Journal and conference papers

2019

Aufaristama, M., Hoskuldsson, A., Ulfarsson, M.O., Jonsdottir, I., Thordarson, T. (2019). The 2014–2015 Lava Flow Field at Holuhraun, Iceland: Using Airborne Hyperspectral Remote Sensing for Discriminating the Lava Surface. Remote Sens. 2019, 11, 476. org/10.3390/rs11050476

Belart, J., Magnússon, E., Berthier, E., Pálsson, F., Aðalgeirsdóttir, G., and Jóhannesson, T. (2019). The geodetic mass balance of Eyjafjallajökull ice cap for 1945–2014: Processing guidelines and relation to climate. Journal of Glaciology, 1-15. doi:10.1017/jog.2019.16

Erlingsson, E., Cavallaro, G., Riedel, M., Neukirchen, H. (2019). Scalable Workflows for Remote Sensing Data Processing with the DEEP-EST Modular Supercomputing Architecture. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 28-August 2, 2019, Yokohama, Japan, IEEE 2019 (to appear).

Eythorsson, D., Gardarsson, S. M., Ahmad, S. K., Hossain, F., & Nijssen, B. (2019). Arctic climate and snow cover trends – Comparing Global Circulation Models with remote sensing observations. International Journal of Applied Earth Observation and Geoinformation, 80, 71–81. https://doi.org/https://doi.org/10.1016/j.jag.2019.04.003

Gunnarsson, A., Gardarsson, S.M., and Sveinsson, O.G.B. (2019). Icelandic snow cover characteristics derived from a gap-filled MODIS daily snow cover product. Hydrol. Earth Syst. Sci., 23, 3021–3036. DOI 10.5194/hess-23-3021-2019

Jonsson, B. A., Bjornsdottir, G., Thorgeirsson, T. E.,  Ellingsen, L. M.,  Bragi Walters, G., Gudbjartsson, D. F., Stefansson, H., Stefansson K. and Ulfarsson, M. O. (2019) Brain age prediction using deep learning uncovers associated sequence variants, Nature Communications, 10(5409).

Palsson, B.,  Sveinsson, J.R., Ulfarsson, M.O. (2019). Spectral-Spatial Hyperspectral Unmixing Using Multi-task Learning IEEE Access, 7.

Rasti, B., Ghamisi, P.  Ulfarsson, M.O. (2019). Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank Analysis Article, Remote Sensing.

Ramirez-Gonzalez. L.M,; Aufaristama, M.; Jónsdóttir, I; Höskuldsson, Á.; Proietti, N.M.; Kraft, G., McQuikin, J. Remote sensing of surface hydrothermal alteration, identification of minerals and thermal anomalies at Sveifluháls-Krýsuvík high-temperature geothermal field, SW Iceland. IOP Conf. Ser. Earth Environ. Sci. 2019, 254, 012005. 1088/1755-1315/254/1/012005

Silva, A., Ulfarsson, M.O., Stefansson, H., Gustafsson, O., Walters, G.B., Linden, D. E. Wilkinson, L. S.,  Drakesmith, M., Owen, M. J.,  Hall, J., Stefansson, K. (2019) Reciprocal white matter changes associated with copy number variation at 15q11.2 (BP1-BP2), A diffusion tensor imaging study, Biological Psychiatry, 85(7): 563?572.

Ulfarsson, M. Palsson, F., Mura, M.D., Sveinsson, J.R. (2019). Sentinel-2 Sharpening Using a Reduced-Rank Method, IEEE Transactions on Geoscience and Remote Sensing, 57(9).

2018

Aufaristama, M., Hoskuldsson, A., Jonsdottir, I., Ulfarsson, M.O., Thordarson, T. New Insights for Detecting and Deriving Thermal Properties of Lava Flow Using Infrared Satellite during 2014–2015 Effusive Eruption at Holuhraun, Iceland. Remote Sens. 2018, 10, 151. org/10.3390/rs10010151

Chandler, B.M.P., Lovell, H., Boston, C.M., Lukas, S., Barr, I.D., Benediktsson, Í.Ö., Benn, D.I., Clark, C.D., Darvill, C.M., Evans, D.J.A., Ewertowski, M.W., Loibl, D., Margold, M., Otto, J-C., Roberts, D.H., Stokes, C.R., Storrar, R.D., Stroeven, A.P. 2018. Terrestrial glacial geomorphological mapping: a review of approaches and frameworks for best practice. Earth-Science Reviews 185, 806-846. https://doi.org/10.1016/j.earscirev.2018.07.015.

Dumont S., Sigmundsson F., Parks M., Drouin V., Pedersen G. B. M., Jónsdóttir I., Höskuldsson Á., Hooper A., Spaans K., Bagnardi, M., Gudmundsson M.T., Barsotti S., Hjartardóttir Á. R., Dürig T., Rossi C. (2018) Integration of SAR data into monitoring of the 2014-2015 Holuhraun eruption, Iceland: Contribution of the Icelandic Volcanoes Supersite and the FutureVolc projects. Frontiers https://doi.org/10.3389/feart.2018.00231

Erlingsson, E., Cavallaro, G., Riedel, M., Neukirchen, H. Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 23-27 2018, Valencia, Spain, DOI: 10.1109/IGARSS.2018.8517378 IEEE 2018.

Kizel, F., Benediktsson, J.A., Bruzzone, L., Pedersen, G. B. M., Vilmundardóttir, O. K., Falco, N. (2018) Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model, IEEE J Sel Top Appl Earth Obs Remote Sens. 2018. doi:10.1109/JSTARS.2018.2804666

Lange, J., Cavallaro, G., Götz, M., Erlingsson, E., Riedel, M. The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 23-27 2018, Valencia, Spain, DOI: 10.1109/IGARSS.2018.8518671, IEEE 2018.

Memon, S., Cavallaro, G., Hagemeier, B., Riedel, M., Neukirchen, H. Automated Analysis of remotely sensed images using the UNICORE workflow management system. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 23-27 2018, Valencia, Spain, DOI: 10.1109/IGARSS.2018.8519364, IEEE 2018.

Palsson, B.,  Sigurdsson, J., Sveinsson, J.R., Ulfarsson, M.O. (2018) Hyperspectral Unmixing Using a Neural Network Autoencoder, IEEE ACCESS volume 6, pages 25646-25656.

