Publicacións (38) Publicacións nas que participase algún/ha investigador/a Ver datos de investigación referenciados.

filter_list Computer Vision and Pattern Recognition

2025

  1. EffBaGAN: An Efficient Balancing GAN for Earth Observation in Data Scarcity Scenarios

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 18, pp. 2477-2496

2024

  1. Deep learning with simulated laser scanning data for 3D point cloud classification

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 215, pp. 192-213

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

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. 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

  4. Using heterogeneous computing and edge computing to accelerate anomaly detection in remotely sensed multispectral images

    Journal of Supercomputing, Vol. 80, Núm. 9, pp. 12543-12563

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)

2022

  1. Design of CGAN Models for Multispectral Reconstruction in Remote Sensing

    Remote Sensing, Vol. 14, Núm. 4

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

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

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. 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. A multi-device version of the HYFMGPU algorithm for hyperspectral scenes registration

    Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1551-1564

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

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

  3. Extended anisotropic diffusion profiles in gpu for hyperspectral imagery

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 12, Núm. 12, pp. 4964-4976

  4. Sparse Matrix Classification on Imbalanced Datasets Using Convolutional Neural Networks

    IEEE Access, Vol. 7, pp. 82377-82389