Publicaciones (74) Publicaciones de Ruben Fernandez Beltran

2024

  1. A Comparative Study of Physically Accurate Synthetic Shadow Datasets in Agricultural Settings with Human Activity

    Sensors, Vol. 24, Núm. 9

  2. A synthetic shadow dataset of agricultural settings

    Data in Brief

  3. Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-15

  4. Semi- and Self-Supervised Metric Learning for Remote Sensing Applications

    IEEE Geoscience and Remote Sensing Letters, Vol. 21, pp. 1-5

  5. Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features

    Image and Vision Computing, Vol. 143

2023

  1. Attention Mechanisms in Convolutional Neural Networks for Nitrogen Treatment Detection in Tomato Leaves Using Hyperspectral Images

    Electronics (Switzerland), Vol. 12, Núm. 12

  2. Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection

    Journal of Food Science, Vol. 88, Núm. 12, pp. 5149-5163

  3. Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

  4. Cross-View Object Geo-Localization in a Local Region With Satellite Imagery

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

  5. FloU-Net: An Optical Flow Network for Multimodal Self-Supervised Image Registration

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

  6. Identification of Latent Topics in Patients Surviving COVID-19 in Mexico

    IEEE Latin America Transactions, Vol. 21, Núm. 2, pp. 328-334

  7. SAR time series despeckling via nonlocal matrix decomposition in logarithm domain

    Signal Processing, Vol. 209

  8. Semi-supervised Classification for Remote Sensing Datasets

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  9. W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening

    Neurocomputing, Vol. 530, pp. 125-138

2022

  1. Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 6804-6816

  2. Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves

    Remote Sensing, Vol. 14, Núm. 24

  3. Convolutional Neural Networks for Estimating the Ripening State of Fuji Apples Using Visible and Near-Infrared Spectroscopy

    Food and Bioprocess Technology, Vol. 15, Núm. 10, pp. 2226-2236

  4. DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 2632-2643

  5. Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 4521-4530

  6. Deep Learning-Based Building Footprint Extraction with Missing Annotations

    IEEE Geoscience and Remote Sensing Letters, Vol. 19