Antonio J. Plaza

发表

Hyperspectral image classification based on union of subspaces

Antonio J. Plaza, Jun Li, Mahdi Khodadadzadeh, 2015, 2015 Joint Urban Remote Sensing Event (JURSE).

A Discontinuity Preserving Relaxation Scheme for Spectral–Spatial Hyperspectral Image Classification

Antonio J. Plaza, Jun Li, Mahdi Khodadadzadeh, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral unmixingwith sparse group lasso

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts

Antonio J. Plaza, Alberto Villa, José M. Bioucas-Dias, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification

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

A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm

Antonio J. Plaza, Maciel Zortea, 2009, IEEE Geoscience and Remote Sensing Letters.

A comparative assessment of several processing chains for hyperspectral image classification: What features to use?

Antonio J. Plaza, Paolo Gamba, Alberto Villa, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Parallel implementation of the N-FINDR endmember extraction algorithm on commodity graphics processing units

Antonio J. Plaza, Sergio Sánchez, Gabriel Martín, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Advanced processing of hyperspectral images

Jon Atli Benediktsson, Antonio J. Plaza, Lorenzo Bruzzone, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

Semi-supervised hyperspectral image segmentation

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Parallel Implementation of a Full Hyperspectral Unmixing Chain Using OpenCL

Antonio J. Plaza, Manuel Prieto, Sergio Bernabé, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Use of FPGA or GPU-based architectures for remotely sensed hyperspectral image processing

Antonio J. Plaza, Carlos González, Sergio Sánchez, 2013, Integr..

Improved signal unmixing of vegetation using sparse group selection

Antonio J. Plaza, Laurent Tits, Ben Somers, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

High Performance Computing for Hyperspectral Remote Sensing

Qian Du, Antonio J. Plaza, Roger L. King, 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Probabilistic-Kernel Collaborative Representation for Spatial–Spectral Hyperspectral Image Classification

Antonio J. Plaza, Jun Li, Jianjun Liu, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Commodity Cluster-Based Parallel Implementation of an Automatic Target Generation Process for Hyperspectral Image Analysis

Antonio J. Plaza, Sergio Bernabé, A. Plaza, 2011, 2011 IEEE 17th International Conference on Parallel and Distributed Systems.

Deep Learning for Land Cover Classification Using Only a Few Bands

Antonio J. Plaza, Chiman Kwan, Yan Lu, 2020, Remote. Sens..

Spatial Technology and Social Media in Remote Sensing: A Survey

Jon Atli Benediktsson, Antonio J. Plaza, Bing Zhang, 2017, Proceedings of the IEEE.

Parallel unmixing of remotely sensed hyperspectral images on commodity graphics processing units

Antonio J. Plaza, Sergio Sánchez, Gabriel Martín, 2011, Concurr. Comput. Pract. Exp..

A suite of parallel algorithms for efficient band selection from hyperspectral images

Antonio J. Plaza, Giovanni Danese, Francesco Leporati, 2018, Journal of Real-Time Image Processing.

Semi-supervised discriminative random field for hyperspectral image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Recent developments in sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

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..

Class-oriented spectral partitioning for hyperspectral image classification

Antonio J. Plaza, Yi Liu, Jun Li, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Urban area product simulation for the EnMap hyperspectral sensor

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison

Jon Atli Benediktsson, Antonio J. Plaza, Sebastián López, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parallel sparse unmixing of hyperspectral data

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2013, IEEE Geoscience and Remote Sensing Letters.

Remotely sensed big data: evolution in model development for information extraction [point of view]

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2019, Proc. IEEE.

Learning Discriminative Sparse Representations for Hyperspectral Image Classification

Antonio J. Plaza, Zhaohui Xue, Peijun Du, 2015, IEEE Journal of Selected Topics in Signal Processing.

A new semi-supervised approach for hyperspectral image classification with different active learning strategies

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Assessing the Performance-Energy Balance of Graphics Processors for Spectral Unmixing

Antonio J. Plaza, Enrique S. Quintana-Ortí, Sergio Sánchez, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Real-time lossy compression of hyperspectral images using iterative error analysis on graphics processing units

Antonio J. Plaza, Sergio Sánchez, A. Plaza, 2012, Real-Time Image and Video Processing.

Spectral unmixing-based post-processing for hyperspectral image classification

Antonio J. Plaza, Paolo Gamba, Inmaculada Dopido, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

Jon Atli Benediktsson, Antonio J. Plaza, Morris Riedel, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parallel Implementation of Polarimetric Synthetic Aperture Radar Data Processing for Unsupervised Classification Using the Complex Wishart Classifier

Antonio J. Plaza, Sergio Sánchez, Prashanth Reddy Marpu, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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.