Palsson, F.  Sveinsson, J.R., Ulfarsson, M.O. (2018) Sentinel-2 Image Fusion Using a Deep Residual Network, Remote Sensing 10(8):1290.

Palsson, F.,  Sveinsson, J.R., Ulfarsson, M.O. (2018) Single Sensor Image Fusion Using a Deep Convolutional Generative Adversarial Network, IEEE Whispers, Amsterdam.

Pedersen, G. B. M., Belart, J. M. C., Magnusson, E., Vilmundardóttir, O. K., Kizel, F., Sigmundsson, F. S., Gísladóttir, G., Benediktsson, J. A. (2018) Hekla volcano, Iceland, in the 20th century: Lava volumes, magma supply and effusion rates, GRL, doi: 10.1002/2017GL076887.

Pedersen, G. B. M.,Montalvo, J., Einarsson, P., Vilmundardóttir, O. K., Sigurmundsson, F. S., Belart, J. M. C., Hjartardóttir, Á.R., Kizel, F., Rostuwicz, R., Falco, N., Gísladóttir, G., Benediktsson, J.A. (2018) Historical lava flow fields at Hekla volcano, South Iceland. Jökull 68, 1-26.

Rasti, B., Ulfarsson, M.O., Ghamisi, P. (2018). Sparse and Smooth Feature Extraction for Hyperspectral Imagery, IEEE International Conference on Geoscience and Remote Sensing, Valencia.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R. (2018) Blind Sparse Nonlinear Hyperspectral Unmixing Using an lq Penalty , IEEE Geoscience and Remote Sensing Letters, 15(12): 1907-1911.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R. (2018). Blind Nonlinear Hyperspectral Unmixing Using an lq Regularizer, IEEE International Conference on Geoscience and Remote Sensing, Valencia.

Tarquini, S., de’ Michieli Vitturi, M., Jensen, E.H., Pedersen, G.B.M., Barsotti, S., Coppola, D., Pfeffer, M. (2018) Modeling lava flow propagation over a flat landscape by using MrLavaLoba: the case of the 2014–2015 eruption at Holuhraun, Iceland. Annals of Geophysics https://doi.org/10.4401/ag-7812.

Vilmundardóttir, O. K., F. S. Sigmundsson, Pedersen, G. B. M, Belart, J. M. C., Kizel, F., Falco, N., Benediktsson, J. A., Gísladóttir, G. (2018). Of mosses and men- Plant succession, soil development and soil carbon accretion in the sub-Arctic volcanic landscape of Hekla, Iceland. Progress in Physical Geography, https://doi.org/10.1177/0309133318798754.

Walters, G.B.,  Gustafsson, O., Sveinbjornsson, G., Eiriksdottir, V. K., Agustsdottir, A. B., Jonsdottir, G. A., Steinberg, S., Gunnarsson,  A.F.,  Magnusson, M.I., Unnsteinsdottir, U.,  Lee, A.L., Jonasdottir,  A., Sigurdsson, A., Jonasdottir, A., Skuladottir, A., Jonsson, L.,  Nawaz, M. S., Sulem, P. , Frigge, M., Ingason, A., Love, A., Norddhal, G. L., Zervas, M.,  Gudbjartsson, D. F., Ulfarsson, M.O., Saemundsen,  E., Stefansson, H.,  Stefansson, K. (2018) MAP1B mutations cause intellectual disability and extensive white matter decit, Nature Communication, 9:3456.

Ulfarsson, M. Dalla Mura, M. (2018) A low-rank method for Sentinel-2 sharpening using cyclic descent, IEEE International Conference on Geoscience and Remote Sensing, Valencia.

2017

Belart, J. M. C., Berthier, E., Magnússon, E., Anderson, L. S., Pálsson, F., Thorsteinsson, T., Howat, I. M., Aðalgeirsdóttir, G., Jóhannesson, T., and Jarosch, A. H.: Winter mass balance of Drangajökull ice cap (NW Iceland) derived from satellite sub-meter stereo images, The Cryosphere, 11, 1501-1517, https://doi.org/10.5194/tc-11-1501-2017.

Palsson, F., Sveinsson, J.R., Ulfarsson, M.O. (2017) Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network, IEEE Geoscience and Remote Sensing Letters, 14(5) Pages: 639-643.

Palsson, F., Sigurdsson,  J., Sveinsson, J.R., Ulfarsson, M.O. (2017) Neural Network Hyperspectral Unmixing with Spectral Information Divergence Objective, IEEE International Conference on Geoscience and Remote Sensing, Fort Worth.

Pedersen, G. B. M., Höskuldsson, T. Dürig, T. Thordarson, I. Jónsdóttir, M.S. Riishuus, B.V. Óskarsson, S. Dumont, E. Magnusson, M.T. Gudmundsson, F. Sigmundsson, V.J.P.B. Drouin, C. Gallagher, R. Askew, J. Guðnason, W.M. Moreland, P. Nikkola, H. I. Reynolds, J. Schmith (2017) Lava field evolution and emplacement dynamics of the 2014-2015 basaltic fissure eruption at Holuhraun, Iceland, JGR, http://dx.doi.org/10.1016/j.jvolgeores.2017.02.027.

Rasti, B., Ulfarsson, M. O., Ghamisi, P. (2017) Automatic Hyperspectral Image Restoration Using Sparse and Low-Rank Modeling, IEEE Geoscience and Remote Sensing Letters, 14(12), 2335-2339.

Sigurdsson, J. Ulfarsson, M.O., Sveinsson, J.R., Bioucas-Dias, J.M. (2017). Sparse Distributed Multitemporal Hyperspectral Unmixing, IEEE Transactions on Geoscience and Remote Sensing, 55(11), pages: 6069 – 6084.

Sigurdsson, J., Ulfarsson, M. O., Sveinsson, J.R. (2017). Fast Multitemporal Hyperspectral Unmixing, IEEE International Conference on Geoscience and Remote Sensing, Fort Worth.

Sigurdsson, J., Ulfarsson, M. O., Sveinsson, J.R. (2017). Sparse and Low Rank Hyperspectral Unmixing, IEEE International Conference on Geoscience and Remote Sensing, Fort Worth.

