Javier Plaza

136 papers A 2B 2C 33Misc 2Journal 85Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
CAEM-DETR: Small Aerial Target Detection via Contrastive Attention-Enhanced Multidomain Fidelity Fusion.
IEEE Trans. Geosci. Remote. Sens.
Zhangheng Han, Yang Xu, Jun Li, Javier Plaza, Antonio Plaza, Zhihui Wei, Zebin Wu
2025 J jnl
Hyperspectral and Multispectral Image Fusion for Remotely Sensed Target Detection: A New Cloud-Edge Collaborative Approach.
IEEE Trans. Geosci. Remote. Sens.
Zebin Wu, Chenxin Liu, Jin Sun, Jun Hu, Zhihui Wei, Javier Plaza, Antonio Plaza
2024 J jnl
A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel.
IEEE Trans. Geosci. Remote. Sens.
Yushan Pan, Yang Xu, Zebin Wu, Zhihui Wei, Javier Plaza, Antonio Plaza
2024 J jnl
Cloud-Edge Selective Background Energy Constrained Filter for Real-Time Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunchang Wang, Jin Sun, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
2024 C conf
Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event.
IGARSS
Zhenjie Liu, Yong Deng, Jun Li, Javier Plaza, Antonio Plaza
2024 J jnl
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza
2023 J jnl
CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images.
Remote. Sens.
Yunchang Wang, Jiang Cai, Junlong Zhou, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
2023 J jnl
Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Lirong Han, Mercedes Eugenia Paoletti, Xuanwen Tao, Zhaoyue Wu, Juan Mario Haut, Javier Plaza, Antonio Plaza
2023 J jnl
Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion.
IEEE Geosci. Remote. Sens. Lett.
Peng Zheng, Jin Sun, Yang Xu, Yi Zhang, Zhihui Wei, Javier Plaza, Antonio Plaza, Zebin Wu
2023 C conf
Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration.
IGARSS
Jun Hu, Shanshan Wu, Zebin Wu, Yi Zhang, Javier Plaza, Antonio Plaza
2022 C conf
A New 3D Convolution Network for Hyperspectral Unmixing.
IGARSS
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Luis Ignacio Jiménez Gil, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio J. Plaza
2022 J jnl
A New Deep Convolutional Network for Effective Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan Mario Haut
2022 C conf
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation.
IGARSS
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2022 J jnl
Endmember Estimation From Hyperspectral Images Using Geometric Distances.
IEEE Geosci. Remote. Sens. Lett.
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Lirong Han, Peng Ren, Javier Plaza, Antonio Plaza
2022 J jnl
Fast Orthogonal Projection for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
2022 J jnl
GPU-Friendly Neural Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Adrián Alcolea, Mercedes Eugenia Paoletti, Javier Plaza, Javier Resano, Antonio Plaza
2022 J jnl
Hyperspectral Anomaly Detection With Relaxed Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyue Wu, Hongjun Su, Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2021 J jnl
Analysis of Remotely Sensed Images Through Social Media.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alejandro Redondo, Juan Mario Haut, Mercedes Eugenia Paoletti, Xuanwen Tao, Javier Plaza, Antonio Plaza
2021 J jnl
Distributed Deep Learning for Remote Sensing Data Interpretation.
Proc. IEEE
Juan Mario Haut, Mercedes Eugenia Paoletti, Sergio Moreno-Álvarez, Javier Plaza, Juan-Antonio Rico-Gallego, Antonio Plaza
2021 J jnl
Endmember Estimation with Maximum Distance Analysis.
Remote. Sens.
Xuanwen Tao, Mercedes Eugenia Paoletti, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio Plaza
2021 J jnl
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
2021 J jnl
Fusion of Multi-Temporal PAZ and Sentinel-1 Data for Crop Classification.
Remote. Sens.
Mario Busquier, Rubén Valcarce-Diñeiro, Juan M. Lopez-Sanchez, Javier Plaza, Nilda Sánchez, Benjamín Arias-Pérez
2021 J jnl
Ghostnet for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Nuno S. Pereira, Javier Plaza, Antonio Plaza
2021 J jnl
Multibranch Selective Kernel Networks for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Tayeb Alipourfard, Mercedes Eugenia Paoletti, Juan Mario Haut, Hossein Arefi, Javier Plaza, Antonio Plaza
2021 C conf
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images.
IGARSS
Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza
2021 C conf
Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event.
IGARSS
Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza
2021 J jnl
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza
2020 J jnl
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Xuanwen Tao, Javier Plaza, Antonio Plaza
2020 J jnl
A Single Model CNN for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2020 J jnl
Neighboring Region Dropout for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Neural Ordinary Differential Equations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 C conf
Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China.
