Publications by the researcher in collaboration with DORA BLANCO HERAS (64)

2024

  1. Region-Based Multispectral Image Registration on Heterogeneous Computing Platforms

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. ResNeTS: A ResNet for Time Series Analysis of Sentinel-2 Data Applied to Grassland Plant-Biodiversity Prediction

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 17349-17370

2023

  1. A hybrid CUDA, OpenMP, and MPI parallel TCA-based domain adaptation for classification of very high-resolution remote sensing images

    Journal of Supercomputing, Vol. 79, Núm. 7, pp. 7513-7532

  2. Consensus Techniques for Unsupervised Binary Change Detection Using Multi-Scale Segmentation Detectors for Land Cover Vegetation Images

    Remote Sensing, Vol. 15, Núm. 11

  3. Prospective Comparison of SURF and Binary Keypoint Descriptors for Fast Hyperspectral Remote Sensing Registration

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. ResBaGAN: A Residual Balancing GAN with Data Augmentation for Forest Mapping

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 16, pp. 6428-6447

2022

  1. Multi-GPU Registration of High-Resolution Multispectral Images Using HSI-KAZE in a Cluster System

    International Geoscience and Remote Sensing Symposium (IGARSS)

2021

  1. A new data augmentation technique for the CNN-based classification of hyperspectral imagery

    Proceedings of SPIE - The International Society for Optical Engineering

  2. A new multispectral data augmentation technique based on data imputation

    Remote Sensing, Vol. 13, Núm. 23

  3. COMPARING AREA-BASED AND FEATURE-BASED METHODS FOR CO-REGISTRATION OF MULTISPECTRAL BANDS ON GPU

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. GPU accelerated waterpixel algorithm for superpixel segmentation of hyperspectral images

    Journal of Supercomputing, Vol. 77, Núm. 9, pp. 10040-10052

  5. HSI-MSER: Hyperspectral Image Registration Algorithm Based on MSER and SIFT

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 12061-12072

  6. Repository of hyperspectral images for image registration

    Zenodo

  7. Repository of hyperspectral images for image registration

    Zenodo

  8. Watershed monitoring in galicia from UAV multispectral imagery using advanced texture methods

    Remote Sensing, Vol. 13, Núm. 14

2020

  1. Dual-window superpixel data augmentation for hyperspectral image classification

    Applied Sciences (Switzerland), Vol. 10, Núm. 24, pp. 1-20

  2. Exploring the MSER-based hyperspectral remote sensing image registration

    Proceedings of SPIE - The International Society for Optical Engineering

  3. GPU-accelerated registration of hyperspectral images using KAZE features

    Journal of Supercomputing, Vol. 76, Núm. 12, pp. 9478-9492

  4. Texture extraction techniques for the classification of vegetation species in hyperspectral imagery: Bag of words approach based on superpixels

    Remote Sensing, Vol. 12, Núm. 16

2019

  1. Caffe CNN-based classification of hyperspectral images on GPU

    Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1065-1077