Ulfarsson, M. O., Walters, G. B., Gustafsson, O., Steinberg, S., Silva, A., Doyle, O. M., Brammer, M., Gudbjartsson, D. F., Arnarsdottir, S., Jonsdottir, G. A., Gisladottir, R.S., Bjornsdottir, G., Helgason, H., Ellingsen, L. M., Halldorsson, J. G., Saemundsen, E.,  Stefansdottir, B., Jonsson, L., Eiriksdottir, V. K., Eiriksdottir, G. R., Johannesdottir, G. H., Unnsteinsdottir, U., Jonsdottir, B., Magnusdottir, B. B., Sulem, P., Thorsteinsdottir, U., Sigurdsson, E., Brandeis, D., Meyer-Lindenberg, A., Stefansson, H., Stefansson, K. (2017) 15q11.2 CNV aects cognitive, structural and functional correlates of dyslexia and dyscalculia, Translational Psychatry, 7, Article Number: e1109.

2016

Aufaristama, M.; Höskuldsson, Á.; Jónsdóttir, I.; Ólafsdóttir, R. Mapping and Assessing Surface Morphology of Holocene Lava Field in Krafla ( NE Iceland ) Using Hyperspectral Remote Sensing. IOP Conf. Ser. Earth Environ. Sci. 2016, 29, 1–6. 1088/1755-1315/29/1/012002

Benediktsson, Í.Ö., Jónsson, S.A., Schomacker, A., Johnson, M.D., Ingólfsson, Ó., Zoet, L., Iverson, N.R., Stötter, J. 2016. Progressive formation of modern drumlins at Múlajökull, Iceland: stratigraphic and morphological evidence. Boreas 45, 567-583. http://dx.doi.org/10.1111/bor.12195.

Gudmundsson, M. T., Jónsdóttir, K., Hooper, A., Holohan, E. P., Halldórsson, S. H., Ófeigsson, B. G., Cesca, S., Vogfjörd, K. S., Sigmundsson, F., Högnadóttir, T., Einarsson, P., Sigmarsson, O., Jarosch, A. H., Jónasson, K., Magnússon, E., Hreinsdóttir, S., Bagnardi, M., Parks, M. M., Hjörleifsdóttir, V.,Pálsson, F., Walter, T. R., Schöpfer, M. P. J., Heimann, S., Reynolds, H. I., Dumont, S., Bali, E., Gudfinnsson, G. H., Dahm, T., Roberts, M. J., Hensch, M., Belart, J. M.C., Spaans, K., Jakobsson, S., Gudmundsson, G. B., Fridriksdóttir, H. M., Drouin, V., Dürig, T., Aðalgeirsdóttir, G., Riishuus, M. S., Pedersen, G. B. M, Boeckel, T. V., Oddsson, B., Pfeffer, M. A., Barsotti, S., Bergsson, B., Donovan, A., Burton, M. R., Aiuppa, A. (2016) Gradual caldera collapse at Bárdarbunga volcano, Iceland, regulated by lateral magma flow, Science, doi: 10.1126/science.aaf8988

Marjanovic, G., Ulfarsson, M.O., Solo, V. (2016). Large-Scale l0 Sparse Inverse Covariance Estimation, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP16), Shanghai, China. 

Palsson, F., Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J.A. (2016) MTF-Based Deblurring Using aWiener Filter for CS and MRA Pansharpening Methods, IEEE Journal of selected topics in Geoscience and Remote Sensing, volume 9, issue 6, pages 2255 – 2269.

Palsson, F., Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J. A. (2016). Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis, IEEE Transactions on Geoscience and Remote Sensing, volume 54, issue 3, pages 1247 – 1259.

Pedersen, G. B. M. (2016) Semi-automatic classification of glaciovolcanic landforms: An object-based mapping approach based on geomorphometry, JVGR, doi:10.1016/j.jvolgeores.2015.12.015

Rasti, B., Ulfarsson, M. O., Sveinsson, J. R. (2016) Hyperspectral Feature Extraction Using Total Variation Component Analysis, IEEE Transactions on Geoscience and Remote Sensing, volume 54, number 12, pages 6976 – 6985.

Sigurdsson, J. Ulfarsson, M. O., Sveinsson, J. R. (2016) Blind Hyperspectral Unmixing Using Total Variation and lq Sparse Regularization, IEEE Transactions on Geoscience and Remote Sensing, volume 54, number 11, pages 6371 – 6384.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R., Bioucas-Dias, J.H. (2016). Sparse Distributed Hyperspectral Unmixing, IEEE International Conference on Geoscience and Remote Sensing, Peking.

Ulfarsson, M. O., Palsson, F., Sigurdsson, J., Sveinsson, J.R. (2016) Classification of Big Data With Application to Imaging Genetics, Proceedings of the IEEE, volume 104, number 11, pages 2137 – 2154.

Ulfarsson, M. O.,  Solo, V. Sigurdsson, J., Sveinsson, J.R. (2016) Distributed Dyadic Cyclic Descent for Non- Negative Matrix Factorization, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP16), Shanghai, China.

2015

Marjanovic, G., Ulfarsson, M.O. (2015)  A.Hero, MIST: l0 Sparse Linear Regression with Momentum, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP15), Brisbane.

Palsson, F., Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J.A. (2015) Model Based Fusion of Multi- and Hyperspectral Images using PCA and Wavelets, IEEE Transactions on Geoscience and Remote Sensing, volume 53, issue 5, pages 2652-2663.

Palsson, F.,  Sveinsson,  J.R.,  Ulfarsson, M.O., Benediktsson, J.A. (2015) MTF-Deblurring Preprocessing for CS and MRA Pansharpening Methods, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2015), Milano.

Palsson, F., Sveinsson, J.R., Ulfarsson, M.O.,  Benediktsson, J.A. (2015). Model Based Pansharpening Method Based on TV and MTF Deblurring, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2015), Milano.

Rasti, B., Ulfarsson, M.O., Sveinsson, J.R. (2015) Hyperspectral Subspace Identication Using SURE, IEEE Geoscience and Remote Sensing Letters, volume 12, issue 12, 2481 – 2485.

Sigurdsson, J., Ulfarsson, M. O. and Sveinsson, J.R. (2015). Total Variation and lq Based Hyperspectral Unmixing for Feature Extraction and Classication, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2015), Milano.

Ulfarsson, M.O., Solo, V. (2015) Selecting the Number of Principal Components with SURE, IEEE Signal Processing Letters, Volume 22, Issue 2, 239-243.

