Publications in collaboration with researchers from Universitat Jaume I (65)

2024

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

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

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

    Image and Vision Computing, Vol. 143

2023

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

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

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

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

  3. Ontology Model for Supporting Process Mining on Healthcare-Related Data

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

  4. Semi-supervised Classification for Remote Sensing Datasets

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

  5. 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. 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

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

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  4. Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  5. Rotation-Invariant Deep Embedding for Remote Sensing Images

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  6. SEN23E: A Cloudless Geo-Referenced Multi-Spectral Sentinel-2/Sentinel-3 Dataset for Data Fusion Analysis

    International Geoscience and Remote Sensing Symposium (IGARSS)

  7. Simultaneous Color Restoration and Depth Estimation in Light Field Imaging

    IEEE Access, Vol. 10, pp. 49599-49610

  8. Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  9. Transfer Deep Learning for Remote Sensing Datasets: A Comparison Study

    International Geoscience and Remote Sensing Symposium (IGARSS)

2021

  1. A REMOTE SENSING IMAGE REGISTRATION BENCHMARK FOR OPERATIONAL SENTINEL-2 AND SENTINEL-3 PRODUCTS

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Arm swing asymmetry measurement from 2d gait videos

    Electronics (Switzerland), Vol. 10, Núm. 21

  3. Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 3, pp. 2598-2610

  4. Graph Relation Network: Modeling Relations between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 5, pp. 4355-4369