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Sergio Bernabe Garcia
Sergio Bernabe Garcia
Interim Associate Professor at Complutense University of Madrid
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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
1122013
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
902013
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
812014
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
372012
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
342016
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
332011
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
302020
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
262018
Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs
J Sevilla, S Bernabe, A Plaza
The Journal of Supercomputing 70 (2), 588-599, 2014
262014
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
262013
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
242013
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
212015
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
202019
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
172020
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
172017
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
162013
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
152020
A new system to perform unsupervised and supervised classification of satellite images from Google Maps
S Bernabé, A Plaza
Proc. SPIE Conference on Satellite Data Compression, Communications, and …, 2010
132010
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
122019
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
122016
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