Jakob Sigurdsson

发表

Sparse distributed hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Neural network hyperspectral unmixing with spectral information divergence objective

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Sparse and low rank hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

First order roughness penalty for hyperspectral image denoising

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Sparse representation of hyperspectral data using CUR matrix decomposition

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Hyperspectral Unmixing Using a Neural Network Autoencoder

Johannes R. Sveinsson, Magnus O. Ulfarsson, Burkni Palsson, 2018, IEEE Access.

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

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Smooth and sparse hyperspectral unmixing using an l0 penalty

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral Unmixing With $l_{q}$ Regularization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2014, IEEE Transactions on Geoscience and Remote Sensing.

A smooth hyperspectral unmixing method using cyclic descent

Johannes R. Sveinsson, Jon Atli Benediktsson, Magnus O. Ulfarsson, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Blind Hyperspectral Unmixing Using Total Variation and $\ell_q$ Sparse Regularization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Wavelet based sparse Principal Component Analysis for hyperspectral denoising

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Semi-supervised hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Weighted Blind ℓq Hyperspectral Unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

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

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Endmember constrained semi-supervised hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Classification of Big Data With Application to Imaging Genetics

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2016, Proceedings of the IEEE.

Fast multitemporal hyperspectral unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Sparse Distributed Multitemporal Hyperspectral Unmixing

Johannes R. Sveinsson, Magnus O. Ulfarsson, José M. Bioucas-Dias, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Feature extraction based on LOOC estimation

Johannes R. Sveinsson, Jon Atli Benediktsson, Jakob Sigurdsson, 1998, IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174).

Distributed dyadic cyclic descent for non-negative matrix factorization

Johannes R. Sveinsson, Victor Solo, Magnus O. Ulfarsson, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Fusing Sentinel-2 Satellite Images and Aerial RGB Images

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Magnus O. Ulfarsson, Jakob Sigurdsson, Hilda Deborah, 2021, 2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, Remote. Sens..

Smooth noisy PCA using a 1st order roughness penalty

Magnus O. Ulfarsson, Jakob Sigurdsson, M. Ulfarsson, 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing.