Mercedes E. Paoletti

发表

Training deep neural networks: a static load balancing approach

Javier Plaza, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, 2020, The Journal of Supercomputing.

Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification

Eligius M. T. Hendrix, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, 2020, IEEE Access.

Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Classification Using Random Occlusion Data Augmentation

Jun Li, Antonio Plaza, Javier Plaza, 2019, IEEE Geoscience and Remote Sensing Letters.

Accessibility-Free Active Learning for Hyperspectral Image Classification

Jun Li, Antonio Plaza, Mercedes Eugenia Paoletti, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Cloud Implementation of Multinomial Logistic Regression for UAV Hyperspectral Images

Mercedes Eugenia Paoletti, Juan Mario Haut, Mercedes E. Paoletti, 2020, IEEE Journal on Miniaturization for Air and Space Systems.

Scalable recurrent neural network for hyperspectral image classification

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2020, The Journal of Supercomputing.

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

Filiberto Pla, Antonio Plaza, Javier Plaza, 2018, IEEE Geoscience and Remote Sensing Letters.

A new deep convolutional neural network for fast hyperspectral image classification

Antonio Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

A Single Model CNN for Hyperspectral Image Denoising

Javier Plaza, Mercedes Eugenia Paoletti, Antonio Plaza, 2020, IEEE Transactions on Geoscience and Remote Sensing.

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

Jun Li, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

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

Filiberto Pla, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising

Antonio Plaza, Juan M. Haut, Mercedes E. Paoletti, 2019, 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Neighboring Region Dropout for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2020, IEEE Geoscience and Remote Sensing Letters.

Cloud Deep Networks for Hyperspectral Image Analysis

Antonio Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2019, IEEE Transactions on Geoscience and Remote Sensing.

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

Mercedes Eugenia Paoletti, Javier Resano, Antonio Plaza, 2020, Remote. Sens..

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

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2019, IEEE Geoscience and Remote Sensing Letters.

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

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Multibranch Selective Kernel Networks for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2021, IEEE Geoscience and Remote Sensing Letters.

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

Shutao Li, Nanjun He, Leyuan Fang, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Neural Ordinary Differential Equations for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Visual Attention-Driven Hyperspectral Image Classification

Mercedes Eugenia Paoletti, Jun Li, Antonio Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

GPU-Friendly Neural Networks for Remote Sensing Scene Classification

Javier Plaza, Javier Resano, Antonio Plaza, 2020 .

Remote Sensing Image Superresolution Using Deep Residual Channel Attention

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Capsule Networks for Hyperspectral Image Classification

Filiberto Pla, Jun Li, Antonio Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Distributed Deep Learning for Remote Sensing Data Interpretation

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2021, Proceedings of the IEEE.

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

Eligius M. T. Hendrix, Mercedes Eugenia Paoletti, Juan M. Haut, 2022, IEEE Geoscience and Remote Sensing Letters.

Analysis of Remotely Sensed Images Through Social Media

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Endmember Estimation From Hyperspectral Images Using Geometric Distances

Peng Ren, Javier Plaza, Mercedes Eugenia Paoletti, 2022, IEEE Geoscience and Remote Sensing Letters.

Morphological Convolutional Neural Networks for Hyperspectral Image Classification

Antonio Plaza, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Deep mixed precision for hyperspectral image classification

Antonio Plaza, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, 2021, The Journal of Supercomputing.