Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network von Palsson, Frosti, Sveinsson, Johannes R., Ulfarsson, Magnus O.

Volltext

Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison von Palsson, Burkni, Sveinsson, Johannes R., Ulfarsson, Magnus O.

Volltext

Hyperspectral Unmixing Using a Neural Network Autoencoder von Palsson, Burkni, Sigurdsson, Jakob, Sveinsson, Johannes R., Ulfarsson, Magnus O.

Volltext

A New Pansharpening Algorithm Based on Total Variation von Palsson, Frosti, Sveinsson, Johannes R., Ulfarsson, Magnus O.

Volltext

Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction von Ghamisi, Pedram, Benediktsson, Jón Atli, Sveinsson, Johannes R.

Volltext

Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis von Palsson, Frosti, Sveinsson, Johannes R., Ulfarsson, Magnus Orn, Benediktsson, Jon Atli

Volltext

Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network von Palsson, Burkni, Ulfarsson, Magnus O., Sveinsson, Johannes R.

Volltext

Sparse Distributed Multitemporal Hyperspectral Unmixing von Sigurdsson, Jakob, Ulfarsson, Magnus O., Sveinsson, Johannes R., Bioucas-Dias, Jose M.

Volltext

Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing von Palsson, Burkni, Ulfarsson, Magnus O., Sveinsson, Johannes R.

Volltext

A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald’s Protocol and Bayesian Optimization von Armannsson, Sveinn E., Ulfarsson, Magnus O., Sigurdsson, Jakob, Nguyen, Han V., Sveinsson, Johannes R.

Volltext

Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers von Zhao, Bin, Ulfarsson, Magnus O., Sveinsson, Johannes R., Chanussot, Jocelyn

Volltext

Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method von Sigurdsson, Jakob, Armannsson, Sveinn E., Ulfarsson, Magnus O., Sveinsson, Johannes R.

Volltext

Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning von Palsson, Burkni, Sveinsson, Johannes R., Ulfarsson, Magnus O.

Volltext

Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model von Nguyen, Han V., Ulfarsson, Magnus O., Sveinsson, Johannes R., Mura, Mauro Dalla

Volltext

Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets von Palsson, Frosti, Sveinsson, Johannes R., Ulfarsson, Magnus Orn, Benediktsson, Jon Atli

Volltext

Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations von Zhao, Bin, Ulfarsson, Magnus O., Sveinsson, Johannes R., Chanussot, Jocelyn

Volltext

Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks von Nguyen, Han V., Ulfarsson, Magnus O., Sveinsson, Johannes R.

Volltext

Model-Based Reduced-Rank Pansharpening von Palsson, Frosti, Ulfarsson, Magnus O., Sveinsson, Johannes R.

Volltext

Sentinel-2 Sharpening Using a Reduced-Rank Method von Ulfarsson, Magnus O., Palsson, Frosti, Dalla Mura, Mauro, Sveinsson, Johannes R.

Volltext

Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration von Rasti, Behnood, Sveinsson, Johannes R., Ulfarsson, Magnus Orn

Volltext