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2020 – today
- 2023
[j45]Han V. Nguyen
, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Unsupervised Sentinel-2 Image Fusion Using a Deep Unrolling Method. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)- [j44]Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Synthesis of Synthetic Hyperspectral Images with Controllable Spectral Variability Using a Generative Adversarial Network. Remote. Sens. 15(16): 3919 (2023) - [c87]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Sure-Ergas: Unsupervised Deep Learning Multispectral and Hyperspectral Image Fusion. IGARSS 2023: 5623-5626 - [c86]Sveinn E. Armannsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson:
Superresolving Sentinel-2 Using Learned Multispectral Regularization. IGARSS 2023: 7435-7438 - 2022
- [j43]Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Synthetic Hyperspectral Images With Controllable Spectral Variability and Ground Truth. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j42]Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j41]Jakob Sigurdsson, Sveinn E. Armannsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Fusing Sentinel-2 and Landsat 8 Satellite Images Using a Model-Based Method. Remote. Sens. 14(13): 3224 (2022) - [j40]Burkni Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Blind Hyperspectral Unmixing Using Autoencoders: A Critical Comparison. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1340-1372 (2022) - [j39]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Deep SURE for Unsupervised Remote Sensing Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j38]Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot:
Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations. IEEE Trans. Geosci. Remote. Sens. 60: 1-25 (2022) - [c85]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure. IGARSS 2022: 903-906 - [c84]Han V. Nguyen, Magnus O. Ulfarsson, Jakob Sigurdsson, Johannes R. Sveinsson:
Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising. IGARSS 2022: 1217-1220 - 2021
- [j37]Sveinn E. Armannsson, Magnus O. Ulfarsson, Jakob Sigurdsson, Han V. Nguyen, Johannes R. Sveinsson:
A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald's Protocol and Bayesian Optimization. Remote. Sens. 13(11): 2192 (2021) - [j36]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Mauro Dalla Mura:
Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6882-6896 (2021) - [j35]Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Convolutional Autoencoder for Spectral-Spatial Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(1): 535-549 (2021) - [j34]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 59(4): 3369-3382 (2021) - [c83]Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising. IGARSS 2021: 2484-2487 - [c82]Sveinn E. Armannsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Tuning Parameter Selection for Sentinel-2 Sharpening Using Wald's Protocol. IGARSS 2021: 2871-2874 - [c81]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Sharpening the 20 M Bands of SENTINEL-2 Image Using an Unsupervised Convolutional Neural Network. IGARSS 2021: 2875-2878 - [c80]Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Non-Local Means Low-Rank Approximation for Hyperspectral Denoising. IGARSS 2021: 4147-4150 - [c79]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Fusing Sentinel-2 Satellite Images and Aerial RGB Images. IGARSS 2021: 4444-4447 - 2020
- [j33]Frosti Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Model-Based Reduced-Rank Pansharpening. IEEE Geosci. Remote. Sens. Lett. 17(4): 656-660 (2020) - [j32]Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot:
Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers. Remote. Sens. 12(7): 1179 (2020) - [c78]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson:
Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network. IGARSS 2020: 613-616 - [c77]Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising. IGARSS 2020: 1488-1491 - [c76]Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers. IGARSS 2020: 1516-1519 - [c75]Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Sure Based Convolutional Neural Networks for Hyperspectral Image Denoising. IGARSS 2020: 1784-1787 - [c74]Magnus Magnusson, Jakob Sigurdsson, Sveinn Eirikur Armansson, Magnus O. Ulfarsson, Hilda Deborah, Johannes R. Sveinsson:
Creating RGB Images from Hyperspectral Images Using a Color Matching Function. IGARSS 2020: 2045-2048
