J. Plaza

发表

Spatial/Spectral analysis of hyperspectral image data

A. Plaza, P. Martínez, J. Plaza, 2003, IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003.

Advanced Supervised Spectral Classifiers for Hyperspectral Images : A Review

Jun Li, Pedram Ghamisi, Yushi Chen, 2016 .

Advanced Spectral Classifiers for Hyperspectral Images

A. Plaza, Yushi Chen, J. Plaza, 2022 .

Yinyang K-means clustering for hyperspectral image analysis

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018 .

Remote Sensing Image Fusion Using Hierarchical Multi-modal Probabilistic Latent Semantic Analysis

Mercedes Eugenia Paoletti, J. M. Haut, A. Plaza, 2018 .

On the generation of training samples for neural network-based mixed pixel classification

Chein-I. Chang, A. Plaza, J. Plaza, 2005 .

Advances in Hyperspectral Image and Signal Processing

J. Plaza, Wenzhi Liao, Sicong Liu, 2018 .

Parallel implementation of algorithms for standoff detection in hyperspectral imagery

A. Plaza, P. Martínez, J. Plaza, 2003 .

Comparative analysis of training strategies for neural network-based spectral unmixing of laboratory-simulated forest hyperspectral scenes

A. Plaza, J. Plaza, 2010, 2010 IAPR Workshop on Pattern Recognition in Remote Sensing.

STUDIES BASED ON NEURAL COMPUTATION TECHNIQUES

M. C. Cantero, J. Paniagua, P. Martínez, 2005 .

FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2021, IEEE Transactions on Geoscience and Remote Sensing.

GPUs versus FPGAs for Onboard Payload Compression of Remotely Sensed Hyperspectral Data

A. Plaza, J. Plaza, S. Sánchez, 2010 .

Lossy Hyperspectral image compression on NVidia TM Graphics Processing Units

A. Plaza, J. Plaza, S. Sánchez, 2009 .

Cloud i m ple m entation of the Km eans algorith m for hyperspectral i m age analysis

Mercedes Eugenia Paoletti, J. M. Haut, A. Plaza, 2017 .

On the use of parallel computing to process multichannel imagery via extended morphological operations

A. Plaza, P. Martínez, J. Plaza, 2002 .

Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model

A. Plaza, Jun Li, J. Plaza, 2020, IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium.

Scalable recurrent neural network for hyperspectral image classification

Mercedes Eugenia Paoletti, J. M. Haut, A. Plaza, 2020, The Journal of Supercomputing.

On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms

A. Plaza, J. Plaza, I. García, 2012, Journal of Mathematical Imaging and Vision.

Deep learning classifiers for hyperspectral imaging: A review

Mercedes Eugenia Paoletti, A. Plaza, J. M. Haut, 2019 .

Capsule Networks for Hyperspectral Image Classification

Filiberto Pla, Jun Li, Antonio Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Estimating Nonlinearities in p-Linear Hyperspectral Mixtures

Paolo Gamba, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data

Antonio J. Plaza, Inmaculada García, Eligius M. T. Hendrix, 2012, IEEE Transactions on Geoscience and Remote Sensing.

GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification

Jun Li, Zhihui Wei, Antonio Plaza, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Recent Developments in Endmember Extraction and Spectral Unmixing

Antonio Plaza, Sergio Sánchez, Maciel Zortea, 2011 .

On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2009, Pattern Recognit..

Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis

Filiberto Pla, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

Naoto Yokoya, Jun Li, Sicong Liu, 2017, IEEE Geoscience and Remote Sensing Magazine.

Visual Attention-Driven Hyperspectral Image Classification

Mercedes Eugenia Paoletti, Jun Li, Antonio Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Remote Sensing Image Superresolution Using Deep Residual Channel Attention

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2019, IEEE Transactions on Geoscience and Remote Sensing.

A new deep convolutional neural network for fast hyperspectral image classification

Antonio Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification pdf

Antonio J. Plaza, Qingshan Liu, Huihui Song, 2016, ArXiv.

