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Burkni Palsson
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Hyperspectral unmixing using a neural network autoencoder
B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
IEEE Access 6, 25646-25656, 2018
1912018
Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing
B Palsson, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing, 2020
1532020
Blind hyperspectral unmixing using autoencoders: A critical comparison
B Palsson, JR Sveinsson, MO Ulfarsson
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
392022
Spectral-spatial hyperspectral unmixing using multitask learning
B Palsson, JR Sveinsson, MO Ulfarsson
IEEE Access 7, 148861-148872, 2019
322019
Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing
B Palsson, MO Ulfarsson, JR Sveinsson
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
242019
Multitask learning for spatial-spectral hyperspectral unmixing
B Palsson, JR Sveinsson, MO Ulfarsson
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
42019
Synthetic Hyperspectral Images With Controllable Spectral Variability and Ground Truth
B Palsson, MO Ulfarsson, JR Sveinsson
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022
32022
Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network
B Palsson, MO Ulfarsson, JR Sveinsson
Remote Sensing 15 (16), 3919, 2023
2023
Blind Hyperspectral Unmixing Using Autoencoders
B Pálsson
University of Iceland, School of Engineering and Natural Sciences, Faculty …, 2023
2023
Comparison of Autoencoder Architectures For Hyperspectral Unmixing
B Pálsson
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