Sergio Bernabe Garcia

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Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
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
Gabriel Martin HernandezUniversity of Cambrigde, Dept. of Engineering Div D.Verified email at lx.it.pt
Roberto SarmientoFull Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Chiman KwanJohns Hopkins University Applied Physics LaboratoryVerified email at signalpro.net
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Carlos González CalvoComplutense University of Madrid, Department of Computer Architecture and AutomationVerified email at fdi.ucm.es
Sergio Sanchez MartinezScientific Computing Support-Outreach Senior Specialist at Khalifa University of S & TVerified email at ku.ac.ae
Sebastian LopezAssociate Professor, University of Las Palmas de Gran CanariaVerified email at iuma.ulpgc.es
Carlos García SánchezAsociate Professor - Universidad Complutense de MadridVerified email at ucm.es
Prashanth Reddy MarpuSpace42Verified email at g42.ai
Francisco D. IgualUniversidad Complutense de MadridVerified email at ucm.es
José M.P. NascimentoISEL Instituto Superior de Engenharia de Lisboa and Instituto de TelecomunicaçõesVerified email at isel.pt
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
Javier Plaza MiguelIEEE Senior Member, Full Professor, University of ExtremaduraVerified email at unex.es
Pablo G. Rodriguez (ORCID: 0000-00...Universidad de 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 exacta.inf.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	120	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	99	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	85	2014
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	55	2020
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	54	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	49	2016
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	43	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	42	2011
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	35	2019
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
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	31	2013
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	30	2020
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
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	25	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
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
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	19	2013
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	18	2019
Portability and acceleration of deep learning inferences to detect rapid earthquake damage from vhr remote sensing images using intel openvino toolkit S Bernabé, C González, A Fernández, U Bhangale IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021	16	2021
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	16	2018

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