A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2004, IEEE Transactions on Geoscience and Remote Sensing.

A Single Model CNN for Hyperspectral Image Denoising

Javier Plaza, Mercedes Eugenia Paoletti, Antonio Plaza, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Spatial weighted sparse regression for hyperspectral image unmixing

Antonio J. Plaza, Shaoquan Zhang, Heng-Chao Li, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Skip-Connected Covariance Network for Remote Sensing Scene Classification

Antonio Plaza, Nanjun He, Leyuan Fang, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling

Shutao Li, Nanjun He, Leyuan Fang, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Analysis of the behavior of a neural network model in the identification and quantification of hyperspectral signatures applied to the determination of water quality

Antonio Plaza, Javier Plaza, P. L. Aguilar, 2004, SPIE Optics East.

A new approach to mixed pixel classification of hyperspectral imagery based on extended morphological profiles

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2004, Pattern Recognit..

Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems

Antonio J. Plaza, Javier Plaza, Hugo Vegas, 2010, J. Signal Process. Syst..

Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis

Antonio J. Plaza, Javier Plaza, Abel Paz, 2010, Concurr. Comput. Pract. Exp..

Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms

Antonio J. Plaza, Javier Plaza, Rosa M. Pérez, 2008, Cluster Computing.

Parallel CBIR System for Efficient Hyperspectral Image Retrieval from Heterogeneous Networks of Workstations

Antonio J. Plaza, Javier Plaza, Abel Paz, 2007, Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2007).

Analysis of Remotely Sensed Images Through Social Media

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Scalable recurrent neural network for hyperspectral image classification

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2020, The Journal of Supercomputing.

Hyperspectral Image Classification Using Random Occlusion Data Augmentation

Jun Li, Antonio Plaza, Javier Plaza, 2019, IEEE Geoscience and Remote Sensing Letters.

Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach

Jun Li, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Advanced Spectral Classifiers for Hyperspectral Images: A review

Jun Li, Pedram Ghamisi, Yushi Chen, 2017, IEEE Geoscience and Remote Sensing Magazine.

Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations

Antonio J. Plaza, Javier Plaza, Rosa M. Pérez, 2005, IEEE Transactions on Geoscience and Remote Sensing.

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification

Shutao Li, Nanjun He, Leyuan Fang, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Social Media: New Perspectives to Improve Remote Sensing for Emergency Response

Jun Li, Shutao Li, Yu Liu, 2017, Proceedings of the IEEE.

A New Deep Convolutional Network for Effective Hyperspectral Unmixing

Mercedes Eugenia Paoletti, J. M. Haut, J. Plaza, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Ghostnet for Hyperspectral Image Classification

Mercedes Eugenia Paoletti, J. M. Haut, A. Plaza, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Neural Ordinary Differential Equations for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation

Mercedes Eugenia Paoletti, J. M. Haut, J. Plaza, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Anomaly Detection With Relaxed Collaborative Representation

Mercedes Eugenia Paoletti, J. M. Haut, J. Plaza, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis

Pedram Ghamisi, Antonio Plaza, Javier Plaza, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model

Jun Li, Mercedes Eugenia Paoletti, J. M. Haut, 2019, IEEE Geoscience and Remote Sensing Letters.

Parallel Segmentation of Multi-Channel Images Using Multi-Dimensional Mathematical Morphology

Antonio Plaza, Javier Plaza, Pablo Martínez, 2006 .

GPU Implementation of Spatial–Spectral Preprocessing for Hyperspectral Unmixing

Antonio J. Plaza, Sergio Sánchez, Javier Plaza, 2016, IEEE Geoscience and Remote Sensing Letters.

Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI

Antonio J. Plaza, Alexey L. Lastovetsky, Javier Plaza, 2008, Int. J. High Perform. Comput. Appl..

Endmember extraction algorithms from hyperspectral images

Antonio Plaza, Rosa M. Perez, Pablo Martínez, 2006 .

Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs

Antonio J. Plaza, Sergio Sánchez, Javier Plaza, 2010, Photonics Europe.

