Jón Atli Benediktsson

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	All	Since 2015
Citations	32517	21572
h-index	85	74
i10-index	272	216

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Co-authors

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 TarabalkaResearcher, INRIA Sophia-Antipolis MéditerranéeVerified email at inria.fr
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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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	1479	2009
Random forests for land cover classification PO Gislason, JA Benediktsson, JR Sveinsson Pattern Recognition Letters 27 (4), 294-300, 2006	1453	2006
Neural network approaches versus statistical methods in classification of multisource remote sensing data JA Benediktsson, PH Swain, OK Ersoy	1322	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	1118	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	1033	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	1019	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	896	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	782	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	719	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	629	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	629	2010
Segmentation and classification of hyperspectral images using watershed transformation Y Tarabalka, J Chanussot, JA Benediktsson Pattern Recognition 43 (7), 2367-2379, 2010	559	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	516	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	464	2013
Consensus theoretic classification methods JA Benediktsson, PH Swain IEEE transactions on Systems, Man, and Cybernetics 22 (4), 688-704, 1992	464	1992
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	421	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	408	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	400	2007
Extended profiles with morphological attribute filters for the analysis of hyperspectral data M Dalla Mura, J Atli Benediktsson, B Waske, L Bruzzone International Journal of Remote Sensing 31 (22), 5975-5991, 2010	327	2010
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	317	2014

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