FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis. - Sergio Bernabé; Sebastián López; Antonio Plaza; Roberto Sarmiento; Pablo García Rodríguez (ICPADS, 2011)

Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis. - Sergio Bernabé; Antonio Plaza (ICPADS, 2011)

Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors. - Sergio Bernabé; Antonio Plaza; Sebastián López; Roberto Sarmiento (IGARSS, 2012)

A new parallel tool for classification of remotely sensed imagery. - Sergio Bernabé; Antonio J. Plaza; Prashanth Reddy Marpu; Jón Atli Benediktsson (Comput. Geosci., 2012)

Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms. - Alfredo Remón; Sergio Sánchez; Sergio Bernabé; Enrique S. Quintana-Ortí; Antonio Plaza (EURASIP J. Adv. Signal Process., 2013)

GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis. - Sergio Bernabé; Sebastián López; Antonio Plaza; Roberto Sarmiento (IEEE Geosci. Remote. Sens. Lett., 2013)

Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison. - Sergio Bernabé; Sergio Sánchez; Antonio Plaza; Sebastián López; Jón Atli Benediktsson; Roberto Sarmiento (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Cloud Implementation of a Full Hyperspectral Unmixing Chain Within the NASA Web Coverage Processing Service for EO-1. - Pat Cappelaere; Sergio Sánchez; Sergio Bernabé; Antonio Scuri; Daniel J. Mandl; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A Web-Based System for Classification of Remote Sensing Data. - Ángel Ferrán; Sergio Bernabé; Pablo García Rodríguez; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation. - Sergio Bernabé; Prashanth Reddy Marpu; Antonio Plaza; Mauro Dalla Mura; Jón Atli Benediktsson (IEEE Geosci. Remote. Sens. Lett., 2014)

Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs. - Jorge Sevilla; Sergio Bernabé; Antonio J. Plaza (J. Supercomput., 2014)

A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio J. Plaza; Guillermo Botella; Manuel Prieto-Matías (EUROCON, 2015)

SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. - 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 (IGARSS, 2015)

GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio J. Plaza; Vítor Silva 001 (IGARSS, 2015)

GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio Plaza; Vítor Silva 001 (WHISPERS, 2015)

Parallel implementation of the simplex growing algorithm for hyperspectral unmixing using OpenCL. - Sergio Bernabé; Guillermo Botella; Jose M. R. Navarro; Carlos Orueta; Manuel Prieto-Matías; Antonio J. Plaza (IGARSS, 2016)

Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm. - Sergio Bernabé; Gabriel Martín; Guillermo Botella; Manuel Prieto-Matías; Antonio Plaza (Real-Time Image and Video Processing, 2016)

GPU Implementation of Spatial-Spectral Preprocessing for Hyperspectral Unmixing. - Luis-Ignacio Jimenez; Gabriel Martín; Sergio Sánchez; Carlos García 001; Sergio Bernabé; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2016)

Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs. - Sergio Bernabé; Gabriel Martín; José M. P. Nascimento; José M. Bioucas-Dias; Antonio Plaza; Vítor Silva 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images. - Carlos González 002; Sergio Bernabé; Daniel Mozos; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Performance-Power Evaluation of an OpenCL Implementation of the Simplex Growing Algorithm for Hyperspectral Unmixing. - Sergio Bernabé; Guillermo Botella; Jose M. R. Navarro; Carlos Orueta; Francisco D. Igual; Manuel Prieto-Matías; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2017)

Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL. - Sergio Bernabé; Guillermo Botella; Gabriel Martín; Manuel Prieto-Matías; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain. - Sergio Bernabé; Luis-Ignacio Jimenez; Carlos García 001; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2018)

Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis. - Sergio Bernabé; Carlos García 001; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IGARSS, 2019)

A Joint Sparsity Approach to Soil Detection Using Expanded Bands of WV-2 Images. - Minh Dao; Chiman Kwan; Sergio Bernabé; Antonio J. Plaza; Krzysztof Koperski (IEEE Geosci. Remote. Sens. Lett., 2019)

Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification. - Juan Mario Haut; Sergio Bernabé; Mercedes Eugenia Paoletti; Rubén Fernández-Beltran; Antonio Plaza; Javier Plaza (IEEE Geosci. Remote. Sens. Lett., 2019)

Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs). - Chiman Kwan; Bulent Ayhan; Jude Larkin; Li-Yun Martin Kwan; Sergio Bernabé; Antonio Plaza (Remote. Sens., 2019)

Portability Study of an OpenCL Algorithm for Automatic Target Detection in Hyperspectral Images. - Sergio Bernabé; Carlos García 001; Francisco D. Igual; Guillermo Botella; Manuel Prieto-Matías; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Deep Learning for Land Cover Classification Using Only a Few Bands. - Chiman Kwan; Bulent Ayhan; Bence Budavari; Yan Lu 007; Daniel Pérez 002; Jiang Li 001; Sergio Bernabé; Antonio Plaza (Remote. Sens., 2020)

Improving Land Cover Classification Using Extended Multi-Attribute Profiles (EMAP) Enhanced Color, Near Infrared, and LiDAR Data. - Chiman Kwan; David Gribben; Bulent Ayhan; Sergio Bernabé; Antonio Plaza; Massimo Selva (Remote. Sens., 2020)

An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification. - Chiman Kwan; David Gribben; Bulent Ayhan; Jiang Li 001; Sergio Bernabé; Antonio Plaza (Remote. Sens., 2020)

Portability and Acceleration of Deep Learning Inferences to Detect Rapid Earthquake Damage From VHR Remote Sensing Images Using Intel OpenVINO Toolkit. - Sergio Bernabé; Carlos González 002; Adrián Fernández; Ujwala Bhangale (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

FPGA Implementation of a Hardware Optimized Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis. - Rubén Macias; Sergio Bernabé; Daniel Báscones; Carlos González 002 (IEEE Geosci. Remote. Sens. Lett., 2022)

Accelerating the ATDCA Algorithm for Endmember Extraction from Hyperspectral Imagery with Intel oneAPI for FPGAs. - Rubén Macias; Sergio Bernabé; Carlos González 002 (FPL, 2023)