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ORCIDSergio Bernabé
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2020 – today
- 2023
[c11]Rubén Macias, Sergio Bernabé, Carlos González:
Accelerating the ATDCA Algorithm for Endmember Extraction from Hyperspectral Imagery with Intel oneAPI for FPGAs. FPL 2023: 349-350- 2022
- [j23]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: 1-5 (2022) - 2021
- [j22]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: 6906-6915 (2021) - 2020
- [j21]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): 1392 (2020) - [j20]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): 2000 (2020) - [j19]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): 3880 (2020)
2010 – 2019
- 2019
- [j18]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): 776-780 (2019) - [j17]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): 1869-1873 (2019) - [j16]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): 2377 (2019) - [j15]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): 9499-9511 (2019) - [c10]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: 9835-9838 - 2018
- [j14]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): 744-748 (2018) - 2017
- [j13]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): 304-308 (2017) - [j12]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): 2452-2461 (2017) - 2016
- [j11]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): 1671-1675 (2016) - [j10]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): 932-944 (2016) - [j9]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): 4334-4343 (2016) - [c9]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: 6153-6156 - [c8]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: 989708 - 2015
- [c7]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: 1-6 - [c6]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: 521-524 - [c5]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: 4332-4335 - [c4]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: 1-4 - 2014
- [j8]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): 288-292 (2014) - [j7]Jorge Sevilla, Sergio Bernabé, Antonio J. Plaza:
Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs. J. Supercomput. 70(2): 588-599 (2014) - 2013
- [j6]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: 68 (2013) - [j5]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): 221-225 (2013) - [j4]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): 408-418 (2013) - [j3]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): 1386-1398 (2013) - [j2]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): 1934-1948 (2013) - 2012
- [j1]Sergio Bernabé, Antonio J. Plaza, Prashanth Reddy Marpu, Jón Atli Benediktsson:
A new parallel tool for classification of remotely sensed imagery. Comput. Geosci. 46: 208-218 (2012) - [c3]Sergio Bernabé, Antonio Plaza, Sebastián López, Roberto Sarmiento:
Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors. IGARSS 2012: 3463-3466 - 2011
- [c2]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: 1010-1015 - [c1]Sergio Bernabé, Antonio Plaza:
Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis. ICPADS 2011: 1038-1043
Coauthor Index
aka: Antonio J. Plaza
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