E.T.S. DE INGENIERÍA INFORMÁTICA
Centro
Universidad de Extremadura
Badajoz, EspañaPublicaciones en colaboración con investigadores/as de Universidad de Extremadura (53)
2024
-
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
-
Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-14
2023
-
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
-
AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 61
-
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters, Vol. 20
-
Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection
Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing
-
Detection of cerebral ischaemia using transfer learning techniques
Proceedings - IEEE Symposium on Computer-Based Medical Systems
-
Enhancing Distributed Neural Network Training Through Node-Based Communications
IEEE Transactions on Neural Networks and Learning Systems
-
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 61
2022
-
Deep Attention-Driven HSI Scene Classification Based on Inverted Dot-Product
International Geoscience and Remote Sensing Symposium (IGARSS)
-
Heterogeneous gradient computing optimization for scalable deep neural networks
Journal of Supercomputing, Vol. 78, Núm. 11, pp. 13455-13469
-
Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
-
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification
International Geoscience and Remote Sensing Symposium (IGARSS)
-
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing
IEEE Geoscience and Remote Sensing Letters, Vol. 19
2021
-
A recommendation system for electronic health records in the context of the HOPE project
Proceedings - IEEE Symposium on Computer-Based Medical Systems
-
Deep mixed precision for hyperspectral image classification
Journal of Supercomputing, Vol. 77, Núm. 8, pp. 9190-9201
-
Heterogeneous model parallelism for deep neural networks
Neurocomputing, Vol. 441, pp. 1-12
-
SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification
IEEE Access, Vol. 9, pp. 118419-118434
2020
-
A tool to assess the communication cost of parallel kernels on heterogeneous platforms
Journal of Supercomputing, Vol. 76, Núm. 6, pp. 4629-4644
-
Performance evaluation of model-driven partitioning algorithms for data-parallel kernels on heterogeneous platforms
Computational and Mathematical Methods