Ulfarsson, M. O., Solo, V., Marjanovic, G. (2015) Sparse and Low Rank Decomposition using l0 penalty, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP15), Brisbane.

2014

Bernabe, S., P. R. Marpu, A. Plaza, M. Dalla Mura and J. A. Benediktsson (2014). Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. IEEE Geoscience and Remote Sensing Letters, pp. vol. 11, no. 1, pp. 288 – 292.

Camps-Valls, G., D. Tuia, L. Bruzzone, J.A. Benediktsson (2014). Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods. IEEE Signal Processing Magazine, Vol. 31, pp. 45-54.

Ghamisi, P.,  J.A. Benediktsson, G. Cavallaro and A.J. Plaza (2014). Automatic Framework for Spectral–Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles. IEEE Trans. Geoscience and Remote Sensing.

Ghamisi, P., J.A. Benediktsson and J.R. Sveinsson (2014). Automatic Spectral-Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction. IEEE Trans. Geoscience and Remote Sensing.

Ghamisi, P., J.A. Benediktsson and M.O. Ulfarsson (2014). Spectral-Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields. IEEE Trans. Geoscience and Remote Sensing.

Ghamisi, P.,  M.S. Couceiro, F.M.L. Martins and J.A. Benediktsson (2014). Multilevel Image Segmentation based on Fractional-Order Darwinian Particle Swarm Optimization. To appear on IEEE Trans. Geoscience and Remote Sensing.

Ghamisi, P., M.S. Couceiro, M. Fauvel and J.A. Benediktsson (2014). Integration of Segmentation Techniques for Classification of Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters, pp. vol. 11, no. 1, pp. 342 – 346.

Jónsson, S.A., Schomacker, A., Benediktsson, Í.Ö., Ingólfsson, Ó., Johnson, M.D. 2014. The drumlin field and the geomorphology of the Múlajökull surge-type glacier, central Iceland. Geomorphology 207, 213-220. http://dx.doi.org/10.1016/j.geomorph.2013.11.007

Kang, X., S. Li and J.A. Benediktsson (2014). Pansharpening with Matting Model. IEEE Trans. Geoscience and Remote Sensing.

Kang, X., S. Li and J.A. Benediktsson, “Feature Extraction of Hyperspectral Images with Image Fusion and Recursive Filtering. IEEE Trans. Geoscience and Remote Sensing.

Kang, X S. Li and J.A. Benediktsson (2014). Spectral-spatial Hyperspectral Image Classification with Edge-preserving Filtering. IEEE Trans. Geoscience and Remote Sensing.

Palsson, F, Sveinsson, J.R., Ulfarsson, M.O. (2014). A New Pansharpening Algorithm Based on Total Variation, Geoscience and Remote Sensing Letters, volume 11, issue 1, pages 318-322.

Palsson, F., Ulfarsson, M.O. and Sveinsson, J.R. (2014). Sparse Gaussian Noisy Independent Component Analysis, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy.

Palsson, F., Ulfarsson, M.O. and Sveinsson, J.R. (2014). Hyperspectral Image Denoising Using a SparseLow Rank Model and Dual-Tree Complex Wavelet Transform, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2014), Quebec City, Canada.

Palsson, F., Ulfarsson, M.O. and Sveinsson, J.R. (2014). Model based PCA/Wavelet Fusion of Multispectral and Hyperspectral Images, IEEE International Conference on Geoscience and Remote Sensing,(IGARSS 2014), Quebec City, Canada.

Rasti, B., J.R. Sveinsson, M.O. Ulfarsson, and J.A. Benediktsson (2014). Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain. To appear on IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Rasti, B., Sveinsson, J.R., Ulfarsson, M.O. (2014). Wavelet Based Sparse Reduced Rank Regression for Hyperspectral Image Restoration, IEEE Transactions on Geoscience and Remote Sensing, volume 52, issue 10, pages 6688 – 6698.

Rasti, B., Sveinsson, J.R., Ulfarsson, M.O. (2014) Total Variation Based Hyperspectral Feature Extraction, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2014), Quebec City, Canada.

Rasti, B., Sveinsson, J.R., Ulfarsson, M.O. (2014) SURE Based Model Selection for Hyperspectral Imaging, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2014), Quebec City, Canada.

Schomacker, A., Benediktsson, Í.Ö., Ingólfsson, Ó. (2014). The Eyjabakka­jökull glacial landsystem, Iceland: geomorphic impact of multiple surges. Geomorphology 218, 98-107. http://dx.doi.org/10.1016/j.geomorph.2013.07.005

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R.(2014). Hyperspectral unmixing using lq penalty, IEEE Transactions on Geoscience and Remote Sensing, volume 52, issue 11, pages 6793-6806.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R. (2014) Endmember Constrained Semi-Supervised Hyperspectral Unmixing, IEEE Workshop on Hyperspectral Image and Signal Processing, Lausanne, Switzerland.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R. (2014) Semi-supervised hyperspectral unmixing, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2014), Quebec City, Canada, 2014.

Song, B., J. Li, M. Dalla Mura, A. Plaza, J. M. Bioucas Dias, J.A. Benediktsson, and J. Chanussot (2014). Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. IEEE Trans. Geoscience and Remote Sensing.

Ulfarsson, M. O., Solo, V. (2014). Sparse Component Analysis via Dyadic Cyclic Descent, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy.

2013

Fauvel, M.,  Y. Tarabalka, J.A. Benediktsson, J. Chanussot and J.C. Tilton (2013). Advances in Spectral-Spatial Classification of Hyperspectral Images.  Proceedings of the IEEE, DOI 10.1109/JPROC.2012.2197589.

Falco N., M. Dalla Mura, F. Bovolo, J. A. Benediktsson, and L. Bruzzone (2013). Change Detection in VHR Images Based on Morphological Attribute Profiles. IEEE Geoscience and Remote Sensing Letters, vol. 10, No. 3, pp. 636–640, DOI:10.1109/LGRS.2012.2222340.

Ghamisi, P. Benediktsson, J.A. and Ulfarsson, M. O. (2013) The Spectral Spatial Classification of Hyperspectral Images Based On Hidden Markov Random Field and its Expectation-Maximization, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2013), Melbourne, Australia

Hernandez-Garcia, L., Bhatia, V., Prem-Kumar, K., Ulfarsson, M. O. (2013) Magnetic resonance imaging of time-varying magnetic fields from therapeutic devices, NMR in biomedicine, Jun;26(6):718-724.

