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Mercedes E. Paoletti

Mercedes E. Paoletti

D-Index & Metrics

Computer Science

D-Index
35
Citations
6115
World Ranking
11593
National Ranking
201

Best Publications

  • Deep learning classifiers for hyperspectral imaging: A review

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

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

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

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

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

  • Capsule Networks for Hyperspectral Image Classification

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

  • 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

  • Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

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

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

    Unknown

  • Visual Attention-Driven Hyperspectral Image Classification

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

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

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

  • A Single Model CNN for Hyperspectral Image Denoising

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

  • Ghostnet for Hyperspectral Image Classification

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

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

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

  • Hyperspectral Image Classification Using Random Occlusion Data Augmentation

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

  • Deep & dense convolutional neural network for hyperspectral image classification

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

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

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

  • Remote Sensing Image Superresolution Using Deep Residual Channel Attention

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

  • Morphological Convolutional Neural Networks for Hyperspectral Image Classification

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

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

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

  • Hyperspectral Anomaly Detection With Relaxed Collaborative Representation

    Unknown

  • Scalable recurrent neural network for hyperspectral image classification

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

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