Publicaciones (59) Publicaciones de ARTZAI PICON RUIZ

2024

  1. Deep learning-based instance segmentation for improved pepper phenotyping

    Smart Agricultural Technology, Vol. 9

2023

  1. Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods

    Journal of Imaging, Vol. 9, Núm. 9

  2. Damage assessment of soybean and redroot amaranth plants in greenhouse through biomass estimation and deep learning-based symptom classification

    Smart Agricultural Technology, Vol. 5

  3. Multiclass insect counting through deep learning-based density maps estimation

    Smart Agricultural Technology, Vol. 3

2022

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

    Frontiers in Plant Science, Vol. 13

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

    Artificial Intelligence in Agriculture, Vol. 6, pp. 199-210

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

    Computers and Electronics in Agriculture, Vol. 194

  4. Insect counting through deep learning-based density maps estimation

    Computers and Electronics in Agriculture, Vol. 197

2021

  1. A probabilistic model and capturing device for remote simultaneous estimation of spectral emissivity and temperature of hot emissive materials

    IEEE Access, Vol. 9, pp. 100513-100529

  2. Analysis on the Characterization of Multiphoton Microscopy Images for Malignant Neoplastic Colon Lesion Detection under Deep Learning Methods

    Journal of Pathology Informatics, Vol. 12, Núm. 1

  3. Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying

    IEEE Access, Vol. 9, pp. 32081-32093

  4. Autofluorescence image reconstruction and virtual staining for in-vivo optical biopsying

    IEEE Access

  5. Beach carrying capacity management under Covid-19 era on the Basque Coast by means of automated coastal videometry

    Ocean and Coastal Management, Vol. 208

  6. Characterization of optical coherence tomography images for colon lesion differentiation under deep learning

    Applied Sciences (Switzerland), Vol. 11, Núm. 7

  7. Error control and loss functions for the deep learning inversion of borehole resistivity measurements

    International Journal for Numerical Methods in Engineering, Vol. 122, Núm. 6, pp. 1629-1657

  8. Mri deep learning-based solution for alzheimer’s disease prediction

    Journal of Personalized Medicine, Vol. 11, Núm. 9

2020

  1. A deep learning approach to the inversion of borehole resistivity measurements

    Computational Geosciences, Vol. 24, Núm. 3, pp. 971-994

  2. Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

    Artificial Intelligence in Medicine, Vol. 108

  3. Eigenloss: Combined PCA-based loss function for polyp segmentation

    Mathematics, Vol. 8, Núm. 8

  4. Few-Shot Learning approach for plant disease classification using images taken in the field

    Computers and Electronics in Agriculture, Vol. 175