A New Spatial–Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation

Antonio J. Plaza, Shutao Li, Nanjun He, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Cloud Deep Networks for Hyperspectral Image Analysis

Antonio Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Parallel hyperspectral image processing on commodity graphics hardware

Antonio J. Plaza, Christian Tenllado, Manuel Prieto, 2006, 2006 International Conference on Parallel Processing Workshops (ICPPW'06).

Multicore Real-Time Implementation of a Full Hyperspectral Unmixing Chain

Antonio Plaza, Javier Plaza, Sergio Bernabé, 2018, IEEE Geoscience and Remote Sensing Letters.

Parallel implementation of endmember extraction algorithms from hyperspectral data

Antonio J. Plaza, Chein-I Chang, Javier Plaza, 2006, IEEE Geoscience and Remote Sensing Letters.

Distributed Deep Learning for Remote Sensing Data Interpretation

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2021, Proceedings of the IEEE.

A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution

Filiberto Pla, Antonio Plaza, Javier Plaza, 2018, IEEE Transactions on Geoscience and Remote Sensing.

On the minimum volume simplex enclosure problem for estimating a linear mixing model

A. Plaza, J. Plaza, I. García, 2013, J. Glob. Optim..

Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images

Antonio J. Plaza, Yi Liu, Xiong Xu, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines

Mercedes Eugenia Paoletti, J. M. Haut, A. Plaza, 2018, Journal of Real-Time Image Processing.

Multibranch Selective Kernel Networks for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2021, IEEE Geoscience and Remote Sensing Letters.

Hyperspectral Data Processing Algorithms

Antonio Plaza, Sergio Sánchez, Gabriel Martín, 2018, Fundamentals, Sensor Systems, Spectral Libraries, and Data Mining for Vegetation.

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018, Remote. Sens..

An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing

Yuanchao Su, Jun Li, Paolo Gamba, 2018, IEEE Geoscience and Remote Sensing Letters.

Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units

Antonio J. Plaza, Javier Plaza, Gabriel Martín, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data

Antonio J. Plaza, Javier Plaza, Gabriel Martín, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Parallel implementation of linear and nonlinear spectral unmixing of remotely sensed hyperspectral images

Antonio Plaza, Javier Plaza, A. Plaza, 2011, Remote Sensing.

Improving the scalability of hyperspectral imaging applications on heterogeneous platforms using adaptive run-time data compression

Antonio J. Plaza, Javier Plaza, Abel Paz, 2010, Comput. Geosci..

Impact of Vector Ordering Strategies on Morphological Unmixing of Remotely Sensed Hyperspectral Images

Antonio J. Plaza, Javier Plaza, A. Plaza, 2010, 2010 20th International Conference on Pattern Recognition.

Minimum volume simplicial enclosure for spectral unmixing of remotely sensed hyperspectral data

Antonio J. Plaza, Inmaculada García, Eligius M. T. Hendrix, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Automatic selection of informative samples for SVM-based classification of hyperspectral data using limited training sets

Antonio J. Plaza, Javier Plaza, A. Plaza, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization

Antonio J. Plaza, Javier Plaza, Gabriel Martín, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

A fast sequential endmember extraction algorithm based on unconstrained linear spectral unmixing

Antonio Plaza, Gabriel Martin, Javier Plaza, 2009, Remote Sensing.

Massively parallel processing of remotely sensed hyperspectral images

Antonio Plaza, Javier Plaza, Abel Paz, 2009, Optical Engineering + Applications.

Comparative analysis of different implementations of a parallel algorithm for automatic target detection and classification of hyperspectral images

Antonio Plaza, Javier Plaza, Abel Paz, 2009, Optical Engineering + Applications.

Lossy hyperspectral image compression tuned for spectral mixture analysis applications on NVidia graphics processing units

Sergio Sánchez, Antonio Plaza, Javier Plaza, 2009, Optical Engineering + Applications.

