Sergio Bernabe Garcia

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Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Gabriel Martin HernandezUniversity of Cambrigde, Dept. of Engineering Div D.Verified email at lx.it.pt
Guillermo Botella JuanComplutense University of Madrid, Department of Computer Architecture and AutomationVerified email at fdi.ucm.es
Manuel Prieto MatiasUniversidad Complutense de MadridVerified email at ucm.es
Roberto SarmientoFull Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Chiman KwanSignal Processing, Inc.Verified email at signalpro.net
Sebastian LopezAssociate Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Sergio Sanchez MartinezScientific Computing Support-Outreach Senior Specialist at Khalifa University of S & TVerified email at ku.ac.ae
Carlos González CalvoComplutense University of Madrid, Department of Computer Architecture and AutomationVerified email at fdi.ucm.es
José M.P. NascimentoISEL Instituto Superior de Engenharia de Lisboa and Instituto de TelecomunicaçõesVerified email at isel.pt
Prashanth Reddy MarpuBayanat AIVerified email at g42.ai
Carlos García SánchezAsociate Professor - Universidad Complutense de MadridVerified email at ucm.es
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
Pablo G. RodriguezUniversidad de ExtremaduraVerified email at unex.es
Francisco D. IgualUniversidad Complutense de MadridVerified email at ucm.es
Javier Plaza MiguelIEEE Senior Member, Full Professor, University of ExtremaduraVerified email at unex.es
Mauro Dalla MuraGIPSA-lab, Grenoble-INP UGA; Institut Universitaire de FranceVerified email at gipsa-lab.grenoble-inp.fr
Raul Queiroz FeitosaProfessor at Pontifical Catholic University of Rio de Janeiro, Dept Electrical Engineering, BrazilVerified email at ele.puc-rio.br
Patrick Nigri HappPontifical Catholic University of Rio de JaneiroVerified email at ele.puc-rio.br

Sergio Bernabe Garcia

Associate Professor (Profesor Titular) at Complutense University of Madrid

Verified email at ucm.es

Hyperspectral imaging parallel computing remote sensing geoscience GPU


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GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis S Bernabé, S López, A Plaza, R Sarmiento Geoscience and Remote Sensing Letters, IEEE 10 (2), 221-225, 2013	119	2013
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison S Bernabé, S Sánchez, A Plaza, S López, J A Benediktsson, R Sarmiento Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2013	95	2013
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation S Bernabé, P R Marpu, A Plaza, M Dalla Mura, J A Benediktsson Geoscience and Remote Sensing Letters, IEEE 11 (1), 288-292, 2014	84	2014
Deep learning for land cover classification using only a few bands C Kwan, B Ayhan, B Budavari, Y Lu, D Perez, J Li, S Bernabe, A Plaza Remote Sensing 12 (12), 2000, 2020	44	2020
FPGA implementation of an algorithm for automatically detecting targets in remotely sensed hyperspectral images C González, S Bernabé, D Mozos, A Plaza IEEE journal of selected topics in applied earth observations and remote …, 2016	44	2016
An accurate vegetation and non-vegetation differentiation approach based on land cover classification C Kwan, D Gribben, B Ayhan, J Li, S Bernabe, A Plaza Remote Sensing 12 (23), 3880, 2020	38	2020
Low–high-power consumption architectures for deep-learning models applied to hyperspectral image classification JM Haut, S Bernabé, ME Paoletti, R Fernandez-Beltran, A Plaza, J Plaza IEEE Geoscience and Remote Sensing Letters 16 (5), 776-780, 2018	35	2018
FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis S Bernabé, S López, A Plaza, R Sarmiento, P G Rodríguez Parallel and Distributed Systems (ICPADS), 2011 IEEE 17th International …, 2011	35	2011
A new parallel tool for classification of remotely sensed imagery S Bernabé, A Plaza, P R Marpu, J A Benediktsson Computers & Geosciences 46, 208-218, 2012	34	2012
Performance of change detection algorithms using heterogeneous images and extended multi-attribute profiles (EMAPs) C Kwan, B Ayhan, J Larkin, L Kwan, S Bernabé, A Plaza Remote Sensing 11 (20), 2377, 2019	29	2019
Unmixing-Based Retrieval System for Remotely Sensed Hyperspectral Imagery on GPUs J Sevilla, S Bernabe, A Plaza International Conference on Computational and Mathematical Methods in …, 2013	28*	2013
Cloud Implementation of a Full Hyperspectral Unmixing Chain within the NASA Web Coverage Processing Service for EO-1 P Cappelaere, S Sánchez, S Bernabé, A Scuri, D Mandl, A Plaza Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2013	27	2013
A Web-Based System for Classification of Remote Sensing Data Á Ferrán, S Bernabé, PG Rodríguez, A Plaza Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2013	26	2013
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs S Bernabe, G Martin, JMP Nascimento, JM Bioucas-Dias, A Plaza, V Silva IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015	24	2015
Improving land cover classification using extended multi-attribute profiles (EMAP) enhanced color, near infrared, and LiDAR data C Kwan, D Gribben, B Ayhan, S Bernabe, A Plaza, M Selva Remote Sensing 12 (9), 1392, 2020	21	2020
Parallel implementation of a full hyperspectral unmixing chain using OpenCL S Bernabé, G Botella, G Martin, M Prieto-Matias, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017	21	2017
Portability study of an OpenCL algorithm for automatic target detection in hyperspectral images S Bernabé, C García, FD Igual, G Botella, M Prieto-Matias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 57 (11), 9499-9511, 2019	17	2019
Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms A Remón, S Sánchez, S Bernabé, ES Quintana-Ortí, A Plaza EURASIP Journal on Advances in Signal Processing 2013 (68), 1-15, 2013	17	2013
Multicore real-time implementation of a full hyperspectral unmixing chain S Bernabé, LI Jiménez, C García, J Plaza, A Plaza IEEE Geoscience and Remote Sensing Letters 15 (5), 744-748, 2018	14	2018
GPU implementation of spatial–spectral preprocessing for hyperspectral unmixing LI Jiménez, G Martín, S Sánchez, C García, S Bernabé, J Plaza, A Plaza IEEE Geoscience and Remote Sensing Letters 13 (11), 1671-1675, 2016	14	2016

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