Jón Atli Benediktsson

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Jocelyn ChanussotINRIA, on leave from Grenoble INPVerified email at grenoble-inp.fr
Johannes R. SveinssonUniversity of IcelandVerified email at hi.is
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorVerified email at hzdr.de
Mathieu FauvelCESBIO, University of Toulouse, INRA, INPT, INPT-EI PURPANVerified email at inrae.fr
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
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Mauro Dalla MuraGIPSA-lab, Grenoble-INP UGA; Institut Universitaire de FranceVerified email at gipsa-lab.grenoble-inp.fr
ZHIYONG LVDepartment of Computer Science and Information Engineering, Xi'An University of TechnologyVerified email at xaut.edu.cn
Xudong Kang (康旭东)Hunan UniversityVerified email at hnu.edu.cn
Yuliya TarabalkaVice President - Geospatial Solutions, Space42Verified email at space42.ai
Björn WaskeUniversity OsnabrückVerified email at uos.de
Gamba PaoloFull Professor, Università di PaviaVerified email at unipv.it
Leyuan FangProfessor in College of Electrical and Information Engineering, Hunan UniversityVerified email at hnu.edu.cn
Nicola FalcoLawrence Berkeley National LaboratoryVerified email at lbl.gov
Magnus UlfarssonProfessor, Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Prashanth Reddy MarpuSpace42Verified email at g42.ai
jun liChina University of Geosciences (Wuhan)Verified email at mail.sysu.edu.cn
Mingmin ChiFudan UniversityVerified email at fudan.edu.cn
Gabriele CavallaroForschungszentrum Jülich and University of IcelandVerified email at fz-juelich.de

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	2695	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	1917	2009
Deep learning for hyperspectral image classification: An overview S Li, W Song, L Fang, Y Chen, P Ghamisi, JA Benediktsson IEEE transactions on geoscience and remote sensing 57 (9), 6690-6709, 2019	1692	2019
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	1617	2005
Neural network approaches versus statistical methods in classification of multisource remote sensing data JA Benediktsson, PH Swain, OK Ersoy Vancouver, Canada, July 10-14, 1989) IEEE Transactions on Geoscience and …, 1990	1523	1990
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	1470	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	1393	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, 2002	1098	2002
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	942	2003
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	883	2010
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	854	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	833	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	820	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	778	2013
Generative adversarial networks for hyperspectral image classification L Zhu, Y Chen, P Ghamisi, JA Benediktsson IEEE Transactions on Geoscience and Remote Sensing 56 (9), 5046-5063, 2018	730	2018
Segmentation and classification of hyperspectral images using watershed transformation Y Tarabalka, J Chanussot, JA Benediktsson Pattern recognition 43 (7), 2367-2379, 2010	718	2010
Big data for remote sensing: Challenges and opportunities M Chi, A Plaza, JA Benediktsson, Z Sun, J Shen, Y Zhu Proceedings of the IEEE 104 (11), 2207-2219, 2016	640	2016
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	543	2013
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	535	2014
Feature extraction for hyperspectral imagery: The evolution from shallow to deep: Overview and toolbox B Rasti, D Hong, R Hang, P Ghamisi, X Kang, J Chanussot, ... IEEE Geoscience and Remote Sensing Magazine 8 (4), 60-88, 2020	529	2020

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