Prashanth Reddy Marpu

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Taha BMJ OuardaInstitut national de la recherche scientifique (INRS-ETE)Verified email at ete.inrs.ca
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
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-INP UGA; Institut Universitaire de FranceVerified email at gipsa-lab.grenoble-inp.fr
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Prajowal ManandharAssociate Principal Researcher, Energy Efficiency, DEWA Research & Development CenterVerified email at dewa.gov.ae
Annalisa MoliniRiver-Coastal Science and Engineering, Tulane UniversityVerified email at tulane.edu
Richard GloaguenHead department Exploration Technology, Helmholtz-Zentrum Dresden-RossendorfVerified email at hzdr.de
Michele LazzariniVerified email at satcen.europa.eu
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Peter Armstrong, PE/PhD/FASHRAEKhalifa University of Science and Technology/Masdar InstituteVerified email at mit.edu
Rasha AlshehhiChief Data Scientist; Research Scientist; EntrepreneurVerified email at ieee.org
Yehia EissaThe German International University in CairoVerified email at giu-uni.de
Lindita BandeAssistant Professor, UAEUVerified email at uaeu.ac.ae
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
jun liChina University of Geosciences (Wuhan)Verified email at mail.sysu.edu.cn
Gamba PaoloFull Professor, Università di PaviaVerified email at unipv.it
Wei Lee WoonSenior Machine Learning Scientist, Expedia GroupVerified email at expedia.com
Afshin AfshariGroup Leader, Urban Physics Modeling, Fraunhofer IBPVerified email at ibp.fraunhofer.de

Prashanth Reddy Marpu

Bayanat AI

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	517	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	392	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	307	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	244	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	225	2015
Semisupervised Self-Learning for Hyperspectral Image Classification I Dópido, J Li, PR Marpu, A Plaza, JM Bioucas Dias, JA Benediktsson IEEE, 2013	224	2013
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	149	2017
Enhanced evaluation of image segmentation results PR Marpu, M Neubert, H Herold, I Niemeyer Journal of Spatial Science 55 (1), 55-68, 2010	147	2010
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	142	2012
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	131	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	125	2012
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	119	2014
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	113	2016
Change detection using object features I Niemeyer, PR Marpu, S Nussbaum Object-Based Image Analysis, 185-201, 2008	92	2008
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	90	2013
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation S Bernabé, PR Marpu, A Plaza IEEE Geoscience and Remote Sensing Letters, 2013	84	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	79	2007
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	73	2012
Urban climate modifications in hot desert cities: The role of land cover, local climate, and seasonality M Lazzarini, A Molini, PR Marpu, TBMJ Ouarda, H Ghedira Geophysical Research Letters 42 (22), 9980-9989, 2015	71	2015
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	67	2011

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