Hyperspectral Unmixing Using a Neural Network Autoencoder. - Burkni Palsson; Jakob Sigurdsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Access, 2018)

Multitask Learning for Spatial-Spectral Hyperspectral Unmixing. - Burkni Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IGARSS, 2019)

Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IGARSS, 2019)

Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning. - Burkni Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE Access, 2019)

Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Trans. Geosci. Remote. Sens., 2021)

Synthetic Hyperspectral Images With Controllable Spectral Variability and Ground Truth. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (IEEE Geosci. Remote. Sens. Lett., 2022)

Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison. - Burkni Palsson; Johannes R. Sveinsson; Magnus O. Ulfarsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network. - Burkni Palsson; Magnus O. Ulfarsson; Johannes R. Sveinsson (Remote. Sens., 2023)