Publications by the researcher in collaboration with Javier Plaza Miguel (55)

2023

  1. Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

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)

  4. Endmember Estimation from Hyperspectral Images Using Geometric Distances

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  5. Fast Orthogonal Projection for Hyperspectral Unmixing

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  6. GPU-Friendly Neural Networks for Remote Sensing Scene Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  7. Hyperspectral Anomaly Detection With Relaxed Collaborative Representation

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

2021

  1. Analysis of Remotely Sensed Images through Social Media

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 3026-3039

  2. Distributed Deep Learning for Remote Sensing Data Interpretation

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

  3. Endmember estimation with maximum distance analysis

    Remote Sensing, Vol. 13, Núm. 4, pp. 1-21

  4. FLOP-Reduction through Memory Allocations within CNN for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 7, pp. 5938-5952

  5. Ghostnet for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 12, pp. 10378-10393

  6. MULTIPLE INCREMENTAL KERNEL CONVOLUTION FOR LAND COVER CLASSIFICATION OF REMOTELY SENSED IMAGES

    International Geoscience and Remote Sensing Symposium (IGARSS)

  7. Multibranch Selective Kernel Networks for Hyperspectral Image Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 18, Núm. 6, pp. 1089-1093

  8. U-IMG2DSM: Unpaired Simulation of Digital Surface Models with Generative Adversarial Networks

    IEEE Geoscience and Remote Sensing Letters, Vol. 18, Núm. 7, pp. 1288-1292

2020

  1. A Single Model CNN for Hyperspectral Image Denoising

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 58, Núm. 4, pp. 2516-2529

  2. A new GPU implementation of support vector machines for fast hyperspectral image classification

    Remote Sensing, Vol. 12, Núm. 8

  3. Neighboring Region Dropout for Hyperspectral Image Classification

    IEEE Geoscience and Remote Sensing Letters, Vol. 17, Núm. 6, pp. 1032-1036

  4. Neural Ordinary Differential Equations for Hyperspectral Image Classification

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 58, Núm. 3, pp. 1718-1734