Marpu, P.R., M.  Pedergnana, M. Dalla Mura, J.A. Benediktsson, and L. Bruzzone (2013). Automatic Generation of Standard Deviation Attribute Profiles for Spectral–Spatial Classification of Remote Sensing DataIEEE Geoscience and Remote Sensing Letters, pp. 293-297, No. 2, vol. 10 DOI: 10.1109/LGRS.2012.2203784.

Moser, G., S.B. Serpico and J.A. Benediktsson (2013). Land Cover Mapping by Markov Modeling of Spatial Contextual Information in Very-High Resolution ImagesProceedings of the IEEE, DOI 10.1109/JPROC.2012.2211551.

Palsson, F., Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J.A. (2013). Pansharpening via Sparsity Optimization using Overcomplete Wavelet Transforms, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2013), Melbourne, Australia.

Rasti, B., Sveinsson, J. R., Ulfarsson, M. O., Benediktsson, J. A. (2013). Hyperspectral image restoration using wavelets, SPIE Remote Sensing, Dresden, Germany.

Rasti, B., Sveinsson, J. R., Ulfarsson, M. O., Benediktsson, J. A. (2013). Wavelet based hyperspectral image restoration using spatial and spectral penalties, SPIE Remote Sensing, Dresden, Germany.

Rasti, B., Sveinsson, J.R.,  Ulfarsson, M.O., Benediktsson, J. A. (2013) Hyperspectral Image Denoising Using a New Linear Model and Sparse Regularization, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2013), Melbourne, Australia.

Rasti, B., Sveinsson, J.R. Ulfarsson, M.O., Sigurdsson, J. (2013). First Order Roughness Penalty for Hyperspectral Image Denoising, IEEE Workshop on Hyperspectral Image and Signal Processing Gainsville, Florida, USA, 2013.

Rasti, B., Sveinsson, J.R. Ulfarsson, M.O., Sigurdsson, J. (2013). Wavelet Based Sparse Principal Component Analysis for Hyperspectral Denoising, IEEE Workshop on Hyperspectral Image and Signal Processing Gainsville, Florida, USA, 2013.

Sigurdsson, J., Ulfarsson, M. O., Sveinsson,J. R., Benediktsson, J. A. (2013) Smooth Spectral Unmixing using Total Variation Regularization and a First Order Roughness Penalty, IEEE International Conference on Geoscience and Remote Sensing, (IGARSS 2013), Melbourne, Australia.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R. (2013) Smooth and Sparse Hyperspectral Unmixing using an l0 penalty, IEEE Workshop on Hyperspectral Image and Signal Processing, Gainsville, Florida, USA, 2013.

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R., Benediktsson, J.A. (2013). Sparse Representation of Hyperspectral Data using CUR Matrix Decomposition, IEEE International Conference on Geoscience and Remote Sensing (IGARSS 2013), Melbourne, Australia, 2013.

Ulfarsson, M. O., Solo, V. (2013). Tuning Parameter Selection for Underdetermined Reduced-Rank Regression, IEEE Signal Processing Letters, volume 20, issue 9, pages 881-884.

Ulfarsson, M. O., Solo, V. (2013). Tuning Parameter Selection for Nonnegative Matrix Factorization, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), Vancouver, Canada.

2012

Benediktsson, J.A.,  J. Chanussot and W. M. Moon. (2012). Very High Resolution Remote Sensing: Challenges and Opportunities. IEEE Proceedings, Vol 100, pp. 1907-1910.

Bernabe, S.  A.J. Plaza, P.R. Marpu, and J.A. Benediktsson (2012). A new parallel tool for classification of remotely sensed imageryComputers & Geosciences, vol. 46, 2012, pp. 208-218,DOI: 10.1016/j.cageo.2011.12.009.

Bernard, K., Y. Tarabalka, J. Angolo, J. Chanussot and J.A. Benediktsson. (2012) Spectral-Spatial Classification of Hyperspectral Data based on a Stochastic Minimum Spanning Forest ApproachIEEE Trans. on Image Processing, pp, 2008-2021, 2012, DOI: 10.1109/TIP.2011.2175741.

de Zeeuw-van Dalfsen, E.,  R. Pedersen,  A. Hooper and F. Sigmundsson (2012). Subsidence of Askja caldera 2000–2009: Modelling of deformation processes at an extensional plate boundary, constrained by time series InSAR analysis. Journal of Volcanology and Geothermal Research 213–214, 72–82.  DOI:10.1016/j.jvolgeores.2011.11.004

Eches, O., J.A. Benediktsson, N. Dobigeon, and J. Tourneret (2012). Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images.  IEEE Trans. on Image Processing, DOI: 10.1109/TIP.2012.2204270.

Fauvel, M., J. Chanussot, J.A. Benediktsson and A. Villa (2012 online). Parsimonious Mahalanobis kernel for the classification of high dimensional dataPattern Recognition.

Fauvel, M., J. Chanussot, and J.A. Benediktsson. (2012) A spatial–spectral kernel-based approach for the classification of remote-sensing images  Pattern Recognition, Vol. 45, Issue 1, Pages 381-392.

Ghamisi, P., M. S. Couceiro, J.A. Benediktsson, and N. M.F. Ferreira. (2012) An efficient method for segmentation of images based on fractional calculus and natural selection Expert Systems with Applications, Volume 39, Issue 16, pp.12407-12417.

Hjartardóttir, Á.R., Einarsson, P., Bramham, E. and Wright, T.J. (2012 online).  The Krafla fissure swarm, Iceland, and its formation by rifting events.  Bulletin of Volcanology 74 (9) 2139-2153. DOI: 10.1007/s00445-012-0659-0.

Hjartardóttir, Á.R. and Einarsson, P. (2012).  The Kverkfjöll fissure swarm and the eastern boundary of the Northern Volcanic Rift Zone, Iceland.  Bulletin of Volcanology 74(1), 143-162.  DOI: 10.1007/s00445-011-0496-6.

Hooper, A.,  F. Prata, and F. Sigmundsson  (2012).  Remote sensing of volcano hazards and their precursors, Proceedings of the IEEE, 100(10), 2908-2930.

