P. Ghamisi, 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. To appear on IEEE Trans. Geoscience and Remote Sensing.

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

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

B. Song, 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. To appear on IEEE Trans. Geoscience and Remote Sensing.

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

B. Rasti, 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.

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

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

P. Ghamisi, 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.

G. Camps-Valls, 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.

P. Ghamisi, 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.

S. Bernabe, 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.


Fauvel, M.,  Y. Tarabalka, J.A. Benediktsson, J. Chanussot and J.C. Tilton (2013). Advances in Spectral-Spatial Classifciation 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.

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.


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.

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.

Tarabalka, Y. J. Tilton, J. Chanussot, and J.A. Benediktsson (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.


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.

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

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


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.

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


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.

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.