IGARSS
Lin Yan, Yonghong Hu, Xiaoming Li, Jun Li, Yong Zhang, Changyong Dou, Javier Plaza, Antonio Plaza
2020 J jnl
Scalable recurrent neural network for hyperspectral image classification.
J. Supercomput.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Skip-Connected Covariance Network for Remote Sensing Scene Classification.
IEEE Trans. Neural Networks Learn. Syst.
Nanjun He, Leyuan Fang, Shutao Li, Javier Plaza, Antonio Plaza
2020 C conf
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions.
IGARSS
Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza
2020 C conf
Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model.
IGARSS
Zhaozhao Zeng, Shi Qian, Javier Plaza, Antonio Plaza, Jun Li
2020 C conf
Training Capsnets via Active Learning for Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2020 J jnl
Training deep neural networks: a static load balancing approach.
J. Supercomput.
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Javier Plaza
2019 J jnl
An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments.
IEEE Trans. Geosci. Remote. Sens.
Jin Sun, Yi Zhang, Zebin Wu, Yaoqin Zhu, Xianliang Yin, Zhongzheng Ding, Zhihui Wei, Javier Plaza, Antonio Plaza
2019 J jnl
Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla
2019 J jnl
Cloud Deep Networks for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Javier Plaza, Antonio Plaza, Morris Riedel
2019 J jnl
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Filiberto Pla
2019 — conf
Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising.
WHISPERS
Alessandro Maffei, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza
2019 J jnl
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2019 J jnl
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José Antonio Gallardo Jaramago, Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza
2019 J jnl
Hyperspectral Image Classification Using Random Occlusion Data Augmentation.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
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
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
IGARSS
Yuanchao Su, Jun Li, Hairong Qi, Paolo Gamba, 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
Remote Sensing Image Superresolution Using Deep Residual Channel Attention.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
2019 J jnl
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li
2019 C conf
Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2019 J jnl
Visual Attention-Driven Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
2018 J jnl
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Nanjun He, Shutao Li, Antonio J. Plaza, Javier Plaza
2018 J jnl
A real-time unsupervised background extraction-based target detection method for hyperspectral imagery.
J. Real Time Image Process.
Cong Li, Lianru Gao, Yuanfeng Wu, Bing Zhang, Javier Plaza, Antonio Plaza
2018 J jnl
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza
2018 C conf
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2018 J jnl
Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification.
Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza
2018 J jnl
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures.
IEEE Trans. Geosci. Remote. Sens.
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2018 C conf
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images.
IGARSS
Juan Mario Haut, Yi Liu, Mercedes Eugenia Paoletti, Xiong Xu, Javier Plaza, Antonio Plaza
2018 J jnl
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines.
J. Real Time Image Process.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza
2018 J jnl
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza
2018 J jnl
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis.
IEEE Trans. Geosci. Remote. Sens.
Rubén Fernández-Beltran, Antonio Plaza, Javier Plaza, Filiberto Pla
2018 C conf
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products.
IGARSS
Juan Mario Haut, Rubén Fernández-Beltran, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
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
2018 J jnl
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion.
IEEE Geosci. Remote. Sens. Lett.
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rubén Fernández-Beltran, Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Filiberto Pla
2018 J jnl
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2018 J jnl
Special issue on advances in real-time image processing for remote sensing.
J. Real Time Image Process.
Chen Chen, Wei Li, Lianru Gao, Heng-Chao Li, Javier Plaza
2018 J jnl
Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Yuanchao Su, Andrea Marinoni, Jun Li, Javier Plaza, Paolo Gamba
2017 J jnl
Cloud implementation of the K-means algorithm for hyperspectral image analysis.
J. Supercomput.
Juan Mario Haut, Mercedes Paoletti, Javier Plaza, Antonio Plaza
2017 J jnl
Efficient implementation of morphological index for building/shadow extraction from remotely sensed images.
J. Supercomput.
Luis-Ignacio Jimenez, Javier Plaza, Antonio J. Plaza
2017 J jnl
Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Pedram Ghamisi, Javier Plaza, Antonio Plaza
2017 C conf
Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis.
IGARSS
Changyu Zhu, Shaoquan Zhang, Javier Plaza, Jun Li, Antonio Plaza
2017 C conf
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification.
IGARSS
Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza, Qingshan Liu, Renlong Hang
2017 C conf
Onboard payload-data dimensionality reduction.