Licciardi, G. A.,  A. Villa, M. Dalla Mura, L.  Bruzzone, J. Chanussot, and J.A.; Benediktsson (2012) Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. IEEE Journal on Selected Topics Applied Earth Observations and Remote Sensing, Vol. 5, pp. 71 – 79,  DOI: 10.1109/JSTARS.2012.2184269

Licciardi,G.,  P.R. Marpu, J. Chanussot, and J.A. Benediktsson (2012). Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological ProfilesIEEE Geoscience and Remote Sensing Letters, Vol. 9, pp., 447-451, DOI: 10.1109/LGRS.2011.2172185

Marpu, P.R., M. Pedergnana, S. Peeters,  M. Dalla Mura, J.A. Benediktsson  and  L. Bruzzone (2012). Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques. International Journal of Image and Data Fusion, Vol. 3. No. 3, pp. 269-298.

Palsson, F., J.R. Sveinsson, J.A. Benediktsson, H. Aanaes (2012) Classification of Pansharpened Urban Satellite ImagesIEEE Journal on Selected Topics Applied Earth Observations and Remote Sensing, Vol. 5, pp. 281 – 297, DOI: 10.1109/JSTARS.2011.2176467.

Palsson, F. Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J.A. (2012). A new pansharpening method using an explicit image formation model regularized via total variation “, In Proc. IEEE. International Conference on Geoscience and Remote Sensing (IGARSS 2012)

Palsson, F. Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J.A. (2012). SAR image denoising using total variation variation based regularization with SURE based optimization of the regularization parameter”, In Proc. IEEE. International Conference on Geoscience and Remote Sensing (IGARSS 2012)

Pedergnana, M., P.R. Marpu, M. Dalla Mura, J.A. Benediktsson, and L. Bruzzone (2012). Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. IEEE Selected Topics in Signal Processings, pp. 856-865,  DOI:  10.1109/JSTSP.2012.2208177.

Rasti, B. Sveinsson, J.R., Ulfarsson, M. O., Benediktsson, J.A. (2012). Hyperspectral image denoising using 3D wavelets”, In Proc. IEEE. International Conference on Geoscience and Remote Sensing (IGARSS 2012).

Sigurdsson, J., Ulfarsson, M.O., Sveinsson, J.R., Benediktsson,  J.A.( 2012). A smooth Hyperspectral unmixing method based on cyclic descent’, In Proc. IEEE. International Conference on Geoscience and Remote Sensing (IGARSS 2012).

Tarabalka, Y., Tilton, J., Chanussot, J., Benediktsson, J.A. (2012) A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations. IEEE Journal on Selected Topics Applied Earth Observations and Remote Sensing, Vol. 5, pp. 262-272,DOI: 10.1109/JSTARS.2011.2173466.

Ulfarsson, M.O., Solo, V. (2012). Sparse loading noisy PCA using an l0 penalty, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Kyoto, Japan.

2011

Chang, S., Ulfarsson, M. O., Chugh, A., Yoshida, K., Jongnarangsin, K., Crawford, T., Good, E., Pelosi, Jr., Frank, B., Frank, M., Fred; Oral, H. (2011) Time-and Frequency-Domain Characteristics of Atrial Electrograms During Sinus Rhythm and Atrial Fibrillation, Journal of Cardiovascular Electrophysiology, Aug;22(8):851-857.

Decriem, J.,  Þ. Árnadóttir (2011). Transient crustal deformation in the South Iceland Seismic Zone observed by GPS and InSAR during 2000–2008, Tectonophysics, Available online 12 October 2011, DOI: 10.1016/j.tecto.2011.09.028.

Gudmundsson, S., H. Björnsson, E. Magnússon, E. Berthier, F. Pálsson, M.T. Gudmundsson, Þ. Högnadóttir and J. Dall  (2011). Response of Eyjafjallajökull, Torfajökull and Tindfjallajökull ice caps in Iceland to regional warming, deduced by remote sensing, Polar Research, 30, 7282 – DOI: 10.3402/polar.v30i0.7282.

Hernandez, L., Ulfarsson, M. (2011) Neuronal event detection in FMRI time series using iterative deconvolution techniques, Magnetic Resonance Imaging, 29(3):353-364.

Hooper, A., B.G. Ofeigsson, F. Sigmundsson, B. Lund, H. Geirsson, P. Einarsson,  and E. Sturkell  (2011).  Increased capture of magma in the crust promoted by ice-cap retreat in Iceland. Nature Geoscience, DOI:10.1038/NGEO1269.

Magnúsdóttir, S. and B. Brandsdóttir (2011). Tectonics of the Þeistareykir fissure swarm. Jökull (61) 65-79.

Magnússon, E., H. Björnsson, H. Rott,  M.J. Roberts, F. Pálsson, S. Gudmundsson, R.A. Bennett, H. Geirsson and E. Sturkell  (2011). Localized uplift of Vatnajökull, Iceland: subglacial water accumulation deduced from InSAR and GPS observations.  Journal of Glaciology, Volume 57, Number 203, pp. 475-484(10).

Ofeigsson, B.G., A. Hooper, F. Sigmundsson, E. Sturkell and R. Grapenthin (2011). Deep magma storage at Hekla volcano, Iceland, revealed by InSAR time series analysis, J. Geophys. Res., 116, B05401, DOI:10.1029/2010JB007576

Ulfarsson, M.O., Solo, V. (2011). Vector l0 sparse variable PCA, IEEE Transactions on Signal Processing, 59(4):1949-1958.

Ulfarsson, M. O., Solo, V. (2011). Sparse variable reduced rank regression via Stiefel Optimization, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic.

Vilmundardóttir, O.K., B. Magnússon, Þ. Þorsteinsson,  G. Gísladóttir (2011). Þróun landbrots við Blöndulón. Náttúrufræðingurinn 81 (1), bls. 17–30.

Yoshida, K., Ulfarsson, M. O., Oral, H., Crawford, T., Good, E., Jongnarangsin, K., Bogun, F.,  Pelosi, F., Jalife, J., Morady, F., Chugh, A. (2011) Left Atrial Pressure and Dominant Frequency of Atrial Fibrillation in Humans, Heart Rhythm, Feb;8(2):181-7.

2010

Decriem, J., Þ. Árnadóttir, A. Hooper, H. Geirsson,  F. Sigmundsson, M. Keiding, B.G. Ófeigsson, S. Hreinsdóttir,  P. Einarsson, P. LaFemina  and R.A. Bennett (2010). The 29 May 2008 earthquake doublet in SW Iceland, Geophys. J. Int., 181(2), 1128-1146, DOI: 10.1111/j.1365-246X.2010.04565.x.

