Juan M. Haut

A new deep convolutional neural network for fast hyperspectral image classification

Mercedes E. Paoletti, Juan M. Haut, Javier Plaza et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 581 citations

Image Classification, Convolutional Neural Network, Engineering +5

Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification

Mercedes E. Paoletti, Juan M. Haut, Rubén Fernández-Beltrán et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 511 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

Capsule Networks for Hyperspectral Image Classification

Mercedes E. Paoletti, Juan M. Haut, Rubén Fernández-Beltrán et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 342 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification

Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 294 citations

Convolutional Neural Network, Engineering, Machine Learning +16

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

Juan M. Haut, Mercedes E. Paoletti, Javier Plaza et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 290 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18