Johannes R. Sveinsson

Overview

Best Publications

• Random Forests for land cover classification

  Pall Oskar Gislason;Jon Atli Benediktsson;Johannes R. Sveinsson

  2585
  Citations

• Classification of hyperspectral data from urban areas based on extended morphological profiles

  J.A. Benediktsson;J.A. Palmason;J.R. Sveinsson

  1607
  Citations

• Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

  M. Fauvel;J.A. Benediktsson;J. Chanussot;J.R. Sveinsson

  1365
  Citations

• Multiple classifiers applied to multisource remote sensing data

  G.J. Briem;J.A. Benediktsson;J.R. Sveinsson

  381
  Citations

• Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network

  Frosti Palsson;Johannes R. Sveinsson;Magnus O. Ulfarsson

  350
  Citations

• A New Pansharpening Algorithm Based on Total Variation

  Frosti Palsson;Johannes R. Sveinsson;Magnus O. Ulfarsson

  339
  Citations

• Parallel consensual neural networks

  J.A. Benediktsson;J.R. Sveinsson;O.K. Ersoy;P.H. Swain

  243
  Citations

• Hyperspectral Unmixing Using a Neural Network Autoencoder

  Burkni Palsson;Jakob Sigurdsson;Johannes R. Sveinsson;Magnus O. Ulfarsson

  241
  Citations

• Convolutional Autoencoder for Spectral–Spatial Hyperspectral Unmixing

  Burkni Palsson;Magnus O. Ulfarsson;Johannes R. Sveinsson

  217
  Citations

• Feature extraction for multisource data classification with artificial neural networks

  J. A. Benediktsson;J. R. Sveinsson

  196
  Citations

• Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets

  Frosti Palsson;Johannes R. Sveinsson;Magnus Orn Ulfarsson;Jon Atli Benediktsson

  192
  Citations

• Hybrid consensus theoretic classification

  J.A. Benediktsson;J.R. Sveinsson;P.H. Swain

  171
  Citations

• Classification and feature extraction of AVIRIS data

  J.A. Benediktsson;J.R. Sveinsson;K. Amason

  170
  Citations

• Random Forest classification of multisource remote sensing and geographic data

  P.O. Gislason;J.A. Benediktsson;J.R. Sveinsson

  166
  Citations

• Mapping of hyperspectral AVIRIS data using machine-learning algorithms

  Björn Waske;Jon Atli Benediktsson;Kolbeinn Árnason;Johannes R Sveinsson

  162
  Citations

• Automatic Spectral–Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction

  Pedram Ghamisi;Jón Atli Benediktsson;Johannes R. Sveinsson

  144
  Citations

• A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data

  Xavier Ceamanos;Björn Waske;Jón Atli Benediktsson;Jocelyn Chanussot

  138
  Citations

• Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis

  J.A. Palmason;J.A. Benediktsson;J.R. Sveinsson;J. Chanussot

  130
  Citations

• Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles

  M. Fauvel;J. Chanussot;J.A. Benediktsson;J.R. Sveinsson

  123
  Citations

• Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison

  Unknown

  117
  Citations

• Hyperspectral Feature Extraction Using Total Variation Component Analysis

  Behnood Rasti;Magnus Orn Ulfarsson;Johannes R. Sveinsson

  112
  Citations