Parallel Implementation of Spatial–Spectral Endmember Extraction on Graphic Processing Units

Antonio J. Plaza, Sergio Sánchez, Javier Plaza, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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).

FPGA Design of an Automatic Target Generation Process for Hyperspectral Image Analysis

Antonio J. Plaza, Sebastián López, Roberto Sarmiento, 2011, 2011 IEEE 17th International Conference on Parallel and Distributed Systems.

Real-Time Identification of Hyperspectral Subspaces

Antonio J. Plaza, Giovanni Danese, Francesco Leporati, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing

Antonio J. Plaza, Xia Li, José M. Bioucas-Dias, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Real-Time Endmember Extraction on Multicore Processors

Antonio J. Plaza, Enrique S. Quintana-Ortí, Abel Paz, 2011, IEEE Geoscience and Remote Sensing Letters.

Towards the Definition of a Flexible Hyperspectral Processing Chain: Preliminary Case Study Using High-Resolution Urban Data

Antonio J. Plaza, Fabio Dell'Acqua, Paolo Gamba, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms

Antonio J. Plaza, Enrique S. Quintana-Ortí, Sergio Bernabé, 2013, EURASIP J. Adv. Signal Process..

Parallel implementation of vertex component analysis for hyperspectral endmember extraction

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs

Antonio J. Plaza, Giovanni Danese, Francesco Leporati, 2013, IEEE Geoscience and Remote Sensing Letters.

On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units

Antonio J. Plaza, Javier Plaza, Gabriel Martín, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Parallel morphological processing of hyperspectral image data on heterogeneous networks of computers

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

GPU implementation of hyperspectral image classification based on weighted Markov random fields

Antonio J. Plaza, Jie Wei, Zhihui Wei, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Spectral–Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization

Antonio J. Plaza, Mahdi Khodadadzadeh, José M. Bioucas-Dias, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Heterogeneous Parallel Computing in Remote Sensing Applications: Current Trends and Future Perspectives

Antonio J. Plaza, A. Plaza, 2006, 2006 IEEE International Conference on Cluster Computing.

Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data

Qian Du, Antonio J. Plaza, Fred A. Kruse, 2011 .

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.

Parallel techniques for information extraction from hyperspectral imagery using heterogeneous networks of workstations

Antonio J. Plaza, A. Plaza, 2008, J. Parallel Distributed Comput..

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.

Automatic tuning of iterative computation on heterogeneous multiprocessors with ADITHE

Antonio J. Plaza, José A. Martínez, Inmaculada García, 2011, The Journal of Supercomputing.

HyperMix: An Open-Source Tool for Fast Spectral Unmixing on Graphics Processing Units

Antonio J. Plaza, Luis-Ignacio Jimenez, A. Plaza, 2015, IEEE Geoscience and Remote Sensing Letters.

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.

On the incorporation of spatial information to endmember extraction: Survey and algorithm comparison

Antonio J. Plaza, Maciel Zortea, Gabriel Martín, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Parallel Implementation of Hyperspectral Image Processing Algorithms

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

Spatial/spectral endmember extraction by multidimensional morphological operations

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

Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF)

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Corrigendum to "Recognizing marbling in dry-cured Iberian ham by multiscale analysis" [Pattern Recognition Letters 23 (2002) 1311-1321]

Antonio J. Plaza, Maria Luisa Durán, Eva Cernadas, 2003, Pattern Recognit. Lett..

A Web-Based System for Classification of Remote Sensing Data

Antonio J. Plaza, Sergio Bernabé, Pablo García Rodríguez, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The Future of Imaging Spectroscopy Prospective Technologies and Applications

Antonio J. Plaza, Raymond F. Kokaly, Eyal Ben-Dor, 2006, 2006 IEEE International Symposium on Geoscience and Remote Sensing.

An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches

Antonio J. Plaza, José M. Bioucas-Dias, A. Plaza, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Spatial preprocessing for endmember extraction using unsupervised clustering and orthogonal subspace projection concepts

Antonio J. Plaza, Gabriel Martín, A. Plaza, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

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.

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).

Morphological feature extraction for automatic registration of multispectral images

Antonio J. Plaza, Nathan S. Netanyahu, Jacqueline Le Moigne, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images

Antonio J. Plaza, Raul Queiroz Feitosa, Sergio Bernabé, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study

Antonio J. Plaza, Lianru Gao, Bing Zhang, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification

Antonio J. Plaza, Jun Li, Yi Liu, 2016, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

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).