2010 – 2019
- 2019
- [j31]Burkni Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Spectral-Spatial Hyperspectral Unmixing Using Multitask Learning. IEEE Access 7: 148861-148872 (2019) - [j30]Magnus O. Ulfarsson, Frosti Palsson, Mauro Dalla Mura, Johannes R. Sveinsson:
Sentinel-2 Sharpening Using a Reduced-Rank Method. IEEE Trans. Geosci. Remote. Sens. 57(9): 6408-6420 (2019) - [c73]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Weighted Blind ℓq Hyperspectral Unmixing. IGARSS 2019: 290-293 - [c72]Burkni Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Convolutional Autoencoder for Spatial-Spectral Hyperspectral Unmixing. IGARSS 2019: 357-360 - [c71]Burkni Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Multitask Learning for Spatial-Spectral Hyperspectral Unmixing. IGARSS 2019: 564-567 - [c70]Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. IGARSS 2019: 887-890 - [c69]Bin Zhao, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jocelyn Chanussot:
Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification. IGARSS 2019: 891-894 - [c68]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Optimal Component Substitution and Multi-Resolution Analysis Pansharpening Methods Using a Convolutional Neural Network. IGARSS 2019: 3177-3180 - 2018
- [j29]Burkni Palsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Hyperspectral Unmixing Using a Neural Network Autoencoder. IEEE Access 6: 25646-25656 (2018) - [j28]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Blind Sparse Nonlinear Hyperspectral Unmixing Using an ℓq Penalty. IEEE Geosci. Remote. Sens. Lett. 15(12): 1907-1911 (2018) - [j27]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Sentinel-2 Image Fusion Using a Deep Residual Network. Remote. Sens. 10(8): 1290 (2018) - [c67]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Blind Nonlinear Hyperspectral Unmixing Using an $\ell_{q}$ Regularizer. IGARSS 2018: 4225-4228 - [c66]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Single Sensor Image Fusion Using a Deep Residual Network. WHISPERS 2018: 1-5 - [c65]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Single Sensor Image Fusion Using A Deep Convolutional Generative Adversarial Network. WHISPERS 2018: 1-5 - [c64]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Parameter Estimation For Blind lq Hyperspectral Unmixing Using Bayesian Optimization. WHISPERS 2018: 1-5 - 2017
- [j26]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 14(5): 639-643 (2017) - [j25]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias:
Sparse Distributed Multitemporal Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(11): 6069-6084 (2017) - [c63]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Fast multitemporal hyperspectral unmixing. IGARSS 2017: 217-220 - [c62]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Sparse and low rank hyperspectral unmixing. IGARSS 2017: 229-232 - [c61]Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Neural network hyperspectral unmixing with spectral information divergence objective. IGARSS 2017: 755-758 - [i3]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. CoRR abs/1706.05249 (2017) - 2016
- [j24]Magnus Orn Ulfarsson, Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson:
Classification of Big Data With Application to Imaging Genetics. Proc. IEEE 104(11): 2137-2154 (2016) - [j23]Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2255-2269 (2016) - [j22]Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis. IEEE Trans. Geosci. Remote. Sens. 54(3): 1247-1259 (2016) - [j21]Jakob Sigurdsson, Magnus Orn Ulfarsson, Johannes R. Sveinsson:
Blind Hyperspectral Unmixing Using Total Variation and ℓq Sparse Regularization. IEEE Trans. Geosci. Remote. Sens. 54(11): 6371-6384 (2016) - [j20]Behnood Rasti, Magnus Orn Ulfarsson, Johannes R. Sveinsson:
Hyperspectral Feature Extraction Using Total Variation Component Analysis. IEEE Trans. Geosci. Remote. Sens. 54(12): 6976-6985 (2016) - [c60]Magnus O. Ulfarsson, Victor Solo, Jakob Sigurdsson, Johannes R. Sveinsson:
Distributed dyadic cyclic descent for non-negative matrix factorization. ICASSP 2016: 4303-4307 - [c59]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, José M. Bioucas-Dias:
Sparse distributed hyperspectral unmixing. IGARSS 2016: 6994-6997 - [i2]Magnus O. Ulfarsson, Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson:
