +5

Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets

Itziar Egusquiza, Artzai Picón, Unai Irusta et al. · Frontiers in Plant Science · 2022 · 43 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +17

Deep convolutional neural network for damaged vegetation segmentation from RGB images based on virtual NIR-channel estimation

Artzai Picón, Arantza Bereciartúa-Pérez, Itziar Eguskiza et al. · Artificial Intelligence in Agriculture · 2022 · 18 citations · Full text

Computing, Computer Science, Crop Sciences +17

Multiclass insect counting through deep learning-based density maps estimation

Arantza Bereciartúa-Pérez, Laura Gómez-Zamanillo, Artzai Picón et al. · Smart Agricultural Technology · 2022 · 15 citations · Full text

Agriculture, Computer Science, Entomology +17