On the detection of linear mixtures in hyperspectral images

Antonio J. Plaza, Paolo Gamba, Andrea Marinoni, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes

Jon Atli Benediktsson, Antonio J. Plaza, Gabriele Cavallaro, 2016, IEEE Transactions on Geoscience and Remote Sensing.

FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis

Antonio J. Plaza, Carlos González, Javier Resano, 2010, EURASIP J. Adv. Signal Process..

Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery

Antonio J. Plaza, Chein-I Chang, Chein-I. Chang, 2008, Int. J. High Perform. Comput. Appl..

Plant production system monitoring via multiple signal classification and sparse regression

Antonio J. Plaza, Ben Somers, Pol Coppin, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Total variation regulatization in sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification pdf

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

Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery

Antonio J. Plaza, Lianru Gao, Jun Li, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI

Antonio J. Plaza, Alexey L. Lastovetsky, Vladimir Rychkov, 2008, PVM/MPI.

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.

Parallel implementation of the simplex growing algorithm for hyperspectral unmixing using OpenCL

Antonio J. Plaza, Manuel Prieto, Sergio Bernabé, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Efficient implementation of morphological opening and closing by reconstruction on multi-core parallel systems

Antonio J. Plaza, David Valencia, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification

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

A comparison study between windowing and binary partition trees for hyperspectral image information mining

Antonio J. Plaza, Jocelyn Chanussot, Guillaume Tochon, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Foreword to the Special Issue on Big Data in Remote Sensing

Jon Atli Benediktsson, Antonio J. Plaza, Mingmin Chi, 2015, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification

Antonio J. Plaza, Peijun Du, Yi Liu, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Comparison Between Fractional Vegetation Cover Retrievals from Vegetation Indices and Spectral Mixture Analysis: Case Study of PROBA/CHRIS Data Over an Agricultural Area

Antonio J. Plaza, José F. Moreno, Luis Guanter, 2009, Sensors.

Parallel Hyperspectral Unmixing on GPUs

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2014, IEEE Geoscience and Remote Sensing Letters.

Spatial-Spectral Preprocessing Prior to Endmember Identification and Unmixing of Remotely Sensed Hyperspectral Data

Antonio J. Plaza, Gabriel Martín, A. Plaza, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification

Xinchang Zhang, Antonio J. Plaza, Jun Li, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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).

A New Preprocessing Technique for Fast Hyperspectral Endmember Extraction

Antonio J. Plaza, Sebastián López, Gustavo Marrero Callicó, 2013, IEEE Geoscience and Remote Sensing Letters.

Cluster versus GPU implementation of an Orthogonal Target Detection Algorithm for Remotely Sensed Hyperspectral Images

Antonio J. Plaza, Abel Paz, A. Plaza, 2010, 2010 IEEE International Conference on Cluster Computing.

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

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

Improving Land Cover Classification Using Extended Multi-Attribute Profiles (EMAP) Enhanced Color, Near Infrared, and LiDAR Data

Antonio J. Plaza, Chiman Kwan, David Gribben, 2020, Remote. Sens..

Efficient Implementation of Hyperspectral Anomaly Detection Techniques on GPUs and Multicore Processors

Antonio J. Plaza, Enrique S. Quintana-Ortí, Ester M. Garzón, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Vertex component analysis GPU-based implementation for hyperspectral unmixing

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Spectral partitioning for hyperspectral remote sensing image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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.

Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing

Qian Du, Antonio J. Plaza, Roger L. King, 2011, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

A fast iterative algorithm for implementation of pixel purity index

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

A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification

Antonio J. Plaza, Paolo Gamba, Alberto Villa, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parallel hyperspectral image compression using iterative error analysis on graphics processing units

Antonio J. Plaza, Sergio Sánchez, A. Plaza, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification

Antonio J. Plaza, Mahdi Khodadadzadeh, José M. Bioucas-Dias, 2014, IEEE Geoscience and Remote Sensing Letters.

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

Antonio J. Plaza, Inmaculada García, Eligius M. T. Hendrix, 2011, Journal of Mathematical Imaging and Vision.

Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Exploring the performance–power–energy balance of low-power multicore and manycore architectures for anomaly detection in remote sensing

Antonio J. Plaza, Enrique S. Quintana-Ortí, Ester M. Garzón, 2014, The Journal of Supercomputing.

HYPER-I-NET: European research network on hyperspectral imaging

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

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.

Scanning the Issue

Antonio J. Plaza, J. A. Benediktsson, J. Li, 2019, Proc. IEEE.