Classification of Big Data with Application to Imaging Genetics. CoRR abs/1605.04932 (2016) - [i1]Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Hyperspectral Subspace Identification Using SURE. CoRR abs/1606.00219 (2016) - 2015
- [j19]Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Hyperspectral Subspace Identification Using SURE. IEEE Geosci. Remote. Sens. Lett. 12(12): 2481-2485 (2015) - [j18]Frosti Palsson, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets. IEEE Trans. Geosci. Remote. Sens. 53(5): 2652-2663 (2015) - [c58]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Model based pansharpening method based on TV and MTF deblurring. IGARSS 2015: 33-36 - [c57]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Total variation and ℓq based hyperspectral unmixing for feature extraction and classification. IGARSS 2015: 437-440 - [c56]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
MTF-deblurring preprocessing for CS and MRA pansharpening methods. IGARSS 2015: 1104-1107 - 2014
- [j17]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson:
A New Pansharpening Algorithm Based on Total Variation. IEEE Geosci. Remote. Sens. Lett. 11(1): 318-322 (2014) - [j16]Behnood Rasti, Johannes R. Sveinsson, Magnus Orn Ulfarsson, Jón Atli Benediktsson:
Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2458-2467 (2014) - [j15]Pedram Ghamisi, Jón Atli Benediktsson, Johannes R. Sveinsson:
Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 52(9): 5771-5782 (2014) - [j14]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 52(10): 6688-6698 (2014) - [j13]Jakob Sigurdsson, Magnus Orn Ulfarsson, Johannes R. Sveinsson:
Hyperspectral Unmixing With lq Regularization. IEEE Trans. Geosci. Remote. Sens. 52(11): 6793-6806 (2014) - [c55]Frosti Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Sparse Gaussian noisy independent component analysis. ICASSP 2014: 4224-4228 - [c54]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Model based PCA/wavelet fusion of multispectral and hyperspectral images. IGARSS 2014: 1532-1535 - [c53]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Semi-supervised hyperspectral unmixing. IGARSS 2014: 3461 - [c52]Frosti Palsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Hyperspectral image denoising using a sparse low rank model and dual-tree complex wavelet transform. IGARSS 2014: 3670-3673 - [c51]Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Sure based model selection for hyperspectral imaging. IGARSS 2014: 4636-4639 - [c50]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson:
Total variation based hyperspectral feature extraction. IGARSS 2014: 4644-4647 - [c49]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Endmember constrained semi-supervised hyperspectral unmixing. WHISPERS 2014: 1-4 - 2013
- [c48]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Sparse representation of hyperspectral data using CUR matrix decomposition. IGARSS 2013: 433-436 - [c47]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Hyperspectral image denoising using a new linear model and Sparse Regularization. IGARSS 2013: 457-460 - [c46]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Pansharpening via sparsity optimization using overcomplete transforms. IGARSS 2013: 856-859 - [c45]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Smooth spectral unmixing using total variation regularization and a first order roughness penalty. IGARSS 2013: 2160-2163 - [c44]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson:
First order roughness penalty for hyperspectral image denoising. WHISPERS 2013: 1-4 - [c43]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson:
Wavelet based sparse Principal Component Analysis for hyperspectral denoising. WHISPERS 2013: 1-4 - [c42]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Smooth and sparse hyperspectral unmixing using an l0 penalty. WHISPERS 2013: 1-4 - 2012
- [j12]Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanaes:
Classification of Pansharpened Urban Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 281-297 (2012) - [c41]Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Hyperspectral image denoising using 3D wavelets. IGARSS 2012: 1349-1352 - [c40]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter. IGARSS 2012: 2160-2163 - [c39]Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
A new pansharpening method using an explicit image formation model regularized via Total Variation. IGARSS 2012: 2288-2291 - [c38]Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
A smooth hyperspectral unmixing method using cyclic descent. IGARSS 2012: 3082-3085 - 2011
