Prashanth Reddy Marpu

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Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Taha BMJ OuardaInstitut national de la recherche scientifique (INRS-ETE)Verified email at ete.inrs.ca
Hosni GhediraDirector of Research Engagements at MBZUAIVerified email at mbzuai.ac.ae
Irmgard NiemeyerForschungszentrum Jülich GmbHVerified email at fz-juelich.de
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
Richard GloaguenHelmholtz-Institute Freiberg for Resource Technology, Division "Exploration Technology" (head)Verified email at hzdr.de
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Annalisa MoliniMasdar Institute, Khalifa University of Science and TechnologyVerified email at ku.ac.ae
Michele LazzariniVerified email at satcen.europa.eu
Prajowal ManandharNational Space Science & Technology Center, UAE University.Verified email at uaeu.ac.ae
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
jun liSun Yat-Sen UniversityVerified email at mail.sysu.edu.cn
peter armstrongKhalifa University of Science and Technology/Masdar InstituteVerified email at mit.edu
Yehia EissaGerman International UniversityVerified email at giu-uni.de
Gamba PaoloFull Professor, Università di PaviaVerified email at unipv.it
Christian CharronInstitut national de la recherche scientifiqueVerified email at ete.inrs.ca
Wei Lee WoonSenior Machine Learning Scientist, Expedia GroupVerified email at expedia.com
giorgio licciardiGipsa Lab GrenobleVerified email at gipsa-lab.grenoble-inp.fr
Zeyar AungAssociate Professor, Khalifa UniversityVerified email at ku.ac.ae

Prashanth Reddy Marpu

Group 42

Verified email at g42.ai

Remote Sensing Image Processing Machine Learning Small Satellites


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Generalized Composite Kernel Framework for Hyperspectral Image Classification J Li, PR Marpu, A Plaza, JM Bioucas-Dias, JA Benediktsson Geoscience and Remote Sensing, IEEE Transactions on, 1-14, 2013	430	2013
Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks R Alshehhi, PR Marpu, WL Woon, M Dalla Mura ISPRS Journal of Photogrammetry and Remote Sensing 130, 139-149, 2017	179	2017
Linear versus nonlinear PCA for the classification of hyperspectral data based on the extended morphological profiles G Licciardi, PR Marpu, J Chanussot, JA Benediktsson IEEE Geoscience and Remote Sensing Letters 9 (3), 447-451, 2011	167	2011
Temperature-land cover interactions: The inversion of urban heat island phenomenon in desert city areas M Lazzarini, PR Marpu, H Ghedira Remote Sensing of Environment 130, 136-152, 2013	165	2013
Semisupervised Self-Learning for Hyperspectral Image Classification I Dópido, J Li, PR Marpu, A Plaza, JM Bioucas Dias, JA Benediktsson IEEE, 2013	163	2013
Probability distributions of wind speed in the UAE T Ouarda, C Charron, JY Shin, PR Marpu, AH Al-Mandoos, MH Al-Tamimi, ... Energy Conversion and Management 93, 414-434, 2015	148	2015
Enhanced evaluation of image segmentation results PR Marpu, M Neubert, H Herold, I Niemeyer Journal of Spatial Science 55 (1), 55-68, 2010	127	2010
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms M Pedergnana, PR Marpu, M Dalla Mura, JA Benediktsson, L Bruzzone Geoscience and Remote Sensing, IEEE Transactions on, 1-15, 2013	113	2013
Automatic generation of standard deviation attribute profiles for spectral–spatial classification of remote sensing data PR Marpu, M Pedergnana, M Dalla Mura, JA Benediktsson, L Bruzzone IEEE Geoscience and Remote Sensing Letters 10 (2), 293-297, 2012	102	2012
Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles M Pedergnana, PR Marpu, M Dalla Mura, JA Benediktsson, L Bruzzone IEEE Journal of Selected Topics in Signal Processing, 1-1, 2012	101	2012
Change detection using object features I Niemeyer, PR Marpu, S Nussbaum Object-Based Image Analysis, 185-201, 2008	82	2008
Evolution of the rainfall regime in the United Arab Emirates T Ouarda, C Charron, KN Kumar, PR Marpu, H Ghedira, A Molini, I Khayal Journal of Hydrology 514, 258-270, 2014	80	2014
Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images R Alshehhi, PR Marpu ISPRS Journal of Photogrammetry and Remote Sensing 126, 245-260, 2017	77	2017
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation S Bernabé, PR Marpu, A Plaza IEEE Geoscience and Remote Sensing Letters, 2013	77	2013
Artificial neural network based model for retrieval of the direct normal, diffuse horizontal and global horizontal irradiances using SEVIRI images Y Eissa, PR Marpu, I Gherboudj, H Ghedira, TBMJ Ouarda, M Chiesa Solar Energy 89, 1-16, 2013	73	2013
Automatic extraction of faults and fractal analysis from remote sensing data R Gloaguen, PR Marpu, I Niemeyer Nonlinear Processes in Geophysics 14 (2), 131-138, 2007	69	2007
Experimental investigation and artificial neural networks ANNs modeling of electrically-enhanced membrane bioreactor for wastewater treatment A Giwa, S Daer, I Ahmed, PR Marpu, SW Hasan Journal of Water Process Engineering 11, 88-97, 2016	65	2016
Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques PR Marpu, M Pedergnana, MD Mura, S Peeters, JA Benediktsson, ... International Journal of Image and Data Fusion 3 (3), 269-298, 2012	60	2012
Capital cost estimation of RO plants: GCC countries versus southern Europe S Loutatidou, B Chalermthai, PR Marpu, HA Arafat Desalination 347, 103-111, 2014	52	2014
Improving change detection results of IR-MAD by eliminating strong changes PR Marpu, P Gamba, MJ Canty IEEE Geoscience and Remote Sensing Letters 8 (4), 799-803, 2011	51	2011

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