Juan Mario Haut

Juan Mario Haut publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Juan Mario Haut sits on this spectrum.

Juan Mario Haut D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Juan Mario Haut sits on this spectrum.

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

• Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification

  Unknown

  285
  Citations

• Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

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

  264
  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

• Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification

  Unknown

  76
  Citations