Jon Atli Benediktsson

Prashanth Reddy Marpu, Mattia Pedergnana, Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone: Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. IEEE Geosci. Remote Sensing Lett. 10(2): 293-297 (2013)

Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jon Atli Benediktsson, Lorenzo Bruzzone: Change Detection in VHR Images Based on Morphological Attribute Profiles. IEEE Geosci. Remote Sensing Lett. 10(3): 636-640 (2013)

Jon Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon: Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]. Proceedings of the IEEE 101(3): 566-569 (2013)

Gabriele Moser, Sebastiano B. Serpico, Jon Atli Benediktsson: Land-Cover Mapping by Markov Modeling of Spatial-Contextual Information in Very-High-Resolution Remote Sensing Images. Proceedings of the IEEE 101(3): 631-651 (2013)

Mathieu Fauvel, Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James C. Tilton: Advances in Spectral-Spatial Classification of Hyperspectral Images. Proceedings of the IEEE 101(3): 652-675 (2013)

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson, Alberto Villa: Parsimonious Mahalanobis kernel for the classification of high dimensional data. Pattern Recognition 46(3): 845-854 (2013)

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten, R. Dambreville: Unsupervised methods for the classification of hyperspectral images with low spatial resolution. Pattern Recognition 46(6): 1556-1568 (2013)

Olivier Eches, Jon Atli Benediktsson, Nicolas Dobigeon, Jean-Yves Tourneret: Adaptive Markov Random Fields for Joint Unmixing and Segmentation of Hyperspectral Images. IEEE Transactions on Image Processing 22(1): 5-16 (2013)

Pedram Ghamisi, Micael S. Couceiro, Jon Atli Benediktsson, Nuno M. F. Ferreira: An efficient method for segmentation of images based on fractional calculus and natural selection. Expert Syst. Appl. 39(16): 12407-12417 (2012)

Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone: Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. J. Sel. Topics Signal Processing 6(7): 856-865 (2012)

Giulia Troglio, Jacqueline Le Moigne, Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico: Automatic Extraction of Ellipsoidal Features for Planetary Image Registration. IEEE Geosci. Remote Sensing Lett. 9(1): 95-99 (2012)

Giorgio Licciardi, Prashanth Reddy Marpu, Jocelyn Chanussot, Jon Atli Benediktsson: Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles. IEEE Geosci. Remote Sensing Lett. 9(3): 447-451 (2012)

Jon Atli Benediktsson, Jocelyn Chanussot, Wooil M. Moon: Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]. Proceedings of the IEEE 100(6): 1907-1910 (2012)

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: A spatial-spectral kernel-based approach for the classification of remote-sensing images. Pattern Recognition 45(1): 381-392 (2012)

Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jon Atli Benediktsson: Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach. IEEE Transactions on Image Processing 21(4): 2008-2021 (2012)

Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jon Atli Benediktsson: A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. ICPRAM (1) 2012: 406-411

Mattia Pedergnana, Prashanth Reddy Marpu, Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone: A novel supervised feature selection technique based on genetic algorithms. IGARSS 2012: 60-63

Behnood Rasti, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jon Atli Benediktsson: Hyperspectral image denoising using 3D wavelets. IGARSS 2012: 1349-1352

Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jon Atli Benediktsson: SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter. IGARSS 2012: 2160-2163

Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jon Atli Benediktsson: A new pansharpening method using an explicit image formation model regularized via Total Variation. IGARSS 2012: 2288-2291

Mathieu Fauvel, David Sheeren, Jocelyn Chanussot, Jon Atli Benediktsson: Hedges detection using local directional features and support vector data description. IGARSS 2012: 2320-2323

Jakob Sigurdsson, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jon Atli Benediktsson: A smooth hyperspectral unmixing method using cyclic descent. IGARSS 2012: 3082-3085

Örsan Aytekin, Mauro Dalla Mura, Ilkay Ulusoy, Jon Atli Benediktsson: Classification of hyperspectral images based on weighted DMPS. IGARSS 2012: 4154-4157

Mingmin Chi, Jiangfeng Bao, Xintao Chen, Jon Atli Benediktsson: Input-output-consistent domain adaptation algorithm for remote sensing data classification. IGARSS 2012: 4343-4346

