Jón Atli Benediktsson

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Citations	33598	19908
h-index	88	70
i10-index	278	211

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Jocelyn ChanussotGrenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
Johannes R. SveinssonUniversity of IcelandVerified email at hi.is
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Mathieu FauvelCESBIO, University of Toulouse, INRA, INPT, INPT-EI PURPANVerified email at inra.fr
Mauro Dalla MuraGIPSA-lab, Grenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Shutao Li (李树涛)College of Electrical and Information Engineering, Hunan University (湖南大学电气与信息工程学院)Verified email at hnu.edu.cn
Pedram GhamisiHelmholtz-Zentrum Dresden-Rossendorf, Division Exploration, Machine Learning Group (head)Verified email at hzdr.de
Yuliya TarabalkaResearch director, Luxcarta TechnologyVerified email at luxcarta.com
Xudong Kang (康旭东)Hunan UniversityVerified email at hnu.edu.cn
Gamba PaoloFull Professor, Università di PaviaVerified email at unipv.it
Björn WaskeVerified email at fu-berlin.de
Stefansson, EinarProfessor, Chairman, dept. ophthalmology Univ. IcelandVerified email at landspitali.is
Prashanth Reddy MarpuKhalifa University of Science and TechnologyVerified email at ku.ac.ae
Magnus UlfarssonProfessor, Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Leyuan FangProfessor in College of Electrical and Information Engineering, Hunan UniversityVerified email at hnu.edu.cn
jun liSun Yat-Sen UniversityVerified email at mail.sysu.edu.cn
Nicola FalcoLawrence Berkeley National LaboratoryVerified email at lbl.gov
Alberto VillaTessellaVerified email at altran.it
Thor EysteinssonProfessor of Physiology, University of IcelandVerified email at hi.is

Jón Atli Benediktsson

Rector/President - Professor of Electrical and Computer Engineering, University of Iceland

Verified email at hi.is - Homepage

Remote Sensing Image Analysis Pattern Recognition Signal Processing


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Random forests for land cover classification PO Gislason, JA Benediktsson, JR Sveinsson Pattern Recognition Letters 27 (4), 294-300, 2006	1526	2006
Recent advances in techniques for hyperspectral image processing A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ... Remote sensing of environment 113, S110-S122, 2009	1513	2009
Neural network approaches versus statistical methods in classification of multisource remote sensing data JA Benediktsson, PH Swain, OK Ersoy	1335	1990
Classification of hyperspectral data from urban areas based on extended morphological profiles JA Benediktsson, JA Palmason, JR Sveinsson IEEE Transactions on Geoscience and Remote Sensing 43 (3), 480-491, 2005	1147	2005
Advances in spectral-spatial classification of hyperspectral images M Fauvel, Y Tarabalka, JA Benediktsson, J Chanussot, JC Tilton Proceedings of the IEEE 101 (3), 652-675, 2012	1062	2012
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles M Fauvel, JA Benediktsson, J Chanussot, JR Sveinsson IEEE Transactions on Geoscience and Remote Sensing 46 (11), 3804-3814, 2008	1043	2008
A new approach for the morphological segmentation of high-resolution satellite imagery M Pesaresi, JA Benediktsson IEEE transactions on Geoscience and Remote Sensing 39 (2), 309-320, 2001	907	2001
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations JA Benediktsson, M Pesaresi, K Amason IEEE Transactions on Geoscience and Remote Sensing 41 (9), 1940-1949, 2003	793	2003
Spectral–spatial classification of hyperspectral imagery based on partitional clustering techniques Y Tarabalka, JA Benediktsson, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 47 (8), 2973-2987, 2009	739	2009
Morphological attribute profiles for the analysis of very high resolution images M Dalla Mura, JA Benediktsson, B Waske, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 48 (10), 3747-3762, 2010	654	2010
SVM-and MRF-based method for accurate classification of hyperspectral images Y Tarabalka, M Fauvel, J Chanussot, JA Benediktsson IEEE Geoscience and Remote Sensing Letters 7 (4), 736-740, 2010	647	2010
Segmentation and classification of hyperspectral images using watershed transformation Y Tarabalka, J Chanussot, JA Benediktsson Pattern Recognition 43 (7), 2367-2379, 2010	575	2010
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods G Camps-Valls, D Tuia, L Bruzzone, JA Benediktsson IEEE signal processing magazine 31 (1), 45-54, 2013	532	2013
Spectral–spatial hyperspectral image classification with edge-preserving filtering X Kang, S Li, JA Benediktsson IEEE transactions on geoscience and remote sensing 52 (5), 2666-2677, 2013	484	2013
Consensus theoretic classification methods JA Benediktsson, PH Swain IEEE transactions on Systems, Man, and Cybernetics 22 (4), 688-704, 1992	469	1992
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	425	2009
Generalized composite kernel framework for hyperspectral image classification J Li, PR Marpu, A Plaza, JM Bioucas-Dias, JA Benediktsson IEEE transactions on geoscience and remote sensing 51 (9), 4816-4829, 2013	418	2013
Fusion of support vector machines for classification of multisensor data B Waske, JA Benediktsson IEEE Transactions on geoscience and remote sensing 45 (12), 3858-3866, 2007	408	2007
Feature selection based on hybridization of genetic algorithm and particle swarm optimization P Ghamisi, JA Benediktsson IEEE Geoscience and remote sensing letters 12 (2), 309-313, 2014	335	2014
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis M Dalla Mura, A Villa, JA Benediktsson, J Chanussot, L Bruzzone IEEE Geoscience and Remote Sensing Letters 8 (3), 542-546, 2010	335	2010

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