Search Results - Sigurdsson, Jakob

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  1. 1
    Hyperspectral Unmixing Using a Neural Network Autoencoder

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

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  2. 2
    Sparse Distributed Multitemporal Hyperspectral Unmixing

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

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  3. 3
    A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald’s Protocol and Bayesian Optimization

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

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  4. 4
    Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method

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

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  5. 5
    Hyperspectral Unmixing With l Regularization

    Hyperspectral Unmixing With l Regularization by Sigurdsson, Jakob, Ulfarsson, Magnus Orn, Sveinsson, Johannes R.

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  6. 6
    Classification of Big Data With Application to Imaging Genetics

    Classification of Big Data With Application to Imaging Genetics by Ulfarsson, Magnus Orn, Palsson, Frosti, Sigurdsson, Jakob, Sveinsson, Johannes R.

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  7. 7
    Blind Hyperspectral Unmixing Using Total Variation and $\ell_q$ Sparse Regularization

    Blind Hyperspectral Unmixing Using Total Variation and $\ell_q$ Sparse Regularization by Sigurdsson, Jakob, Ulfarsson, Magnus Orn, Sveinsson, Johannes R.

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  8. 8
    Blind Hyperspectral Unmixing Using Total Variation and \ellq Sparse Regularization

    Blind Hyperspectral Unmixing Using Total Variation and \ellq Sparse Regularization by Sigurdsson, Jakob, Ulfarsson, Magnus Orn, Sveinsson, Johannes R.

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  9. 9
    Blind Hyperspectral Unmixing Using Total Variation and [Formula Omitted] Sparse Regularization

    Blind Hyperspectral Unmixing Using Total Variation and [Formula Omitted] Sparse Regularization by Sigurdsson, Jakob, Ulfarsson, Magnus Orn, Sveinsson, Johannes R

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  10. 10
    Hyperspectral Image Denoising Using Low-Rank and Sparse Model Based Deep Unrolling

    Hyperspectral Image Denoising Using Low-Rank and Sparse Model Based Deep Unrolling by Zhao, Bin, Ulfarsson, Magnus O., Sigurdsson, Jakob

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  11. 11
    Automated Mapping of Lava: Classifcation of the Lava Flow Field From the 2021 Fagradalsfjall Eruption

    Automated Mapping of Lava: Classifcation of the Lava Flow Field From the 2021 Fagradalsfjall Eruption by Corona, Caroline Montagnino, Pedersen, Gro B. M., Sigurdsson, Jakob, Heude, Margaux

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  12. 12
    Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893)

    Fully Constrained Least Squares Linear Spectral Unmixing of The Scream (Verso, 1893) by Deborah, Hilda, Ulfarsson, Magnus Orn, Sigurdsson, Jakob

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  13. 13
    Creating RGB Images from Hyperspectral Images Using a Color Matching Function

    Creating RGB Images from Hyperspectral Images Using a Color Matching Function by Magnusson, Magnus, Sigurdsson, Jakob, Armansson, Sveinn Eirikur, Ulfarsson, Magnus O., Deborah, Hilda, Sveinsson, Johannes R.

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  14. 14
    Neural network hyperspectral unmixing with spectral information divergence objective

    Neural network hyperspectral unmixing with spectral information divergence objective by Palsson, Frosti, Sigurdsson, Jakob, Sveinsson, Johannes R., Ulfarsson, Magnus O.

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  15. 15
    Spectral-Spatial Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification

    Spectral-Spatial Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification by Zhao, Bin, Yuan, Zhao, Sigurdsson, Jakob, Ulfarsson, Magnus O.

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  16. 16
    Superresolving Sentinel-2 Using Learned Multispectral Regularization

    Superresolving Sentinel-2 Using Learned Multispectral Regularization by Armannsson, Sveinn E., Ulfarsson, Magnus O., Sveinsson, Johannes R., Sigurdsson, Jakob

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  17. 17
    Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising

    Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising by Nguyen, Han V., Ulfarsson, Magnus O., Sigurdsson, Jakob, Sveinsson, Johannes R.

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  18. 18
    Fusing Sentinel-2 Satellite Images and Aerial RGB Images

    Fusing Sentinel-2 Satellite Images and Aerial RGB Images by Sigurdsson, Jakob, Ulfarsson, Magnus O., Sveinsson, Johannes R.

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  19. 19
    Weighted Blind ℓq Hyperspectral Unmixing

    Weighted Blind ℓq Hyperspectral Unmixing by Sigurdsson, Jakob, Ulfarsson, Magnus O., Sveinsson, Johannes R.

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  20. 20
    Creating RGB Images from Hyperspectral Images Using a Color Matching Function

    Creating RGB Images from Hyperspectral Images Using a Color Matching Function by Magnusson, Magnus, Sigurdsson, Jakob, Armansson, Sveinn Eirikur, Ülfarsson, Magnús Ö, Deborah, Hilda, Sveinsson, Johannes R

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