Einarsson, P. (2010).  Mapping of Holocene surface ruptures in the South Iceland Seismic Zone. Jökull (60) 117-134.

Geirsson, H., Árnadóttir, Þ., Hreinsdóttir, S., Decriem, J., LaFemina, P.C., Jónsson, S., Bennett, R.A., S. Metzger, A. Holland,  E. Sturkell, T. Villemin, C. Völksen, F. Sigmundsson,  P. Einarsson,  M.J. Roberts and H. Sveinbjörnsson (2010). Overview of results from continuous GPS observations in Iceland from 1995 to 2010. Jökull 60, 3-22.

Hjartardóttir, Á.R., P. Einarsson and B. Brandsdóttir (2010). The Kerlingar fault, Northeast Iceland: A Holocene normal fault east of the divergent plate boundary. Jökull (60) 103-116.

Keiding, M., Þ. Árnadóttir, S. Jónsson, J. Decriem and A. Hooper (2010). Plate boundary deformation and man-made subsidence around geothermal fields on the Reykjanes Peninsula, Iceland. Journal of Volcanology and Geothermal Research, Volume 194, Issue 4, 30 July 2010, Pages 139-149

Magnússon, E., H. Björnsson, H. Rott and F. Pálsson  (2010). Reduced glacier sliding caused by persistent drainage from a subglacial lake. The Cryosphere, 4, 13-20. DOI:10.5194/tc-4-13-2010

Pagneux, E., G. Gísladóttir and Á. Snorrason (2010).  Inundation extent as a key parameter for assessing the magnitude and return period of flooding events in southern Iceland. Hydrological Sciences Journal, 55(5), 704 – 716. DOI: 10.1080/02626667.2010.489281

Schomacker, A. (2010). Expansion of ice-marginal lakes at the Vatnajökull ice cap, Iceland, from 1999 to 2009. Geomorphology 119, 232-236. DOI:10.1016/j.geomorph.2010.03.022

Sigmundsson, F., S. Hreinsdóttir, A. Hooper, Þ. Árnadóttir, R. Pedersen, M.J. Roberts, N. Óskarsson, A. Auriac, J. Decriem, P. Einarsson, H. Geirsson, M. Hensch, B.G. Ófeigsson, E. Sturkell,  H. Sveinbjörnsson and K.L. Feigl  (2010). Intrusion triggering of the 2010 Eyjafjallajökull explosive eruption, Nature, 468, 426-430, DOI:10.1038/nature09558.

Sigurdsson, J., Ulfarsson, M. O. (2010). Smooth noisy PCA using 1st order roughness penalty”, In Proc IEEE Machine Learning for Signal Processing (MLSP 2010), Finland.

Solo, V., Ulfarsson, M.O. (2010). Threshold selection for group sparsity, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas, USA.

Thorsteinsson, T.,  Gísladóttir, G., Bullard, J., McTainsh, G. (2011). Dust storm contributions to airborne particulate matter in Reykjavík, Iceland. Atmospheric Environment, 45: 5924 – 5933.

Thorsteinsson, T., Magnusson, B., Gudjonsson, G. (2011). Large wildfire in Iceland in 2006: Size and intensity estimates from satellite data. International Journal of Remote Sensing, 32(1): 17 – 29. 

Villa, A., Chanussot, J., Benediktsson, J. A., Ulfarsson, M. O., Jutten, C. (2010). Super-resolution: an effective method to improve spatial resolution of hyperspectral images”, In Proc IEEE International Conference on Geoscience and Remote Sensing (IGARSS 2010), Hawaii, USA.

Vilmundardóttir, O.K., B. Magnússon,  G. Gísladóttir and Th. Thorsteinsson (2010). Shoreline erosion and aeolian deposition along a recently formed hydro-electric reservoir, Blöndulón, Iceland. Geomorphology, 114, 542-555. DOI:10.1016/j.geomorph.2009.08.012

Ulfarsson, M. O., Solo, V. (2010). Sparse variable noisy PCA using l0 penalty, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas, USA.

Ulfarsson, M. O., Solo, V. (2010). A semiparametric PCA approach to fMRI data analysis, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas, USA.

Yokokawa, M., Chugh, A., Ulfarsson, M., Takaki, H., Han, L., Yoshida, K., Sugimachi, M.,  Morady, F., Oral, H. (2010) Eect of linear ablation on spectral components of atrial brillation, Heart Rhythm, 7(12):1732-1737.

2009

Árnadóttir, Þ., B. Lund, W. Jiang, H. Geirsson, H. Björnsson, P. Einarsson and T. Sigurdsson  (2009). Glacial rebound and plate spreading: Results from the first countrywide GPS observations in Iceland. Geophys. J. Int., 177(2), 691–716, DOI: 10.1111/j.1365-246X.2008.04059.x

Benediktsson, Í.Ö., Ó. Ingólfsson, A. Schomacker and K.H. Kjær (2009). Formation of submarginal and proglacial end moraines: implications of ice-flow mechanism during the 1963-64 surge of Brúarjökull, Iceland. Boreas 38, 440-457.  DOI:10.1111/j.1502-3885.2008.00077.x

Hjartardóttir, Á.R., P. Einarsson and H. Sigurðsson (2009).  The fissure swarm of the Askja volcanic system along the divergent plate boundary of N Iceland. Bulletin of Volcanology 71(9), 961-975.  DOI: 10.1007/s00445-009-0282-x.

Hreinsdóttir, S., Þ. Árnadóttir, J. Decriem, H. Geirsson, A. Tryggvason, R.A. Bennett and  P. LaFemina (2009). A complex earthquake sequence captured by the continuous GPS network in SW Iceland, Geophys. Res. Lett., 36, L12309, DOI:10.1029/2009GL038391.

Jenness, M.H. and A.E. Clifton (2009). Controls on the geometry of a Holocene crater row: a field study from SW Iceland.  Bulletin of Volcanology, (71) 7, 715-728. DOI: 10.1007/s00445-009-0267-9

Keiding, M., B. Lund and Þ. Árnadóttir (2009). Earthquakes, stress and strain along an obliquely divergent plate boundary: the Reykjanes Peninsula, southwest Iceland, J. Geophys. Res., 114, DOI: 10.1029/2008JB006253.

