Sergio Bernabé

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 19

Top Topics

Compressive Sensing

Spectral Imagery

Gpu Implementation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Rubén Macias, Sergio Bernabé, Carlos González
Accelerating the ATDCA Algorithm for Endmember Extraction from Hyperspectral Imagery with Intel oneAPI for FPGAs. FPL (2023)
Rubén Macias, Sergio Bernabé, Daniel Báscones, Carlos González
FPGA Implementation of a Hardware Optimized Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sergio Bernabé, Carlos González, Adrián Fernández, Ujwala Bhangale
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. 14 (2021)
Chiman Kwan, Bulent Ayhan, Bence Budavari, Yan Lu, Daniel Pérez, Jiang Li, Sergio Bernabé, Antonio Plaza
Deep Learning for Land Cover Classification Using Only a Few Bands. Remote. Sens. 12 (12) (2020)
Chiman Kwan, David Gribben, Bulent Ayhan, Jiang Li, Sergio Bernabé, Antonio Plaza
An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification. Remote. Sens. 12 (23) (2020)
Chiman Kwan, David Gribben, Bulent Ayhan, Sergio Bernabé, Antonio Plaza, Massimo Selva
Improving Land Cover Classification Using Extended Multi-Attribute Profiles (EMAP) Enhanced Color, Near Infrared, and LiDAR Data. Remote. Sens. 12 (9) (2020)
Chiman Kwan, Bulent Ayhan, Jude Larkin, Li-Yun Martin Kwan, Sergio Bernabé, Antonio Plaza
Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs). Remote. Sens. 11 (20) (2019)
Sergio Bernabé, Carlos García, Francisco D. Igual, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Juan Mario Haut, Sergio Bernabé, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16 (5) (2019)
Sergio Bernabé, Carlos García, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis. IGARSS (2019)
Minh Dao, Chiman Kwan, Sergio Bernabé, Antonio J. Plaza, Krzysztof Koperski
A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Sergio Bernabé, Luis-Ignacio Jimenez, Carlos García, Javier Plaza, Antonio Plaza
Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain. IEEE Geosci. Remote. Sens. Lett. 15 (5) (2018)
Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Francisco D. Igual, Manuel Prieto-Matías, Antonio Plaza
Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
Sergio Bernabé, Guillermo Botella, Gabriel Martín, Manuel Prieto-Matías, Antonio Plaza
Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Sergio Bernabé, Guillermo Botella, Jose M. R. Navarro, Carlos Orueta, Manuel Prieto-Matías, Antonio J. Plaza
Parallel implementation of the simplex growing algorithm for hyperspectral unmixing using OpenCL. IGARSS (2016)
Sergio Bernabé, Gabriel Martín, Guillermo Botella, Manuel Prieto-Matías, Antonio Plaza
Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm. Real-Time Image and Video Processing (2016)
Carlos González, Sergio Bernabé, Daniel Mozos, Antonio Plaza
FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Carlos García, Sergio Bernabé, Javier Plaza, Antonio Plaza
GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 13 (11) (2016)
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
SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. IGARSS (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Vítor Silva
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. IGARSS (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio J. Plaza, Guillermo Botella, Manuel Prieto-Matías
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. EUROCON (2015)
Sergio Bernabé, Gabriel Martín, José M. P. Nascimento, José M. Bioucas-Dias, Antonio Plaza, Vítor Silva
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. WHISPERS (2015)
Jorge Sevilla, Sergio Bernabé, Antonio J. Plaza
Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs. J. Supercomput. 70 (2) (2014)
Sergio Bernabé, Prashanth Reddy Marpu, Antonio Plaza, Mauro Dalla Mura, Jón Atli Benediktsson
Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Alfredo Remón, Sergio Sánchez, Sergio Bernabé, Enrique S. Quintana-Ortí, Antonio Plaza
Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms. EURASIP J. Adv. Signal Process. 2013 (2013)
Pat Cappelaere, Sergio Sánchez, Sergio Bernabé, Antonio Scuri, Daniel J. Mandl, Antonio Plaza
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. 6 (2-1) (2013)
Sergio Bernabé, Sergio Sánchez, Antonio Plaza, Sebastián López, Jón Atli Benediktsson, Roberto Sarmiento
Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Ángel Ferrán, Sergio Bernabé, Pablo García Rodríguez, Antonio Plaza
A Web-Based System for Classification of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (4) (2013)
Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento
GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Sergio Bernabé, Antonio Plaza, Sebastián López, Roberto Sarmiento
Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors. IGARSS (2012)
Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46 (2012)
Sergio Bernabé, Sebastián López, Antonio Plaza, Roberto Sarmiento, Pablo García Rodríguez
FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis. ICPADS (2011)
Sergio Bernabé, Antonio Plaza
Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis. ICPADS (2011)