Improving the scalability of parallel algorithms for hyperspectral image analysis using adaptive message compression

Antonio J. Plaza, Javier Plaza, Abel Paz, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines

Antonio J. Plaza, Javier Plaza, Cristina Barra, 2009, Sensors.

Morphological feature extraction and spectral unmixing of hyperspectral images

J. Plaza, A. Plaza, A. Cristo, 2008, 2008 IEEE International Symposium on Signal Processing and Information Technology.

An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations

Antonio J. Plaza, Javier Plaza, David Valencia, 2008, Parallel Comput..

Parallel Implementation of Morphological Neural Networks for Hyperspectral Image Analysis

Javier Plaza, Antonio Plaza, David Valencia, 2007 .

Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data

Antonio J. Plaza, Javier Plaza, David Valencia, 2007, The Journal of Supercomputing.

Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations

Antonio J. Plaza, Javier Plaza, David Valencia, 2007, 15th EUROMICRO International Conference on Parallel, Distributed and Network-Based Processing (PDP'07).

Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2006, 2006 IEEE International Conference on Cluster Computing.

Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations

Antonio J. Plaza, Javier Plaza, David Valencia, 2006, 26th IEEE International Conference on Distributed Computing Systems (ICDCS'06).

AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations

Antonio J. Plaza, Javier Plaza, David Valencia, 2006, International Conference on Computational Science.

High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study

Antonio J. Plaza, Javier Plaza, David Valencia, 2006, Proceedings 20th IEEE International Parallel & Distributed Processing Symposium.

Commodity cluster-based parallel processing of hyperspectral imagery

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2006, J. Parallel Distributed Comput..

Mapping oil spills on sea water using spectral mixture analysis of hyperspectral image data

Antonio Plaza, Pablo Martínez, David Valencia, 2005, SPIE Optics East.

An experimental evaluation of endmember generation algorithms

Antonio Plaza, Javier Plaza, David Valencia, 2005, SPIE Optics East.

A new method for target detection in hyperspectral imagery based on extended morphological profiles

A. Plaza, J. Plaza, P. Martinez, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

Spatial/spectral endmember extraction by multidimensional morphological operations

Antonio J. Plaza, Javier Plaza, Rosa M. Pérez, 2002, IEEE Trans. Geosci. Remote. Sens..

Cloud implementation of logistic regression for hyperspectral image classification

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018 .

Cloud implementation of the K-means algorithm for hyperspectral image analysis

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2016, The Journal of Supercomputing.

Optimization of a Hyperspectral Image Processing Chain Using Heterogeneous and GPU-Based Parallel Computing Architectures

Antonio Plaza, Javier Plaza, Abel Paz, 2009 .

Parallel Classification of Hyperspectral Images Using Neural Networks

Antonio Plaza, Javier Plaza, Rosa M. Perez, 2008 .

Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2007, Int. J. Comput. Their Appl..

Parallel morphological neural networks for hyperspectral image classification on fully heterogeneous and homogeneous networks of workstations

Antonio Plaza, Javier Plaza, Rosa M. Perez, 2007 .

Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2005, PARCO.

PARALLEL IMPLEMENTATION OF ALGORITHMS FOR ENDMEMBER EXTRACTION FROM AVIRIS HYPERSPECTRAL IMAGERY

Antonio Plaza, Javier Plaza, Pablo Martínez, 2004 .

A COMPARATIVE ANALYSIS OF ENDMEMBER EXTRACTION ALGORITHMS USING AVIRIS HYPERSPECTRAL IMAGERY

Antonio Plaza, Javier Plaza, Rosa M. Perez, 2002 .

Parallel Hyperspectral Image and Signal Processing [Applications Corner]

Antonio J. Plaza, Sergio Sánchez, Javier Plaza, 2011, IEEE Signal Processing Magazine.

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2020, Remote. Sens..

Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion

Filiberto Pla, Antonio Plaza, Javier Plaza, 2018, IEEE Geoscience and Remote Sensing Letters.

