Mercedes E. Paoletti

Best Publications

• Deep learning classifiers for hyperspectral imaging: A review

  M.E. Paoletti;J.M. Haut;J. Plaza;A. Plaza

  965
  Citations

• A new deep convolutional neural network for fast hyperspectral image classification

  M.E. Paoletti;J.M. Haut;J. Plaza;A. Plaza

  605
  Citations

• Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification

  Mercedes E. Paoletti;Juan Mario Haut;Ruben Fernandez-Beltran;Javier Plaza

  506
  Citations

• Capsule Networks for Hyperspectral Image Classification

  Mercedes E. Paoletti;Juan Mario Haut;Ruben Fernandez-Beltran;Javier Plaza

  345
  Citations

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

  Juan Mario Haut;Mercedes E. Paoletti;Javier Plaza;Jun Li

  296
  Citations

• Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

  Nanjun He;Mercedes E. Paoletti;Juan Mario Haut;Leyuan Fang

  264
  Citations

• Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

  Unknown

  245
  Citations

• Visual Attention-Driven Hyperspectral Image Classification

  Juan Mario Haut;Mercedes E. Paoletti;Javier Plaza;Antonio Plaza

  233
  Citations

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

  Juan Mario Haut;Ruben Fernandez-Beltran;Mercedes E. Paoletti;Javier Plaza

  188
  Citations

• A Single Model CNN for Hyperspectral Image Denoising

  Alessandro Maffei;Juan M. Haut;Mercedes Eugenia Paoletti;Javier Plaza

  143
  Citations

• Ghostnet for Hyperspectral Image Classification

  Mercedes E. Paoletti;Juan M. Haut;Nuno S. Pereira;Javier Plaza

  132
  Citations

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

  Juan Mario Haut;Mercedes Paoletti;Javier Plaza;Antonio Plaza

  124
  Citations

• Hyperspectral Image Classification Using Random Occlusion Data Augmentation

  Juan Mario Haut;Mercedes E. Paoletti;Javier Plaza;Antonio Plaza

  123
  Citations

• Deep & dense convolutional neural network for hyperspectral image classification

  Mercedes Eugenia Paoletti;Juan Mario Haut;Javier Plaza;Antonio Plaza

  104
  Citations

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

  J. M. Haut;M. E. Paoletti;R. Fernandez-Beltran;J. Plaza

  97
  Citations

• Remote Sensing Image Superresolution Using Deep Residual Channel Attention

  Juan Mario Haut;Ruben Fernandez-Beltran;Mercedes E. Paoletti;Javier Plaza

  93
  Citations

• Morphological Convolutional Neural Networks for Hyperspectral Image Classification

  Swalpa Roy;Ranjan Mondal;Mercedes E. Paoletti;Juan M. Haut

  88
  Citations

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

  Swalpa Kumar Roy;Juan M. Haut;Mercedes E. Paoletti;Shiv Ram Dubey

  86
  Citations

• Hyperspectral Anomaly Detection With Relaxed Collaborative Representation

  Unknown

  84
  Citations

• Scalable recurrent neural network for hyperspectral image classification

  Mercedes Eugenia Paoletti;Juan Mario Haut;Javier Plaza;Antonio Plaza

  63
  Citations