Sergio Bernabé

35 papers B 3C 5Journal 24Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
High-level synthesis acceleration for an FPGA implementation of an optimized automatic target detection and classification algorithm for hyperspectral image analysis with Intel oneAPI.
J. Comput. Sci.
Rubén Macias, Sergio Bernabé, Carlos González
2023 B conf
Accelerating the ATDCA Algorithm for Endmember Extraction from Hyperspectral Imagery with Intel oneAPI for FPGAs.
FPL
Rubén Macias, Sergio Bernabé, Carlos González
2022 J jnl
FPGA Implementation of a Hardware Optimized Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett.
Rubén Macias, Sergio Bernabé, Daniel Báscones, Carlos González
2021 J jnl
Portability and Acceleration of Deep Learning Inferences to Detect Rapid Earthquake Damage From VHR Remote Sensing Images Using Intel OpenVINO Toolkit.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Carlos González, Adrián Fernández, Ujwala Bhangale
2020 J jnl
An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification.
Remote. Sens.
Chiman Kwan, David Gribben, Bulent Ayhan, Jiang Li, Sergio Bernabé, Antonio Plaza
2020 J jnl
Deep Learning for Land Cover Classification Using Only a Few Bands.
Remote. Sens.
Chiman Kwan, Bulent Ayhan, Bence Budavari, Yan Lu, Daniel Pérez, Jiang Li, Sergio Bernabé, Antonio Plaza
2020 J jnl
Improving Land Cover Classification Using Extended Multi-Attribute Profiles (EMAP) Enhanced Color, Near Infrared, and LiDAR Data.
Remote. Sens.
Chiman Kwan, David Gribben, Bulent Ayhan, Sergio Bernabé, Antonio Plaza, Massimo Selva
2019 J jnl
A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images.
IEEE Geosci. Remote. Sens. Lett.
Minh Dao, Chiman Kwan, Sergio Bernabé, Antonio J. Plaza, Krzysztof Koperski
2019 J jnl
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
2019 C conf
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis.
IGARSS
Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2019 J jnl
Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs).
Remote. Sens.
Chiman Kwan, Bulent Ayhan, Jude Larkin, Li-Yun Martin Kwan, Sergio Bernabé, Antonio Plaza
2019 J jnl
Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sergio Bernabé, Carlos García, Francisco D. Igual, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
2018 J jnl
Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Luis-Ignacio Jimenez, Carlos García, Javier Plaza, Antonio Plaza
2017 J jnl
Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Guillermo Botella, Gabriel Martín, Manuel Prieto-Matías, Antonio Plaza
2017 J jnl
Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Francisco D. Igual, Manuel Prieto-Matías, Antonio Plaza
2016 J jnl
FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Carlos González, Sergio Bernabé, Daniel Mozos, Antonio Plaza
2016 J jnl
GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Carlos García, Sergio Bernabé, Javier Plaza, Antonio Plaza
2016 J jnl
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2016 — conf
Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm.
Real-Time Image and Video Processing
Sergio Bernabé, Gabriel Martín, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
2016 C conf
Parallel implementation of the simplex growing algorithm for hyperspectral unmixing using OpenCL.
IGARSS
Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Manuel Prieto-Matías, Antonio J. Plaza
2015 — conf
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL.
EUROCON
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías
2015 — conf
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing.
WHISPERS
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
2015 C conf
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing.
IGARSS
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva
2015 C conf
SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images.
IGARSS
Pedro Achanccaray Diaz, Victor Andres Ayma, Luis-Ignacio Jimenez, Sergio Bernabé, Patrick Nigri Happ, Gilson A. O. P. Costa, Raul Queiroz Feitosa, Antonio J. Plaza
2014 J jnl
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson
2014 J jnl
Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs.
J. Supercomput.
Jorge Sevilla, Sergio Bernabé, Antonio J. Plaza
2013 J jnl
A Web-Based System for Classification of Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ángel Ferrán, Sergio Bernabé, Pablo García Rodríguez, Antonio Plaza
2013 J jnl
Cloud Implementation of a Full Hyperspectral Unmixing Chain Within the NASA Web Coverage Processing Service for EO-1.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pat Cappelaere, Sergio Sánchez, Sergio Bernabé, Antonio Scuri, Daniel J. Mandl, Antonio Plaza
2013 J jnl
GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett.
Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento
2013 J jnl
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sergio Bernabé, Sergio Sánchez, Antonio Plaza, Sebastián López, Jón Atli Benediktsson, Roberto Sarmiento
2013 J jnl
Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms.
EURASIP J. Adv. Signal Process.
Alfredo Remón, Sergio Sánchez, Sergio Bernabé, Enrique S. Quintana-Ortí, Antonio Plaza
2012 J jnl
A new parallel tool for classification of remotely sensed imagery.
Comput. Geosci.
Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson
2012 C conf
Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors.
IGARSS
Sergio Bernabé, Antonio Plaza, Sebastián López, Roberto Sarmiento
2011 B conf
Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis.
ICPADS
Sergio Bernabé, Antonio Plaza
2011 B conf
FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis.
ICPADS
Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento, Pablo García Rodríguez