Nicola Falco, Prashanth Reddy Marpu, Jon Atli Benediktsson: Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. IGARSS 2012: 6769-6772

Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson: Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data. CoRR abs/1206.4481 (2012)

Gustavo Camps-Valls, Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot: Introduction to the Issue on Advances in Remote Sensing Image Processing. J. Sel. Topics Signal Processing 5(3): 365-369 (2011)

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten: Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution. J. Sel. Topics Signal Processing 5(3): 521-533 (2011)

Mauro Dalla Mura, Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Lorenzo Bruzzone: Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis. IEEE Geosci. Remote Sensing Lett. 8(3): 542-546 (2011)

Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, Christian Jutten: Hyperspectral Image Classification With Independent Component Discriminant Analysis. IEEE T. Geoscience and Remote Sensing 49(12): 4865-4876 (2011)

Yuliya Tarabalka, James C. Tilton, Jon Atli Benediktsson, Jocelyn Chanussot: Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery. ICASSP 2011: 1089-1092

Kévin Bernard, Yuliya Tarabalka, Jesús Angulo, Jocelyn Chanussot, Jon Atli Benediktsson: A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images. ICIP 2011: 1265-1268

Jon Atli Benediktsson: Greetings from GRSS president. IGARSS 2011

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Christian Jutten: Unsupervised classification and spectral unmixing for sub-pixel labelling. IGARSS 2011: 71-74

Prashanth Reddy Marpu, Paolo Gamba, Jon Atli Benediktsson: Hyperspectral change detection using IR-MAD and feature reduction. IGARSS 2011: 98-101

Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone: A general approach to the spatial simplification of remote sensing images based on morphological connected filters. IGARSS 2011: 1239-1242

Paolo Gamba, Alberto Villa, Antonio Plaza, Jocelyn Chanussot, Jon Atli Benediktsson: Urban area product simulation for the EnMap hyperspectral sensor. IGARSS 2011: 1259-1262

Mingmin Chi, Jun Liu, Jiangfeng Bao, Jon Atli Benediktsson: Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information. IGARSS 2011: 1700-1703

Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson: Mahalanobis kernel based on probabilistic principal component. IGARSS 2011: 3907-3910

Stijn Peeters, Prashanth Reddy Marpu, Jon Atli Benediktsson, Mauro Dalla Mura: Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques. IGARSS 2011: 4453-4456

Jon Atli Benediktsson, Lorenzo Bruzzone, Jocelyn Chanussot, Mauro Dalla Mura, Philippe Salembier, Silvia Valero: Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees. ISMM 2011: 306-319

Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone: Self-dual Attribute Profiles for the Analysis of Remote Sensing Images. ISMM 2011: 320-330

Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson: Segmentation and classification of hyperspectral images using watershed transformation. Pattern Recognition 43(7): 2367-2379 (2010)

Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Björn Waske: Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. Pattern Recognition Letters 31(10): 1120-1127 (2010)

Björn Waske, Sebastian van der Linden, Jon Atli Benediktsson, Andreas Rabe, Patrick Hostert: Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data. IEEE T. Geoscience and Remote Sensing 48(7): 2880-2889 (2010)

Mauro Dalla Mura, Jon Atli Benediktsson, Björn Waske, Lorenzo Bruzzone: Morphological Attribute Profiles for the Analysis of Very High Resolution Images. IEEE T. Geoscience and Remote Sensing 48(10): 3747-3762 (2010)

Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James C. Tilton: Multiple Spectral-Spatial Classification Approach for Hyperspectral Data. IEEE T. Geoscience and Remote Sensing 48(11): 4122-4132 (2010)

Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson: Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(5): 1267-1279 (2010)

Mauro Dalla Mura, Jon Atli Benediktsson, Lorenzo Bruzzone: Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques. IGARSS 2010: 76-79

Frosti Palsson, Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs: Image fusion for classification of high resolution images based on mathematical morphology. IGARSS 2010: 492-495

Giulia Troglio, Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico: Crater detection based on marked point processes. IGARSS 2010: 1378-1381

Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, James C. Tilton: A multiple classifier approach for spectral-spatial classification of hyperspectral data. IGARSS 2010: 1410-1413

Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson, Magnus O. Ulfarsson, Christian Jutten: Super-resolution: an efficient method to improve spatial resolution of hyperspectral images. IGARSS 2010: 2003-2006

Mathieu Fauvel, Alberto Villa, Jocelyn Chanussot, Jon Atli Benediktsson: Mahalanobis kernel for the classification of hyperspectral images. IGARSS 2010: 3724-3727

Giulia Troglio, Marina Alberti, Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, Einar Stefánsson: Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach. MCS 2010: 94-103

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas. EURASIP J. Adv. Sig. Proc. 2009 (2009)

Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot: Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques. IEEE T. Geoscience and Remote Sensing 47(8-2): 2973-2987 (2009)

Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Björn Waske: Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. ICIP 2009: 3725-3728

Yang-Lang Chang, Jyh-Perng Fang, Jon Atli Benediktsson, Lena Chang, Hsuan Ren, Kun-Shan Chen: Band Selection for Hyperspectral Images based on Parallel Particle Swarm Optimization Schemes. IGARSS (5) 2009: 84-87

Mauro Dalla Mura, Jon Atli Benediktsson, Björn Waske, Lorenzo Bruzzone: Morphological Attribute Filters for the Analysis of Very High Resolution Remote Sensing Images. IGARSS (3) 2009: 97-100

Alberto Villa, Jocelyn Chanussot, Christian Jutten, Jon Atli Benediktsson, Saïd Moussaoui: On the Use of ICA for Hyperspectral Image Analysis. IGARSS (4) 2009: 97-100

Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson: Classification based Marker Selection for Watershed Transform of Hyperspectral Images. IGARSS (3) 2009: 105-108

Johannes R. Sveinsson, Björn Waske, Jon Atli Benediktsson: Speckle Reduction of TerraSAR-X Imagery using TV Segmentation. IGARSS (4) 2009: 458-461

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jon Atli Benediktsson: Speckle Reduction of SAR Images using Sure-based Adaptive Sigmoid Thresholding in the Wavelet Domain. IGARSS (4) 2009: 462-465

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile. IGARSS (2) 2009: 843-846

Xin-Lu Wang, Björn Waske, Jon Atli Benediktsson: Ensemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data. IGARSS (4) 2009: 944-947

Björn Waske, Jon Atli Benediktsson, Johannes R. Sveinsson: Fusion of Multisource Data Sets from Agricultural Areas for Improved Land Cover Classification. IGARSS (4) 2009: 952-955

Xavier Ceamanos, Björn Waske, Jon Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson: Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data. MCS 2009: 62-71

Mingmin Chi, Youdong Miao, Youze Tang, Jon Atli Benediktsson, Xuanjing Huang: Hierarchical Ensemble Support Cluster Machine. MCS 2009: 252-261

Björn Waske, Jon Atli Benediktsson, Johannes R. Sveinsson: Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data. MCS 2009: 375-384

Jon Atli Benediktsson, Josef Kittler, Fabio Roli (Eds.): Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings. Lecture Notes in Computer Science 5519, Springer 2009, isbn 978-3-642-02325-5

Saïd Moussaoui, Hafrun Hauksdóttir, Frédéric Schmidt, Christian Jutten, Jocelyn Chanussot, David Brie, Sylvain Douté, Jon Atli Benediktsson: On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation. Neurocomputing 71(10-12): 2194-2208 (2008)

James Smith, Jon Atli Benediktsson: Michael J. Barnsley. IEEE T. Geoscience and Remote Sensing 46(2): 303 (2008)

Henrik Aanæs, Johannes R. Sveinsson, Allan Aasbjerg Nielsen, Thomas Bøvith, Jon Atli Benediktsson: Model-Based Satellite Image Fusion. IEEE T. Geoscience and Remote Sensing 46(5): 1336-1346 (2008)

Mathieu Fauvel, Jon Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson: Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles. IEEE T. Geoscience and Remote Sensing 46(11): 3804-3814 (2008)

Jon Atli Benediktsson: Editorial. IEEE T. Geoscience and Remote Sensing 46(12): 3959 (2008)

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel. ICIP 2008: 1884-1887

Jon 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

Björn Waske, Jon Atli Benediktsson: Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data. IGARSS (2) 2008: 105-108