A New Genetic Method for Subpixel Mapping Using Hyperspectral Images

Antonio J. Plaza, Xiaohua Tong, Wen Cao, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

HyperMix: A new tool for quantitative evaluation of end member identification and spectral unmixing techniques

Antonio J. Plaza, Gabriel Martín, Luis-Ignacio Jimenez, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Image Segmentation Using Deep Learning: A Survey pdf

Antonio J. Plaza, Nasser Kehtarnavaz, Shervin Minaee, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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).

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..

FPGA Implementation of Abundance Estimation for Spectral Unmixing of Hyperspectral Data Using the Image Space Reconstruction Algorithm

Antonio J. Plaza, Carlos González, Javier Resano, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

B-HYCA: Blind hyperspectral compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, Gabriel Martín, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

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

A new parallel tool for classification of remotely sensed imagery

Jon Atli Benediktsson, Antonio J. Plaza, Sergio Bernabé, 2012, Comput. Geosci..

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Collaborative sparse unmixing of hyperspectral data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

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..

High performance computing for hyperspectral image analysis: Perspective and state-of-the-art

Qian Du, Antonio J. Plaza, Yang-Lang Chang, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

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

Antonio J. Plaza, Inmaculada García, Eligius M. T. Hendrix, 2013, J. Glob. Optim..

Sparse Unmixing-Based Content Retrieval of Hyperspectral Images on Graphics Processing Units

Antonio J. Plaza, Luis-Ignacio Jimenez, Jorge Sevilla, 2015, IEEE Geoscience and Remote Sensing Letters.

A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data

Antonio J. Plaza, José M. Bioucas-Dias, Yanli Sun, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Semi-supervised active learning for urban hyperspectral image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

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

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

Onboard payload-data dimensionality reduction

Antonio J. Plaza, Fabio Del Frate, Javier Plaza, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Parallel processing of remotely sensed hyperspectral imagery: full‐pixel versus mixed‐pixel classification

Antonio J. Plaza, A. Plaza, 2008, Concurr. Comput. Pract. Exp..

Unmixing with SLIC superpixels for hyperspectral change detection

Antonio J. Plaza, Sarp Ertürk, Alp Ertürk, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Spectral-spatial classification for hyperspectral data using SVM and subspace MLR

Antonio J. Plaza, Mahdi Khodadadzadeh, José M. Bioucas-Dias, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Fast determination of the number of endmembers for real-time hyperspectral unmixing on GPUs

Antonio J. Plaza, Sergio Sánchez, 2012, Journal of Real-Time Image Processing.

A Hybrid CPU–GPU Real-Time Hyperspectral Unmixing Chain

Antonio J. Plaza, Giovanni Danese, Francesco Leporati, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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.

Real-time spectral unmixing using iterative error analysis on commodity graphics processing units

Antonio J. Plaza, Sergio Sánchez, Abel Paz, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Automatic Framework for Spectral–Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles

Jon Atli Benediktsson, Antonio J. Plaza, Pedram Ghamisi, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2011, WHISPERS.

Analysis of different strategies for incorporating spatial information in the design of endmember extraction algorithms from hyperspectral data

Antonio J. Plaza, Maciel Zortea, Gabriel Martín, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images

Antonio J. Plaza, Paolo Gamba, Jun Li, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery

Antonio J. Plaza, Liangpei Zhang, Xiaohua Tong, 2016, Remote. Sens..

Parallel implementation of a hyperspectral unmixing chain: Graphic processing units versus multi-core processors

Antonio J. Plaza, Sebastián López, Roberto Sarmiento, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

GPU Implementation of Composite Kernels for Hyperspectral Image Classification

Antonio J. Plaza, Zhihui Wei, Jun Li, 2015, IEEE Geoscience and Remote Sensing Letters.

Spatial technology and social media in remote sensing: challenges and opportunities [point of view]

Jon Atli Benediktsson, Antonio J. Plaza, Bing Zhang, 2017, Proc. IEEE.

On the use of collaborative sparse regression in hyperspectral unmixing chains

Antonio J. Plaza, Ben Somers, Marian-Daniel Iordache, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Antonio J. Plaza, Javier Plaza, Mercedes Eugenia Paoletti, 2018, Journal of Real-Time Image Processing.

Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures

Antonio J. Plaza, Jun Li, Fu Xiao, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing

Antonio J. Plaza, Paul D. Gader, Nicolas Gillis, 2014, IEEE Signal Processing Magazine.

Generalized Composite Kernel Framework for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2013, IEEE Transactions on Geoscience and Remote Sensing.

A new subspace discriminant analysis approach for supervised hyperspectral image classification

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

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.