Pedersen, R., F. Sigmundsson and T. Masterlark (2009). Rheologic controls on inter-rifting deformation of the Northern Volcanic Zone, Iceland, Earth and Planetary Science Letters, 281, 14-26, DOI:10.1016/j.epsl.2009.02.003.

Sturkell, E., P. Einarsson, H. Geirsson, E. Tryggvason, J.G. Moore and R. Ólafsdóttir (2009). Precision levelling and geodetic GPS observations performed on Surtsey between 1967 and 2002, The Surtsey Research Society, Surtsey Research, 12, 39 – 47.

Sveinsson, J.R., Ulfarsson, M.O., Benediktsson, J.A. (2009) Speckle Reduction of SAR images using SURE-based adaptive sigmoid thresholding in the wavelet domain, In Proc IEEE. International Conference on Geoscience and Remote Sensing (IGARSS 2009), Cape Town, South Africa.

Völksen, C., Þ. Árnadóttir, H. Geirsson and G. Valsson  (2009). Present day geodynamics in Iceland monitored by a permanent network of continuous GPS stations. J. of Geodynamics, 48, 270-283, DOI:10.1016/j.jog.2009.09.033.

Vilmundardóttir, O.G., B. Magnússon, G. Gísladóttir and S.H. Magnússon (2009). Gróðurframvinda í áfoksgeira í mólendi við Blöndulón. Náttúrufræðingurinn, 78 (3–4), pp. 125–137.

Ulfarsson, M.O., Solo, V. (2009). Sparse variable PCA using a steepest descent on a Grassman manifold, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009), Taipei, Taiwan, March 2009.

Yoshida, K. Chugh, A. Ulfarsson, M.O.,  Good, E. Kuhne, M., Crawford, T.,  Sarrazin, J. F., Chalfoun, N., Wells, D. Boonyapisit, W. Veerareddy, S., Billakanty, S.,  Wong, W. S., Jongnarangsin, K., Pelosi, F., Bogun, F., Morady, F., Oral., H.(2009) Relationship Between the Spectral Characteristics of Atrial Fibrillation and Atrial Tachycardias That Occur After Catheter Ablation of Atrial Fibrillation, Heart Rhythm, Vol 6, No. 1.

2008

Ulfarsson M. O., Solo, V. (2008) Dimension Estimation in noisy PCA with SURE and Random matrix Theory, IEEE Trans. Signal Proc. 56(12): 5804-5816.

Ulfarsson M. O., Solo, V. (2008). Sparse PCA using Geodesic Steepest Descent, IEEE Trans. Signal Proc. 56(12): 5823-5832.

Ulfarsson, M. O., Solo, V. (2008). Rank selection in noisy PCA with SURE and Random Matrix Theory, In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), Las Vegas, Nevada, USA, March 2008.

Yoshida, K., Ulfarsson, M. O., Tada, H., Chugh, A., Good, E. , Kuhne, M., Crawford, Sarrazin, T., Chalfoun, J. Wells, D. Boonyapisit, W., Veerareddy, S. Billakanty, S. Wai, S. Wong, S. Kfahagi, A. Jongnarangsin, K., Pelosi, F. Bogun, F. Morady, F. Oral, H. (2008). Complex Electrograms within the Coronary Sinus: Time- and Frequency- Domain Characteristics, Eects of Antral Pulmonary Vein Isolation and Relationship to Clinical Outcome in Patient with Paroxysmal and Persistent Atrial Fibrillation, J. Cardiovascular Electrophysiology, 19(10): 1017-1023.

2007

Ulfarsson, M. O., Solo, V. (2007). Sparse variable PCA with application to fMRI, In Proc. IEEE International Symposium on Biomedical Imaging (ISBI 2007), Washington D.C., USA, April.

2006

Ulfarsson, M. O., Solo, V. (2006). Smooth Principal Component Analysis with Application to Functional Magnetic Resonance Imaging. In Proc IEEE. International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), vol. 2., pp. 993-996, Toulouse, France, May 2006.

Ulfarsson, M. O., Solo, V. (2006). Spatially local and temporally smooth PCA for fMRI, In Proc. IEEE International Conference on Image Processing (ICIP 2006), Atlanta, USA, October 2006.

2003

Thorsteinsson, T., Raymond, C. F., Gudmundsson, G. H., Bindschadler, R., Vornberger, P.,  Joughin, I. (2003).  Bed topography and stickiness inferred from surface measurements on fast flowing ice streams. Journal of Glaciology, 49(167), pp. 481-490.

Ulfarsson, M.O., Sveinsson, J. R., Benediktsson, J.A. (2003) Data Fusion and Feature Extraction in the Wavelet Domain. Int. J. Remote Sensing, 24(20): 3933-3945.

Ulfarsson, M.O., Sveinsson, J. R., Benediktsson, J.A. (2003). Wavelet footprints for speckle reduction of SAR images, In Proc. IEEE International Geoscience and Remote Sensing (IGARSS 2003), vol. 6, pp. 4092 – 4094, Toulouse, France, July.

2002

Ulfarsson, M.O., Sveinsson, J.R., Benediktsson, J.A. (2002). Speckle Reduction of SAR images in the Curvelet Domain, In Proc. IEEE International Geoscience and Remote Sensing (IGARSS 2002), vol. I, pp. 315-317, Toronto, Canada, June.

Ulfarsson, M.O., Benediktsson, J.A., Sveinsson, J.R. (2002). Wavelet feature extraction and genetic feature selection for multisource data, in Proc. International Workshop on Geo-Spatial Knowledge Processing for Natural Resource Management, vol. IV, pp. 3329-3331, Varese, Italy, July.

2001

M.O. Ulfarsson, J.A. Benediktsson and J.R. Sveinsson, “Data Fusion and Feature Extraction in the Wavelet Domain,” in Proc. IEEE International Workshop on Geo-Spatial Knowledge Processing for Natural Resource Management, Varese, Italy, Jun. 2001.

J.R. Sveinsson, M.O. Ulfarsson and J.A. Benediktsson, “Cluster-Based Feature Extraction and Data Fusion in the Wavelet Domain,” in Proc. IEEE International Geoscience and Remote Sensing (IGARSS 2001), Sydney, Australia, Jul. 2001.