Jakob Sigurdsson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
2
Active years
2012–2024
Best venue rank
C
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | IGARSS | Automated Mapping of Lava: Classifcation of the Lava Flow Field From the 2021 Fagradalsfjall Eruption. | Caroline Montagnino Corona, Gro B. M. Pedersen, Jakob Sigurdsson, Margaux Heude |
| 2023 | IGARSS | Hyperspectral Image Denoising Using Low-Rank and Sparse Model Based Deep Unrolling. | Bin Zhao, Magnus O. Ulfarsson, Jakob Sigurdsson |
| 2023 | IGARSS | Spectral-Spatial Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification. | Bin Zhao, Zhao Yuan, Jakob Sigurdsson, Magnus O. Ulfarsson |
| 2023 | IGARSS | Superresolving Sentinel-2 Using Learned Multispectral Regularization. | Sveinn E. Armannsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson |
| 2022 | IGARSS | Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising. | Han V. Nguyen, Magnus O. Ulfarsson, Jakob Sigurdsson, Johannes R. Sveinsson |
| 2021 | IGARSS | Fusing Sentinel-2 Satellite Images and Aerial RGB Images. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2021 | IGARSS | Tuning Parameter Selection for Sentinel-2 Sharpening Using Wald's Protocol. | Sveinn E. Armannsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson |
| 2020 | IGARSS | Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network. | Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson |
| 2020 | IGARSS | Creating RGB Images from Hyperspectral Images Using a Color Matching Function. | Magnus Magnusson, Jakob Sigurdsson, Sveinn Eirikur Armansson, Magnus O. Ulfarsson, Hilda Deborah, Johannes R. Sveinsson |
| 2019 | IGARSS | Weighted Blind ℓq Hyperspectral Unmixing. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2018 | IGARSS | Blind Nonlinear Hyperspectral Unmixing Using an $\ell_{q}$ Regularizer. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2017 | IGARSS | Neural network hyperspectral unmixing with spectral information divergence objective. | Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson |
| 2017 | IGARSS | Fast multitemporal hyperspectral unmixing. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2017 | IGARSS | Sparse and low rank hyperspectral unmixing. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2016 | ICASSP | Distributed dyadic cyclic descent for non-negative matrix factorization. | Magnus O. Ulfarsson, Victor Solo, Jakob Sigurdsson, Johannes R. Sveinsson |
| 2016 | IGARSS | Sparse distributed hyperspectral unmixing. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jos M. Bioucas-Dias |
| 2015 | IGARSS | Total variation and ℓq based hyperspectral unmixing for feature extraction and classification. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2014 | IGARSS | Semi-supervised hyperspectral unmixing. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson |
| 2013 | IGARSS | Sparse representation of hyperspectral data using CUR matrix decomposition. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson |
| 2013 | IGARSS | Smooth spectral unmixing using total variation regularization and a first order roughness penalty. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson |
| 2012 | IGARSS | A smooth hyperspectral unmixing method using cyclic descent. | Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jn Atli Benediktsson |