IGARSS
Miguel Penalver, Fabio Del Frate, Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio J. Plaza
2017 J jnl
Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luis-Ignacio Jimenez, Sergio Sánchez, Gabriel Martín, Javier Plaza, Antonio J. Plaza
2017 J jnl
Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Renlong Hang, Qingshan Liu, Yubao Sun, Xiaotong Yuan, Hucheng Pei, Javier Plaza, Antonio Plaza
2017 J jnl
Social Media: New Perspectives to Improve Remote Sensing for Emergency Response.
Proc. IEEE
Jun Li, Zhi He, Javier Plaza, Shutao Li, Jinfen Chen, Henglin Wu, Yandong Wang, Yu Liu
2017 C conf
Spatial weighted sparse regression for hyperspectral image unmixing.
IGARSS
Shaoquan Zhang, Jun Li, Javier Plaza, Heng-Chao Li, Antonio Plaza
2016 J jnl
Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification.
CoRR
Qingshan Liu, Renlong Hang, Huihui Song, Fuping Zhu, Javier Plaza, Antonio Plaza
2016 — conf
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2016 J jnl
Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza
2016 C conf
Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units.
IGARSS
Luis-Ignacio Jimenez, Gabriel Martín, Sergio Sánchez, Javier Plaza, 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 C conf
On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units.
IGARSS
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio Plaza
2015 C conf
GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data.
IGARSS
Jaime Delgado, Gabriel Martín, Javier Plaza, Luis-Ignacio Jimenez, Antonio J. Plaza
2015 J jnl
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2014 — conf
Integrating multiple nonlinear estimators into hyperspectral unmixing.
WHISPERS
Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba
2013 J jnl
On the minimum volume simplex enclosure problem for estimating a linear mixing model.
J. Glob. Optim.
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Antonio Plaza
2012 J jnl
A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Gabriel Martín, Antonio Plaza
2012 J jnl
On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms.
J. Math. Imaging Vis.
Javier Plaza, Eligius M. T. Hendrix, Inmaculada García, Gabriel Martín, Antonio Plaza
2011 — conf
On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption.
WHISPERS
Gabriel Martín, Javier Plaza, Antonio J. Plaza
2011 J jnl
Parallel Hyperspectral Image and Signal Processing [Applications Corner].
IEEE Signal Process. Mag.
Antonio Plaza, Javier Plaza, Abel Paz, Sergio Sánchez
2010 — conf
Automatic selection of informative samples for SVM-based classification of hyperspectral data using limited training sets.
WHISPERS
Antonio J. Plaza, Javier Plaza
2010 B conf
Impact of Vector Ordering Strategies on Morphological Unmixing of Remotely Sensed Hyperspectral Images.
ICPR
Antonio Plaza, Javier Plaza
2010 J jnl
Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems.
J. Signal Process. Syst.
Antonio Plaza, Javier Plaza, Hugo Vegas
2010 J jnl
Improving the scalability of hyperspectral imaging applications on heterogeneous platforms using adaptive run-time data compression.
Comput. Geosci.
Antonio Plaza, Javier Plaza, Abel Paz
2010 C conf
Minimum volume simplicial enclosure for spectral unmixing of remotely sensed hyperspectral data.
IGARSS
Eligius M. T. Hendrix, Inmaculada García, Javier Plaza, Antonio J. Plaza
2010 — conf
Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs.
Real-Time Image and Video Processing
Sergio Sánchez, Gabriel Martín, Abel Paz, Antonio Plaza, Javier Plaza
2010 J jnl
Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis.
Concurr. Comput. Pract. Exp.
Antonio J. Plaza, Javier Plaza, Abel Paz
2010 J jnl
Spectral Mixture Analysis of Hyperspectral Scenes Using Intelligently Selected Training Samples.
IEEE Geosci. Remote. Sens. Lett.
Javier Plaza, Antonio Plaza
2009 — conf
Endmember Extraction from Hyperspectral Imagery using a Parallel Ensemble Approach with Consensus Analysis.
IGARSS (5)
Fermin Ayuso, Javier Setoain, Manuel Prieto, Christian Tenllado, Francisco Tirado, Javier Plaza, Antonio Plaza
2009 — conf
Improving the Scalability of Parallel Algorithms for Hyperspectral Image Analysis using Adaptive Message Compression.
IGARSS (4)
Antonio Plaza, Javier Plaza, Abel Paz
2009 J jnl
Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines.
Sensors
Javier Plaza, Antonio J. Plaza, Cristina Barra
2009 J jnl
On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images.
Pattern Recognit.
Javier Plaza, Antonio Plaza, Rosa M. Pérez, Pablo Martínez
2009 — conf
Parallel Implementation of Endmember Extraction Algorithms using NVidia Graphical Processing Units.
