Publicaciones en colaboración con investigadores/as de Universidad Politécnica de Madrid (25)

2024

  1. Adjustment of Sentinel-3 Spectral Bands With Sentinel-2 to Enhance the Quality of Spatio-Temporally Fused Images

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 584-600

  2. Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data

    Artificial Intelligence in Medicine, Vol. 149

2023

  1. Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse

    Machine Learning and Knowledge Extraction, Vol. 5, Núm. 4, pp. 1456-1473

  2. Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

    Frontiers in Plant Science, Vol. 14

2022

  1. Automatic detection of pneumonia in chest X-ray images using textural features

    Computers in Biology and Medicine, Vol. 145

  2. CaptuRING: A do-it-yourself tool for wood sample digitization

    Methods in Ecology and Evolution, Vol. 13, Núm. 6, pp. 1185-1191

  3. Early Estimation of Tomato Yield by Decision Tree Ensembles

    Agriculture (Switzerland), Vol. 12, Núm. 10

  4. Mapping Tree Canopy in Urban Environments Using Point Clouds from Airborne Laser Scanning and Street Level Imagery

    Sensors, Vol. 22, Núm. 9

  5. Patagonian Andes Landslides Inventory: The Deep Learning’s Way to Their Automatic Detection

    Remote Sensing

  6. Textural features for automatic detection and categorisation of pneumonia in chest X-ray images

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

2021

  1. Ex post analysis of water supply demand in an agricultural basin by multi-source data integration

    Remote Sensing, Vol. 13, Núm. 11

  2. Improving deep learning sorghum head detection through test time augmentation

    Computers and Electronics in Agriculture, Vol. 186

  3. La inteligencia artificial ya es una realidad en el sector forestal

    Foresta, Núm. 81, pp. 22-23

  4. Satellite data and machine learning reveal the incidence of late frost defoliations on Iberian beech forests

    Ecological Applications, Vol. 31, Núm. 3

  5. ρ-MtreeRing: A Graphical User Interface for X-ray Microdensity Analysis

    Forests, Vol. 12, Núm. 10

2020

  1. A satellite-based ex post analysis of water management in a blueberry orchard

    Computers and Electronics in Agriculture, Vol. 176

  2. Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images

    Neural Computing and Applications, Vol. 32, Núm. 24, pp. 17927-17939

  3. Multi-scale RoIs selection for classifying multi-spectral images

    Multidimensional Systems and Signal Processing, Vol. 31, Núm. 2, pp. 745-769

2019

  1. Deep Learning for Automatic Outlining Agricultural Parcels: Exploiting the Land Parcel Identification System

    IEEE Access, Vol. 7, pp. 158223-158236

2018

  1. Assessment of the spectral quality of fused images using the CIEDE2000 distance

    Computing, Vol. 100, Núm. 11, pp. 1175-1188