Publicaciones en colaboración con investigadores/as de Universidad de Extremadura (183)

2024

  1. An Abundance-Guided Attention Network for Hyperspectral Unmixing

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-14

  2. Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 2461-2474

  3. Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-14

2023

  1. A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 16, pp. 5297-5314

  2. AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

  3. Automatic Burst Detection in Solar Radio Spectrograms Using Deep Learning: deARCE Method

    Solar Physics, Vol. 298, Núm. 6

  4. Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

  5. CIT: Content-invariant translation with hybrid attention mechanism for unsupervised change detection

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 204, pp. 321-339

  6. Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

  7. Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

  8. Combining wavelet transform with convolutional neural networks for hypoglycemia events prediction from CGM data

    Chemometrics and Intelligent Laboratory Systems, Vol. 243

  9. Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection

    Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing

  10. Detection of cerebral ischaemia using transfer learning techniques

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  11. Enhancing Distributed Neural Network Training Through Node-Based Communications

    IEEE Transactions on Neural Networks and Learning Systems

  12. Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

  13. Orthogonal projection for anomaly detection in networking datasets

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 6, pp. 7957-7966

  14. Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

  15. QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics

    IEEE Access, Vol. 11, pp. 47552-47562

  16. Unraveling brain fog in post-COVID syndrome: Relationship between subjective cognitive complaints and cognitive function, fatigue, and neuropsychiatric symptoms

    European Journal of Neurology

2022

  1. A New 3D Convolution Network for Hyperspectral Unmixing

    International Geoscience and Remote Sensing Symposium (IGARSS)