Mingmin Chi, Qun Qian, Jon Atli Benediktsson: Cluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images. IGARSS (1) 2008: 209-212

Alberto Villa, Mathieu Fauvel, Jocelyn Chanussot, Paolo Gamba, Jon Atli Benediktsson: Gradient Optimization for multiple kernel's parameters in support vector machines classification. IGARSS (4) 2008: 224-227

Yuliya Tarabalka, Jocelyn Chanussot, Jon Atli Benediktsson, Jesús Angulo, Mathieu Fauvel: Segmentation and Classification of Hyperspectral Data using Watershed. IGARSS (3) 2008: 652-655

Johannes R. Sveinsson, Jon Atli Benediktsson: Combined Wavelet and Contourlet Denoising of SAR Images. IGARSS (3) 2008: 1150-1153

Johannes R. Sveinsson, Zohra Semar, Jon Atli Benediktsson: Speckle Reduction of SAR Images in the Bandlet Domain. IGARSS (3) 2008: 1158-1161

Björn Waske, Jon Atli Benediktsson: Fusion of Support Vector Machines for Classification of Multisensor Data. IEEE T. Geoscience and Remote Sensing 45(12-1): 3858-3866 (2007)

Johannes R. Sveinsson, Henrik Aanæs, Jon Atli Benediktsson: Smoothing of fused spectral consistent satellite images with TV-based edge detection. IGARSS 2007: 318-321

Johannes R. Sveinsson, Jon Atli Benediktsson: Combined wavelet and curvelet denoising of SAR images using TV segmentation. IGARSS 2007: 503-506

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: A joint spatial and spectral SVM's classification of panchromatic images. IGARSS 2007: 1497-1500

Antonio J. Plaza, Andreas Mueller, Rudolph Richter, Torbjørn Skauli, Zbynek Malenovsky, José Bioucas, Stefan Hofer, Jocelyn Chanussot, Christian Jutten, Véronique Carrère, Ivar Baarstad, Peter Kaspersen, Jens Nieke, Klaus I. Itten, Timo Hyvarinen, Paolo Gamba, Fabio Dell'Acqua, Jon Atli Benediktsson, Michael E. Schaepman, Jan G. P. W. Clevers, Bogdan Zagajewski: HYPER-I-NET: European research network on hyperspectral imaging. IGARSS 2007: 4790-4793

Paolo Gamba, Antonio J. Plaza, Jon Atli Benediktsson, Jocelyn Chanussot: European perspectives in hyperspectral data analysis. IGARSS 2007: 4794-4797

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson, Johannes R. Sveinsson: Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles. IGARSS 2007: 4834-4837

Björn Waske, Gunter Menz, Jon Atli Benediktsson: Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas. IGARSS 2007: 4842-4845

Henrik Aanæs, Johannes R. Sveinsson, Thomas Bøvith, Jon Atli Benediktsson: On spatial priors for satellite image fusion. IGARSS 2007: 5142-5145

Jon Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel: Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments. MCS 2007: 501-512

Pall Oskar Gislason, Jon Atli Benediktsson, Johannes R. Sveinsson: Random Forests for land cover classification. Pattern Recognition Letters 27(4): 294-300 (2006)

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Decision Fusion for the Classification of Urban Remote Sensing Images. IEEE T. Geoscience and Remote Sensing 44(10-1): 2828-2838 (2006)

Johannes R. Sveinsson, Jon Atli Benediktsson, H. Aanass: Smoothing of Fused Spectral Consistent Satellite Images. IGARSS 2006: 1796-1799

Antonio J. Plaza, Jon Atli Benediktsson, Joseph W. Boardman, J. Brazile, Lorenzo Bruzzone, G. Camps-Vails, Jocelyn Chanussot, Mathieu Fauvel, Paolo Gamba, J. Anthony Gualtieri, James C. Tilton, Giovanna Trianni: Advanced Processing of Hyperspectral Images. IGARSS 2006: 1974-1978

Jon Atli Benediktsson, Jon Aevar Palmason, Johannes R. Sveinsson: Classification of hyperspectral data from urban areas based on extended morphological profiles. IEEE T. Geoscience and Remote Sensing 43(3): 480-491 (2005)