- [c37]Sigurjón Árni Guðmundsson, Johannes R. Sveinsson:
TOF-CCD image fusion using complex wavelets. ICASSP 2011: 1557-1560 - 2010
- [j11]Sigurjón Árni Guðmundsson, Montse Pardàs, Josep R. Casas, Johannes R. Sveinsson, Henrik Aanæs, Rasmus Larsen:
Improved 3D reconstruction in smart-room environments using ToF imaging. Comput. Vis. Image Underst. 114(12): 1376-1384 (2010) - [c36]Sigurjón Árni Guðmundsson, Johannes R. Sveinsson, Montse Pardàs, Henrik Aanæs, Rasmus Larsen:
Model-Based Hand Gesture Tracking in ToF Image Sequences. AMDO 2010: 118-127 - [c35]Frosti Palsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs:
Image fusion for classification of high resolution images based on mathematical morphology. IGARSS 2010: 492-495
2000 – 2009
- 2009
- [c34]Johannes R. Sveinsson, Björn Waske, Jón Atli Benediktsson:
Speckle Reduction of TerraSAR-X Imagery using TV Segmentation. IGARSS (4) 2009: 458-461 - [c33]Johannes R. Sveinsson, Magnus O. Ulfarsson, Jón Atli Benediktsson:
Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain. IGARSS (4) 2009: 462-465 - [c32]Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson:
Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification. IGARSS (4) 2009: 952-955 - [c31]Xavier Ceamanos, Björn Waske, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson:
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. MCS 2009: 62-71 - [c30]Björn Waske, Jón Atli Benediktsson, Johannes R. Sveinsson:
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data. MCS 2009: 375-384 - 2008
- [j10]Henrik Aanæs, Johannes R. Sveinsson, Allan Aasbjerg Nielsen, Thomas Bøvith, Jón Atli Benediktsson:
Model-Based Satellite Image Fusion. IEEE Trans. Geosci. Remote. Sens. 46(5): 1336-1346 (2008) - [j9]Mathieu Fauvel, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson:
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IEEE Trans. Geosci. Remote. Sens. 46(11): 3804-3814 (2008) - [c29]Jón Atli Benediktsson, Xavier Ceamanos, Björn Waske, Jocelyn Chanussot, Johannes R. Sveinsson, Mathieu Fauvel:
Ensemble Methods for Classification of Hyperspectral Data. IGARSS (1) 2008: 62-65 - [c28]Johannes R. Sveinsson, Jón Atli Benediktsson:
Combined Wavelet and Contourlet Denoising of SAR Images. IGARSS (3) 2008: 1150-1153 - [c27]Johannes R. Sveinsson, Zohra Semar, Jón Atli Benediktsson:
Speckle Reduction of SAR Images in the Bandlet Domain. IGARSS (3) 2008: 1158-1161 - 2007
- [c26]Johannes R. Sveinsson, Henrik Aanæs, Jón Atli Benediktsson:
Smoothing of fused spectral consistent satellite images with TV-based edge detection. IGARSS 2007: 318-321 - [c25]Johannes R. Sveinsson, Jón Atli Benediktsson:
Combined wavelet and curvelet denoising of SAR images using TV segmentation. IGARSS 2007: 503-506 - [c24]Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Johannes R. Sveinsson:
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles. IGARSS 2007: 4834-4837 - [c23]Henrik Aanæs, Johannes R. Sveinsson, Thomas Bøvith, Jón Atli Benediktsson:
On spatial priors for satellite image fusion. IGARSS 2007: 5142-5145 - 2006
- [j8]Pall Oskar Gislason, Jón Atli Benediktsson, Johannes R. Sveinsson:
Random Forests for land cover classification. Pattern Recognit. Lett. 27(4): 294-300 (2006) - [c22]Johannes R. Sveinsson, Jón Atli Benediktsson, H. Aanass:
Smoothing of Fused Spectral Consistent Satellite Images. IGARSS 2006: 1796-1799 - [c21]Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot:
Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data. IGARSS 2006: 2506-2509 - 2005
- [j7]Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson:
Classification of hyperspectral data from urban areas based on extended morphological profiles. IEEE Trans. Geosci. Remote. Sens. 43(3): 480-491 (2005) - [c20]Sveinn R. Joelsson, Jón Atli Benediktsson, Johannes R. Sveinsson:
Random forest classifiers for hyperspectral data. IGARSS 2005: 4 - [c19]Jon Aevar Palmason, Jón Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot:
Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis. IGARSS 2005: 4 - [c18]Sigurjon O. Sigurjonsson, Jón Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot:
Street tracking based on SAR data from urban areas. IGARSS 2005: 1273-1276 - [c17]Ari Vésteinsson, Johannes R. Sveinsson, Jón Atli Benediktsson, Henrik Aanæs:
Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images. IGARSS 2005: 2834-2837 - [c16]Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Translation invariant combined denoising algorithm. ISCAS (5) 2005: 4241-4244 - 2004
