Mercedes Eugenia Paoletti

IEEE Trans. Geosci. Remote. Sens., 2024

Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images.

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[DOI]

Rafael Pastor

IEEE Trans. Geosci. Remote. Sens., 2024

Cloud-Based Analysis of Large-Scale Hyperspectral Imagery for Oil Spill Detection.

[BibT_eX]

[DOI]

Ámbar Pérez-García

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification.

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[DOI]

Yu Xue

IEEE Trans. Geosci. Remote. Sens., 2023

A Comprehensive Survey of Imbalance Correction Techniques for Hyperspectral Data Classification.

[BibT_eX]

[DOI]

Oscar Mogollon-Gutierrez

José Carlos Sancho Núñez

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation.

[BibT_eX]

[DOI]

Ámbar Pérez-García

José Francisco López

IEEE Geosci. Remote. Sens. Lett., 2023

Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Enrique Moreno-Ávila

Victor Andres Ayma

IEEE Geosci. Remote. Sens. Lett., 2023

Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Orthogonal projection for anomaly detection in networking datasets.

[BibT_eX]

[DOI]

David Cortés-Polo

Luis-Ignacio Jimenez

Jesús Calle-Cancho

J. Ambient Intell. Humaniz. Comput., 2023

QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics.

[BibT_eX]

[DOI]

Aurora Cuartero

Pablo García Rodríguez

IEEE Access, 2023

Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Detection of cerebral ischaemia using transfer learning techniques.

[BibT_eX]

[DOI]

Cristina Antón-Munárriz

Antonio Robles-Gómez

José Alberto Benítez-Andrades

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Heterogeneous gradient computing optimization for scalable deep neural networks.

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[DOI]

J. Supercomput., 2022

Hyperspectral Anomaly Detection With Relaxed Collaborative Representation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Fast Orthogonal Projection for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Shiv Ram Dubey

IEEE Trans. Geosci. Remote. Sens., 2022

Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A New Deep Convolutional Network for Effective Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Endmember Estimation From Hyperspectral Images Using Geometric Distances.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

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

[BibT_eX]

[DOI]

Gabriele Cavallaro

IEEE Geosci. Remote. Sens. Lett., 2022

GPU-Friendly Neural Networks for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Adrián Alcolea

Javier Resano

IEEE Geosci. Remote. Sens. Lett., 2022

Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution.

[BibT_eX]

[DOI]

Jose L. García

Luis-Ignacio Jimenez

IEEE Geosci. Remote. Sens. Lett., 2022

Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A New 3D Convolution Network for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Luis Ignacio Jiménez Gil

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

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

[BibT_eX]

[DOI]

Gabriele Cavallaro

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Bi-Dimensional Vector Data Analysis of Positional Accuracy of Landsat-8 Image with Pycircularstats.

[BibT_eX]

[DOI]

Aurora Cuartero

A. Rey Presas

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis.

[BibT_eX]

[DOI]

Aurora Cuartero

Pablo García Rodríguez

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Deep mixed precision for hyperspectral image classification.

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[DOI]

J. Supercomput., 2021

FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Ghostnet for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Morphological Convolutional Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Ranjan Mondal

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Analysis of Remotely Sensed Images Through Social Media.

[BibT_eX]

[DOI]

Alejandro Redondo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Endmember Estimation with Maximum Distance Analysis.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Adaptable Convolutional Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Distributed Deep Learning for Remote Sensing Data Interpretation.

[BibT_eX]

[DOI]

Juan-Antonio Rico-Gallego

Proc. IEEE, 2021

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

Multibranch Selective Kernel Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Tayeb Alipourfard

IEEE Geosci. Remote. Sens. Lett., 2021

Heterogeneous model parallelism for deep neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification.

[BibT_eX]

[DOI]

Purbayan Kar

Antonio Robles-Gómez

IEEE Access, 2021

A New Max-Min Convolutional Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Adapting Kernels for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

J. Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Recommendation System for Electronic Health Records in the Context of the HOPE Project.

[BibT_eX]

[DOI]

Ruben Vasallo González

Carlos Luis Sánchez-Bocanegra

Llanos Tobarra

Karla A. Chacón-Vargas

Roberto Hernández Berlinches

Francesc Saigí Rubió

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Scalable recurrent neural network for hyperspectral image classification.

[BibT_eX]

[DOI]

J. Supercomput., 2020

Training deep neural networks: a static load balancing approach.

[BibT_eX]

[DOI]

Juan Carlos Díaz Martín

J. Supercomput., 2020

Neural Ordinary Differential Equations for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

A Single Model CNN for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Alessandro Maffei

Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2020

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview.

[BibT_eX]

[DOI]

Adrián Alcolea

Javier Resano

Remote. Sens., 2020

Neighboring Region Dropout for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Mercedes Paoletti

IEEE Access, 2020

Training Capsnets via Active Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Capsule Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Nanjun He

IEEE Trans. Geosci. Remote. Sens., 2019

Visual Attention-Driven Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Cloud Deep Networks for Hyperspectral Image Analysis.

[BibT_eX]

[DOI]

José Antonio Gallardo Jaramago

IEEE Trans. Geosci. Remote. Sens., 2019

Remote Sensing Image Superresolution Using Deep Residual Channel Attention.

[BibT_eX]

[DOI]

José Antonio Gallardo Jaramago

IEEE Trans. Geosci. Remote. Sens., 2019

GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Hyperspectral Image Classification Using Random Occlusion Data Augmentation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Sergio Bernabé

IEEE Geosci. Remote. Sens. Lett., 2019

Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising.

[BibT_eX]

[DOI]

Alessandro Maffei

Lorenzo Bruzzone

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Accessibility-Free Active Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Chenying Liu

Qian Shi

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis.

[BibT_eX]

[DOI]

Sergio Bernabé

Carlos García

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2018

An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images.

[BibT_eX]

[DOI]

Yi Liu

Xiong Xu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Cloud implementation of the K-means algorithm for hyperspectral image analysis.

[BibT_eX]

[DOI]

J. Supercomput., 2017

Onboard payload-data dimensionality reduction.

[BibT_eX]

[DOI]

Miguel Penalver

Fabio Del Frate

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification.

[BibT_eX]

[DOI]