Fast Orthogonal Projection for Hyperspectral Unmixing

Mercedes Eugenia Paoletti, J. M. Haut, J. Plaza, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Special issue on advances in real-time image processing for remote sensing

J. Plaza, Lianru Gao, Hengchao Li, 2018, Journal of Real-Time Image Processing.

A real-time unsupervised background extraction-based target detection method for hyperspectral imagery

A. Plaza, J. Plaza, Bing Zhang, 2018, Journal of Real-Time Image Processing.

Parallel implementation of endmember extraction algorithms using NVidia graphical processing units

Antonio J. Plaza, Sergio Sánchez, Javier Plaza, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Image Classification Using Parallel Autoencoding Diabolo Networks on Multi-Core and Many-Core Architectures

Antonio Plaza, Francesco Leporati, Alessandro Fontanella, 2018, Electronics.

Endmember Estimation with Maximum Distance Analysis

Antonio J. Plaza, Peng Ren, Javier Plaza, 2021, Remote. Sens..

Spectral Mixture Analysis of Hyperspectral Scenes Using Intelligently Selected Training Samples

Antonio J. Plaza, Javier Plaza, A. Plaza, 2010, IEEE Geoscience and Remote Sensing Letters.

Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition

Antonio J. Plaza, Paolo Gamba, Javier Plaza, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Integrating multiple nonlinear estimators into hyperspectral unmixing

Antonio J. Plaza, Paolo Gamba, Javier Plaza, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Neighboring Region Dropout for Hyperspectral Image Classification

Javier Plaza, Mercedes Eugenia Paoletti, Juan Mario Haut, 2020, IEEE Geoscience and Remote Sensing Letters.

An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments

Jin Sun, Antonio Plaza, Zhihui Wei, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Low–High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification

Antonio Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2019, IEEE Geoscience and Remote Sensing Letters.

Parallel Implementation of Hyperspectral Image Processing Algorithms

Antonio J. Plaza, Javier Plaza, David Valencia, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Commodity cluster and hardware-based massively parallel implementations of hyperspectral imaging algorithms

Chein-I Chang, Antonio Plaza, Javier Plaza, 2006, SPIE Defense + Commercial Sensing.

Fusion of Multi-Temporal PAZ and Sentinel-1 Data for Crop Classification

Juan M. Lopez-Sanchez, Javier Plaza, Benjamín Arias-Pérez, 2021, Remote. Sens..

Efficient information extraction from hyperspectral imagery using networks of workstations

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis

Antonio J. Plaza, Shaoquan Zhang, Javier Plaza, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Training deep neural networks: a static load balancing approach

Javier Plaza, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, 2020, The Journal of Supercomputing.

Endmember Estimation From Hyperspectral Images Using Geometric Distances

Peng Ren, Javier Plaza, Mercedes Eugenia Paoletti, 2022, IEEE Geoscience and Remote Sensing Letters.

Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis

Mercedes Eugenia Paoletti, J. Plaza, J. M. Haut, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing

Yuanchao Su, Paolo Gamba, Jun Li, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Joint linear/nonlinear spectral unmixing of hyperspectral image data

Antonio J. Plaza, Javier Plaza, Rosa M. Pérez, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

Automated generation of semi-labeled training samples for nonlinear neural network-based abundance estimation in hyperspectral data

Antonio J. Plaza, Javier Plaza, Rosa M. Pérez, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Nonlinear mixture models for analyzing laboratory simulated-forest hyperspectral data

Antonio J. Plaza, Rosa M. Perez, Javier Plaza, 2004, SPIE Remote Sensing.

NONLINEAR NEURAL NETWORK MIXTURE MODELS FOR FRACTIONAL ABUNDANCE ESTIMATION IN AVIRIS HYPERSPECTRAL IMAGES

Antonio Plaza, Javier Plaza, Pablo Martínez, 2005 .

Quantifying the Impact of Spatial Resolution on Endmember Extraction from Hyperspectral Imagery

J. Plaza, A. Plaza, A. Plaza, 2003 .

Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products

Antonio J. Plaza, Filiberto Pla, Javier Plaza, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.