IGARSS (5)
Antonio Plaza, Javier Plaza, Sergio Sánchez
2009 B conf
Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization.
ICIP
Antonio Plaza, Javier Plaza, Gabriel Martín
2008 J jnl
An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations.
Parallel Comput.
Antonio Plaza, David Valencia, Javier Plaza
2008 — conf
Parallel Morphological Classification of Hyperspectral Imagery Using Extended Opening and Closing by Reconstruction Operations.
IGARSS (1)
Antonio Plaza, Javier Plaza
2008 J jnl
Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI.
Int. J. High Perform. Comput. Appl.
David Valencia, Alexey L. Lastovetsky, Maureen O'Flynn, Antonio Plaza, Javier Plaza
2008 J jnl
Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms.
Clust. Comput.
Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
2007 J jnl
Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data.
J. Supercomput.
Antonio Plaza, Javier Plaza, David Valencia
2007 C conf
Joint linear/nonlinear spectral unmixing of hyperspectral image data.
IGARSS
Javier Plaza, Antonio J. Plaza, Rosa M. Pérez, Pablo Martínez
2007 Misc conf
Parallel CBIR System for Efficient Hyperspectral Image Retrieval from Heterogeneous Networks of Workstations.
SYNASC
Antonio Plaza, Javier Plaza, Abel Paz, Soraya Blazquez
2007 C conf
Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations.
PDP
Antonio Plaza, David Valencia, Soraya Blazquez, Javier Plaza
2007 J jnl
Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures.
Int. J. Comput. Their Appl.
David Valencia, Antonio Plaza, Pablo Martínez, Javier Plaza
2006 Misc conf
AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations.
International Conference on Computational Science (3)
Antonio Plaza, Javier Plaza, David Valencia
2006 J jnl
Commodity cluster-based parallel processing of hyperspectral imagery.
J. Parallel Distributed Comput.
Antonio Plaza, David Valencia, Javier Plaza, Pablo Martínez
2006 A conf
Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations.
ICDCS
Antonio Plaza, Javier Plaza, David Valencia
2006 A conf
High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study.
IPDPS
Antonio Plaza, David Valencia, Javier Plaza
2006 — conf
Parallel Hyperspectral Image Processing on Commodity Graphics Hardware.
ICPP Workshops
Javier Setoain, Christian Tenllado, Manuel Prieto, David Valencia, Antonio Plaza, Javier Plaza
2006 C conf
Parallel Implementation of Hyperspectral Image Processing Algorithms.
IGARSS
Antonio J. Plaza, David Valencia, Javier Plaza, J. Sanchez-Testal, S. Muoz, Soraya Blazquez
2006 C conf
Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters.
CLUSTER
Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
2006 J jnl
Parallel implementation of endmember extraction algorithms from hyperspectral data.
IEEE Geosci. Remote. Sens. Lett.
Antonio Plaza, David Valencia, Javier Plaza, Chein-I Chang
2005 C conf
Automated generation of semi-labeled training samples for nonlinear neural network-based abundance estimation in hyperspectral data.
IGARSS
Javier Plaza, Antonio Plaza, Rosa M. Pérez, Pablo Martínez
2005 J jnl
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Pablo Martínez, Javier Plaza, Rosa M. Pérez
2005 C conf
Efficient information extraction from hyperspectral imagery using networks of workstations.
IGARSS
Antonio Plaza, Javier Plaza, David Valencia, Pablo Martínez
2005 C conf
On the Use of Cluster Computing Architectures for Implementation of Hyperspectral Image Analysis Algorithms.
ISCC
David Valencia, Antonio J. Plaza, Pablo Martínez, Javier Plaza
2005 — conf
Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification.
PARCO
David Valencia, Antonio J. Plaza, Rosa M. Pérez, M. C. Cantero, Pablo Martínez, Javier Plaza
2004 J jnl
A new approach to mixed pixel classification of hyperspectral imagery based on extended morphological profiles.
Pattern Recognit.
Antonio J. Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza
2004 J jnl
A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza
2003 C conf
A new method for target detection in hyperspectral imagery based on extended morphological profiles.
IGARSS
Antonio Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza
2003 C conf
H-COMP: a tool for quantitative and comparative analysis of endmember identification algorithms.
IGARSS
Javier Plaza, Antonio Plaza, Pablo Martínez, Rosa M. Pérez
2002 J jnl
Spatial/spectral endmember extraction by multidimensional morphological operations.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Pablo Martínez, Rosa M. Pérez, Javier Plaza