- [c15]Jón Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson, Jocelyn Chanussot:
Decision level fusion in classification of hyperspectral data from urban areas. IGARSS 2004 - [c14]Pall Oskar Gislason, Jón Atli Benediktsson, Johannes R. Sveinsson:
Random Forest classification of multisource remote sensing and geographic data. IGARSS 2004: 1049-1052 - [c13]Gisli H. Halldorsson, Jón Atli Benediktsson, Johannes R. Sveinsson:
Source based feature extraction for support vector machines in hyperspectral classification. IGARSS 2004 - [c12]Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Combined wavelet and curvelet denoising of SAR images. IGARSS 2004: 4235-4238 - 2003
- [j6]Jón Atli Benediktsson, Johannes R. Sveinsson:
Multisource remote sensing data classification based on consensus and pruning. IEEE Trans. Geosci. Remote. Sens. 41(4): 932-936 (2003) - [j5]Johannes R. Sveinsson, Jón Atli Benediktsson:
Almost translation invariant wavelet transformations for speckle reduction of SAR images. IEEE Trans. Geosci. Remote. Sens. 41(10): 2404-2408 (2003) - [c11]Gisli H. Halldorsson, Jón Atli Benediktsson, Johannes R. Sveinsson:
Support vector machines in multisource classification. IGARSS 2003: 2054-2056 - [c10]Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Speckle reduction of SAR images using adaptive curvelet domain. IGARSS 2003: 4083-4085 - [c9]Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Wavelet footprints for speckle reduction of SAR images. IGARSS 2003: 4092-4094 - 2002
- [j4]Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson:
Multiple classifiers applied to multisource remote sensing data. IEEE Trans. Geosci. Remote. Sens. 40(10): 2291-2299 (2002) - [c8]Johannes R. Sveinsson, Jón Atli Benediktsson:
Double density wavelet transformation for speckle reduction of SAR images. IGARSS 2002: 113-115 - [c7]Magnus O. Ulfarsson, Johannes R. Sveinsson, Jón Atli Benediktsson:
Speckle reduction of SAR images in the curvelet domain. IGARSS 2002: 315-317 - [c6]Sigmar K. Stefansson, Jón Atli Benediktsson, Johannes R. Sveinsson:
An investigation of multiple self-organizing feature maps for classification of multisource data. IGARSS 2002: 494-496 - [c5]Magnus O. Ulfarsson, Jón Atli Benediktsson, Johannes R. Sveinsson:
Wavelet feature extraction and genetic feature selection for multisource data. IGARSS 2002: 3329-3331 - 2001
- [c4]Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson:
Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data. Multiple Classifier Systems 2001: 279-288 - 2000
- [c3]Jón Atli Benediktsson, Johannes R. Sveinsson:
Consensus Based Classification of Multisource Remote Sensing Data. Multiple Classifier Systems 2000: 280-289
1990 – 1999
- 1997
- [j3]Jón Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain:
Hybrid consensus theoretic classification. IEEE Trans. Geosci. Remote. Sens. 35(4): 833-843 (1997) - [j2]Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain:
Parallel consensual neural networks. IEEE Trans. Neural Networks 8(1): 54-64 (1997) - 1996
- [c2]Jón Atli Benediktsson, Johannes R. Sveinsson, Philip H. Swain:
Optimized consensus theory. ICASSP 1996: 3490-3493 - 1995
- [j1]Jón Atli Benediktsson, Johannes R. Sveinsson, Kolbeinn Amason:
Classification and feature extraction of AVIRIS data. IEEE Trans. Geosci. Remote. Sens. 33(5): 1194-1205 (1995) - 1993
- [c1]Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain:
Parallel consensual neural networks. ICNN 1993: 27-32
Coauthor Index
[j23] [j22] [j18] [c58] [c56] [j16] [j15] [c54] [c48] [c47] [c46] [c45] [j12] [c41] [c40] [c39] [c38] [c35] [c34] [c33] [c32] [c31] [c30] [j10] [j9] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [j8] [c22] [c21] [j7] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [j6] [j5] [c11] [c10] [c9] [j4] [c8] [c7] [c6] [c5] [c4] [c3] [j3] [j2] [c2] [j1] [c1]
Magnus O. Ulfarsson
aka: Magnus Orn Ulfarsson
aka: Magnus Orn Ulfarsson
[j45] [j44] [c87] [c86] [j43] [j42] [j41] [j40] [j39] [j38] [c85] [c84] [j37] [j36] [j35] [j34] [c83] [c82] [c81] [c80] [c79] [j33] [j32] [c78] [c77] [c76] [c75] [c74] [j31] [j30] [c73] [c72] [c71] [c70] [c69] [c68] [j29] [j28] [j27] [c67] [c66] [c65] [c64] [j26] [j25] [c63] [c62] [c61] [i3] [j24] [j23] [j22] [j21] [j20] [c60] [c59] [i2] [i1] [j19] [j18] [c58] [c57] [c56] [j17] [j16] [j14] [j13] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c33] [c9] [c7] [c5]
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