Jakob Sigurdsson

Margaux Heude

Proceedings of the IGARSS 2024, 2024

2023

Spectral-Spatial Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Hyperspectral Image Denoising Using Low-Rank and Sparse Model Based Deep Unrolling.

[BibT_eX]

[DOI]

Bin Zhao

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Superresolving Sentinel-2 Using Learned Multispectral Regularization.

[BibT_eX]

[DOI]

Sveinn E. Armannsson

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method.

[BibT_eX]

[DOI]

Sveinn E. Armannsson

Remote. Sens., 2022

Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Han V. Nguyen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald's Protocol and Bayesian Optimization.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893).

[BibT_eX]

[DOI]

Hilda Deborah

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Fusing Sentinel-2 Satellite Images and Aerial RGB Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Tuning Parameter Selection for Sentinel-2 Sharpening Using Wald's Protocol.

[BibT_eX]

[DOI]

Sveinn E. Armannsson

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network.

[BibT_eX]

[DOI]

Han V. Nguyen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Creating RGB Images from Hyperspectral Images Using a Color Matching Function.

[BibT_eX]

[DOI]

Magnus Magnusson

Sveinn Eirikur Armansson

Hilda Deborah

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Weighted Blind ℓq Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Blind Sparse Nonlinear Hyperspectral Unmixing Using an ℓq Penalty.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Hyperspectral Unmixing Using a Neural Network Autoencoder.

[BibT_eX]

[DOI]

Burkni Palsson

IEEE Access, 2018

Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Blind Nonlinear Hyperspectral Unmixing Using an $\ell_{q}$ Regularizer.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Sparse Distributed Multitemporal Hyperspectral Unmixing.

[BibT_eX]

[DOI]

José M. Bioucas-Dias

IEEE Trans. Geosci. Remote. Sens., 2017

Sparse and low rank hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fast multitemporal hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Neural network hyperspectral unmixing with spectral information divergence objective.

[BibT_eX]

[DOI]

Frosti Palsson

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Blind Hyperspectral Unmixing Using Total Variation and ℓq Sparse Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Classification of Big Data With Application to Imaging Genetics.

[BibT_eX]

[DOI]

Frosti Palsson

Proc. IEEE, 2016

Sparse distributed hyperspectral unmixing.

[BibT_eX]

[DOI]

José M. Bioucas-Dias

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Distributed dyadic cyclic descent for non-negative matrix factorization.

[BibT_eX]

[DOI]

Victor Solo

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Total variation and ℓq based hyperspectral unmixing for feature extraction and classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Hyperspectral Unmixing With lq Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Endmember constrained semi-supervised hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Semi-supervised hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Smooth and sparse hyperspectral unmixing using an l0 penalty.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Wavelet based sparse Principal Component Analysis for hyperspectral denoising.

[BibT_eX]

[DOI]

Behnood Rasti

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

First order roughness penalty for hyperspectral image denoising.

[BibT_eX]

[DOI]

Behnood Rasti

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Smooth spectral unmixing using total variation regularization and a first order roughness penalty.

[BibT_eX]

[DOI]

Jón Atli Benediktsson

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Sparse representation of hyperspectral data using CUR matrix decomposition.

[BibT_eX]

[DOI]

Jón Atli Benediktsson

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

A smooth hyperspectral unmixing method using cyclic descent.

[BibT_eX]

[DOI]