Sveinn R. Joelsson, Jon Atli Benediktsson, Johannes R. Sveinsson: Random forest classifiers for hyperspectral data. IGARSS 2005: 4

Jon Aevar Palmason, Jon Atli Benediktsson, Johannes R. Sveinsson, Jocelyn Chanussot: Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis. IGARSS 2005: 4

Sigurjon O. Sigurjonsson, Jon Atli Benediktsson, Johannes R. Sveinsson, Gianni Lisini, Jocelyn Chanussot: Street tracking based on SAR data from urban areas. IGARSS 2005: 1273-1276

Mathieu Fauvel, Jocelyn Chanussot, Jon Atli Benediktsson: Fusion of methods for the classification of remote sensing images from urban areas. IGARSS 2005: 2819-2822

Ari Vésteinsson, Johannes R. Sveinsson, Jon Atli Benediktsson, Henrik Aanæs: Spectral consistent satellite image fusion: using a high resolution panchromatic and low resolution multi-spectral images. IGARSS 2005: 2834-2837

Birgir Bjorn Saevarsson, Johannes R. Sveinsson, Jon Atli Benediktsson: Translation invariant combined denoising algorithm. ISCAS (5) 2005: 4241-4244

William J. Emery, Jon Atli Benediktsson: Editorial. IEEE T. Geoscience and Remote Sensing 41(4): 894 (2003)

Jon Atli Benediktsson, Johannes R. Sveinsson: Multisource remote sensing data classification based on consensus and pruning. IEEE T. Geoscience and Remote Sensing 41(4): 932-936 (2003)

Paolo Gamba, Jon Atli Benediktsson, Graeme Wilkinson: Foreword to the special issue on urban remote sensing by satellite. IEEE T. Geoscience and Remote Sensing 41(9): 1903-1906 (2003)

Jon Atli Benediktsson, Martino Pesaresi, Kolbeinn Amason: Classification and feature extraction for remote sensing images from urban areas based on morphological transformations. IEEE T. Geoscience and Remote Sensing 41(9): 1940-1949 (2003)

Johannes R. Sveinsson, Jon Atli Benediktsson: Almost translation invariant wavelet transformations for speckle reduction of SAR images. IEEE T. Geoscience and Remote Sensing 41(10): 2404-2408 (2003)

Michalis Petrakos, Jon Atli Benediktsson, Ioannis Kanellopoulos: Correction to "the effect of classifier agreement on the accuracy of the combined classifier in decision level fusion". IEEE T. Geoscience and Remote Sensing 40(1): 228 (2002)

Gunnar Jakob Briem, Jon Atli Benediktsson, Johannes R. Sveinsson: Multiple classifiers applied to multisource remote sensing data. IEEE T. Geoscience and Remote Sensing 40(10): 2291-2299 (2002)

Martino Pesaresi, Jon Atli Benediktsson: A new approach for the morphological segmentation of high-resolution satellite imagery. IEEE T. Geoscience and Remote Sensing 39(2): 309-320 (2001)

Michalis Petrakos, Jon Atli Benediktsson, Ioannis Kanellopoulos: The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion. IEEE T. Geoscience and Remote Sensing 39(11): 2539-2546 (2001)

Gunnar Jakob Briem, Jon Atli Benediktsson, Johannes R. Sveinsson: Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data. Multiple Classifier Systems 2001: 279-288

Jon Atli Benediktsson, Johannes R. Sveinsson: Consensus Based Classification of Multisource Remote Sensing Data. Multiple Classifier Systems 2000: 280-289

Jon Atli Benediktsson, Ioannis Kanellopoulos: Classification of multisource and hyperspectral data based on decision fusion. IEEE T. Geoscience and Remote Sensing 37(3): 1367-1377 (1999)

Jon Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain: Parallel consensual neural networks. IEEE Trans. Neural Netw. Learning Syst. 8(1): 54-64 (1997)

Jon Atli Benediktsson, Philip H. Swain: Consensus theoretic classification methods. IEEE Transactions on Systems, Man, and Cybernetics 22(4): 688-704 (1992)