Publicaciones en colaboración con investigadores/as de Universidad de Extremadura (58)

2024

  1. Analysis and Detection of Melanoma through Collective Intelligence with AI

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  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. Correlation-Aware Averaging for Federated Learning in Remote Sensing Data Classification

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Decentralized Mechanism for Edge Node Allocation in Access Network: An Experimental Evaluation

    Future Internet, Vol. 16, Núm. 9

  5. Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval

    International Geoscience and Remote Sensing Symposium (IGARSS)

  6. Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 218, pp. 44-56

  7. Federated learning meets remote sensing

    Expert Systems with Applications, Vol. 255

  8. Hash-Based Remote Sensing Image Retrieval

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62

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

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

  10. Hyperspectral Image Analysis Using Cloud-Based Support Vector Machines

    SN Computer Science, Vol. 5, Núm. 6

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. Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

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

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

  5. Detection of cerebral ischaemia using transfer learning techniques

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

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

    IEEE Transactions on Neural Networks and Learning Systems

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

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

2022

  1. A New 3D Convolution Network for Hyperspectral Unmixing

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. A New Deep Convolutional Network for Effective Hyperspectral Unmixing

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 6999-7012

  3. Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation

    International Geoscience and Remote Sensing Symposium (IGARSS)