Mahdi Khodadadzadeh

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	All	Since 2016
Citations	589	529
h-index	11	10
i10-index	11	10

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20132014201520162017201820192020202110 12 35 68 87 96 103 167 8

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Richard GloaguenHelmholtz-Institute Freiberg for Resource Technology, Division "Exploration Technology" (head)Verified email at hzdr.de
jun liSun Yat-Sen UniversityVerified email at mail.sysu.edu.cn
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Hassan GhassemianProfessor of Electrical and Computer Engineering, Tarbiat Modares UniversityVerified email at modares.ac.ir
Isabel Cecilia ContrerasHelmholtz-Institute Freiberg for Resource Technology, HZDR.Verified email at hzdr.de
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
Pedram GhamisiHelmholtz-Zentrum Dresden-Rossendorf, Division Exploration, Machine Learning Group (head)Verified email at hzdr.de
Sandra LorenzResearch Associate, Helmholtz Institute Freiberg for Resource TechnologyVerified email at hzdr.de
Jens GutzmerHelmholtz Institute Freiberg for Resource TechnologyVerified email at hzdr.de
Moritz KirschResearch Associate, Helmholtz-Zentrum Dresden-Rossendorf, Division ExplorationVerified email at hzdr.de
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Louis AndreaniHelmholtz Institute Freiberg for Resource TechnologyVerified email at hzdr.de
Roozbeh RajabiAssistant Professor of Electrical and Computer Engineering, Qom University of Technology (QUT)Verified email at qut.ac.ir
Xia LiProfessor at School of Geographic Sciences, East China Normal UniversityVerified email at geo.ecnu.edu.cn
Saurabh PrasadAssociate Professor, University of HoustonVerified email at central.uh.edu
Ana-Maria IliseiIndependentVerified email at unitn.it
Robert MöckelHelmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource TechnologyVerified email at hzdr.de
Xiuping JiaUniversity of New South WalesVerified email at adfa.edu.au
Gamba PaoloFull Professor, Università di PaviaVerified email at unipv.it
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is

Mahdi Khodadadzadeh

Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource Technology

Verified email at hzdr.de

Hyperspectral Image Analysis Machine Learning Remote Sensing


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Spectral–spatial classification of hyperspectral data using local and global probabilities for mixed pixel characterization M Khodadadzadeh, J Li, A Plaza, H Ghassemian, JM Bioucas-Dias, X Li IEEE Transactions on Geoscience and Remote Sensing 52 (10), 6298-6314, 2014	103	2014
Subspace-based support vector machines for hyperspectral image classification L Gao, J Li, M Khodadadzadeh, A Plaza, B Zhang, Z He, H Yan IEEE Geoscience and Remote Sensing Letters 12 (2), 349-353, 2014	93	2014
Fusion of hyperspectral and LiDAR remote sensing data using multiple feature learning M Khodadadzadeh, J Li, S Prasad, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015	91	2015
A discontinuity preserving relaxation scheme for spectral–spatial hyperspectral image classification J Li, M Khodadadzadeh, A Plaza, X Jia, JM Bioucas-Dias IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015	58	2015
A subspace-based multinomial logistic regression for hyperspectral image classification M Khodadadzadeh, J Li, A Plaza, JM Bioucas-Dias IEEE Geoscience and Remote Sensing Letters 11 (12), 2105-2109, 2014	44	2014
Integration of terrestrial and drone-borne hyperspectral and photogrammetric sensing methods for exploration mapping and mining monitoring M Kirsch, S Lorenz, R Zimmermann, L Tusa, R Möckel, P Hödl, ... Remote Sensing 10 (9), 1366, 2018	30	2018
A machine learning framework for drill-core mineral mapping using hyperspectral and high-resolution mineralogical data fusion ICC Acosta, M Khodadadzadeh, L Tusa, P Ghamisi, R Gloaguen IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019	17	2019
A new framework for hyperspectral image classification using multiple spectral and spatial features M Khodadadzadeh, J Li, A Plaza, P Gamba, JA Benediktsson, ... 2014 IEEE Geoscience and Remote Sensing Symposium, 4628-4631, 2014	13	2014
Mineral Mapping and Vein Detection in Hyperspectral Drill-Core Scans: Application to Porphyry-Type Mineralization L Tusa, L Andreani, M Khodadadzadeh, C Contreras, P Ivascanu, ... Minerals 9 (2), 122, 2019	12	2019
A novel approach for spectral-spatial classification of hyperspectral data based on SVM-MRF method M Khodadadzadeh, R Rajabi, H Ghassemian 2011 IEEE International Geoscience and Remote Sensing Symposium, 1890-1893, 2011	12	2011
Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction S Lorenz, P Seidel, P Ghamisi, R Zimmermann, L Tusa, ... Sensors 19 (12), 2787, 2019	11	2019
Abundance-indicated subspace for hyperspectral classification with limited training samples S Xu, J Li, M Khodadadzadeh, A Marinoni, P Gamba, B Li IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019	9	2019
Spectral-Spatial Classification for Hyperspectral Data Using SVM and Subspace MLR M Khodadadzadeh, J Li, A Plaza, H Ghassemian, JM Bioucas-Dias Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International …, 2013	8	2013
Combination of region-based and pixel-based hyperspectral image classification using erosion technique and MRF model M Khodadadzadeh, R Rajabi, H Ghassemian 2010 18th Iranian Conference on Electrical Engineering, 294-299, 2010	8	2010
Graph regularized nonnegative matrix factorization for hyperspectral data unmixing R Rajabi, M Khodadadzadeh, H Ghassemian 2011 7th Iranian conference on machine vision and image processing, 1-4, 2011	7	2011
An automatic method for subglacial lake detection in ice sheet radar sounder data AM Ilisei, M Khodadadzadeh, A Ferro, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 57 (6), 3252-3270, 2018	6	2018
Contextual classification of hyperspectral remote sensing images using SVM-PLR. M Khodadadzadeh, H Ghassemian Australian Journal of Basic and Applied Sciences 5 (8), 374-382, 2011	6	2011
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain M Khodadadzadeh, A Cuartero, J Li, A Felicísimo, A Plaza 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 61-64, 2015	5	2015
Hyperspectral image classification based on union of subspaces M Khodadadzadeh, J Li, A Plaza, JM Bioucas-Dias 2015 Joint Urban Remote Sensing Event (JURSE), 1-4, 2015	5	2015
Evaluating the performance of hyperspectral short-wave infrared sensors for the pre-sorting of complex ores using machine learning methods L Tuşa, M Kern, M Khodadadzadeh, R Blannin, R Gloaguen, J Gutzmer Minerals Engineering 146, 106150, 2020	4	2020

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