Jakob Sigurdsson
Jakob Sigurdsson
E-mail confirmado em hi.is - Página inicial
Título
Citado por
Citado por
Ano
Hyperspectral unmixing using a neural network autoencoder
B Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
IEEE Access 6, 25646-25656, 2018
802018
Hyperspectral Unmixing With l_q Regularization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
Geoscience and Remote Sensing, IEEE Transactions on 52 (11), 6793-6806, 2014
642014
Blind Hyperspectral Unmixing Using Total Variation andSparse Regularization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 54 (11), 6371-6384, 2016
302016
Sparse distributed multitemporal hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JM Bioucas-Dias
IEEE Transactions on Geoscience and Remote Sensing 55 (11), 6069-6084, 2017
222017
Neural network hyperspectral unmixing with spectral information divergence objective
F Palsson, J Sigurdsson, JR Sveinsson, MO Ulfarsson
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
172017
Classification of big data with application to imaging genetics
MO Ulfarsson, F Palsson, J Sigurdsson, JR Sveinsson
Proceedings of the IEEE 104 (11), 2137-2154, 2016
162016
Automated genotyping: combining neural networks and decision trees to perform robust allele calling
JB Fjalldal, J Sigurdsson, K Benediktsson, LM Ellingsen
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
132001
Semi-supervised hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2014 IEEE Geoscience and Remote Sensing Symposium, 3458-3461, 2014
112014
Smooth spectral unmixing using total variation regularization and a first order roughness penalty
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JA Benediktsson
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International …, 2013
9*2013
Total variation and ℓqbased hyperspectral unmixing for feature extraction and classification
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
82015
Endmember constrained semi-supervised hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
82014
Smooth and sparse hyperspectral unmixing using an l0 penalty
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2013
72013
Blind Sparse Nonlinear Hyperspectral Unmixing Using an Penalty
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IEEE Geoscience and Remote Sensing Letters 15 (12), 1907-1911, 2018
62018
Creating RGB images from hyperspectral images using a color matching function
M Magnusson, J Sigurdsson, SE Armansson, MO Ulfarsson, H Deborah, ...
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
52020
A smooth hyperspectral unmixing method using cyclic descent
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JA Benediktsson
2012 IEEE International Geoscience and Remote Sensing Symposium, 3082-3085, 2012
52012
Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network
HV Nguyen, MO Ulfarsson, JR Sveinsson, J Sigurdsson
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
42020
Sparse distributed hyperspectral unmixing
J Sigurdsson, MO Ulfarsson, JR Sveinsson, JM Bioucas-Dias
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
42016
Smooth noisy PCA using a 1st order roughness penalty
J Sigurdsson, MO Ulfarsson
2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010
42010
Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization
J Sigurdsson, MO Ulfarsson, JR Sveinsson
2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018
32018
Blind Nonlinear Hyperspectral Unmixing Using anRegularizer
J Sigurdsson, MO Ulfarsson, JR Sveinsson
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
32018
O sistema não pode executar a operação agora. Tente novamente mais tarde.
Artigos 1–20