Publicaciones (25) Publicaciones de SERGIO MORENO ALVAREZ

2024

  1. 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

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Federated learning meets remote sensing

    Expert Systems with Applications, Vol. 255

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

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

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

    SN Computer Science, Vol. 5, Núm. 6

  7. Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 12797-12810

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. Enhancing Distributed Neural Network Training Through Node-Based Communications

    IEEE Transactions on Neural Networks and Learning Systems

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

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 61

2022

  1. Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Heterogeneous gradient computing optimization for scalable deep neural networks

    Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13455-13469

  3. Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  4. Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification

    International Geoscience and Remote Sensing Symposium (IGARSS)

  5. Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

2021

  1. Deep mixed precision for hyperspectral image classification

    Journal of Supercomputing, Vol. 77, Núm. 8, pp. 9190-9201

  2. Distributed Deep Learning for Remote Sensing Data Interpretation

    Proceedings of the IEEE, Vol. 109, Núm. 8, pp. 1320-1349

  3. Heterogeneous model parallelism for deep neural networks

    Neurocomputing, Vol. 441, pp. 1-12