Parallel Implementation of Target and Anomaly Detection Algorithms for Hyperspectral Imagery

Antonio J. Plaza, Abel Paz, Soraya Blazquez, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast

Antonio J. Plaza, Jian Kang, Puhong Duan, 2020, IEEE Transactions on Geoscience and Remote Sensing.

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..

A Gaussian approach to subspace based classification of hyperspectral images

Antonio J. Plaza, Lorenzo Bruzzone, Mahdi Khodadadzadeh, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Binary partition tree-based local spectral unmixing

Antonio J. Plaza, Jocelyn Chanussot, Guillaume Tochon, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

Antonio J. Plaza, Paul D. Gader, Jocelyn Chanussot, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing

Antonio J. Plaza, Paolo Gamba, Andrea Marinoni, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Decision fusion based on extended multi-attribute profiles for hyperspectral image classification

Antonio J. Plaza, Peijun Li, Jun Li, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral change detection by sparse unmixing with dictionary pruning

Antonio J. Plaza, Marian-Daniel Iordache, Alp Ertürk, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images

Antonio J. Plaza, Paolo Gamba, Alberto Villa, 2011, IEEE Geoscience and Remote Sensing Letters.

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.

Fast principal component analysis for hyperspectral imaging based on cloud computing

Antonio J. Plaza, Jie Wei, Zhihui Wei, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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).

Naive Gabor Networks pdf

Antonio J. Plaza, Jun Li, Lin He, 2019, ArXiv.

Nonlinear mixture models for analyzing laboratory simulated-forest hyperspectral data

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

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.

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.

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..

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.

GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images

Jon Atli Benediktsson, Antonio J. Plaza, Eysteinn Már Sigurðsson, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Efficient implementation of morphological index for building/shadow extraction from remotely sensed images

Antonio J. Plaza, Javier Plaza, Luis-Ignacio Jimenez, 2016, The Journal of Supercomputing.

Segmentation as postprocessing for hyperspectral image classification

Antonio J. Plaza, Raul Queiroz Feitosa, Pedro Achanccaray Diaz, 2015, IEEE EUROCON 2015 - International Conference on Computer as a Tool (EUROCON).

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.

FPGA Implementation of an Algorithm for Automatically Detecting Targets in Remotely Sensed Hyperspectral Images

Antonio J. Plaza, Carlos González, Sergio Bernabé, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Recent activities in the Hyperspectral Imaging Network (HYPER-I-NET): A European consortium fostering imaging spectroscopy research

Antonio J. Plaza, Paolo Gamba, Michael E. Schaepman, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Performance of Change Detection Algorithms Using Heterogeneous Images and Extended Multi-attribute Profiles (EMAPs)

Antonio J. Plaza, Chiman Kwan, Bulent Ayhan, 2019, Remote. Sens..

Foreword to the Special Issue on Hyperspectral Image and Signal Processing

Antonio J. Plaza, José M. Bioucas-Dias, William J. Blackwell, 2012, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

On the use of spectral libraries to perform sparse unmixing of hyperspectral data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

On the use of cluster computing architectures for implementation of hyperspectral image analysis algorithms

Antonio J. Plaza, Javier Plaza, Pablo Martínez, 2005, 10th IEEE Symposium on Computers and Communications (ISCC'05).

Spectral-textural endmember extraction

Antonio J. Plaza, Fabio Pacifici, Devis Tuia, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Impact of Initialization on Design of Endmember Extraction Algorithms

Antonio J. Plaza, Chein-I Chang, Chein-I. Chang, 2006, IEEE Transactions on Geoscience and Remote Sensing.

Parallel implementation of a hyperspectral data geometry-based estimation of number of endmembers algorithm

Antonio J. Plaza, Manuel Prieto, Sergio Bernabé, 2016, Photonics Europe.

Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing

Antonio J. Plaza, Gregory Asner, Ben Somers, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2015, IEEE Transactions on Geoscience and Remote Sensing.

European perspectives in hyperspectral data analysis

Jon Atli Benediktsson, Antonio J. Plaza, Jocelyn Chanussot, 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization

Antonio J. Plaza, Lianru Gao, Liang Zhong, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Sparse hyperspectral unmixing with spatial discontinuity preservation

Antonio J. Plaza, Shaoquan Zhang, Jun Li, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Semi-supervised hyperspectral image classification based on a Markov random field and sparse multinomial logistic regression

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Nonnegative matrix factorization with collaborativity for hyperspectral unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Parallel implementation of endmember extraction algorithms from hyperspectral data

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

Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning

Antonio J. Plaza, Jun Li, Mahdi Khodadadzadeh, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A new technique for hyperspectral compressive sensing using spectral unmixing

Antonio J. Plaza, Gabriel Martin, José M. Bioucas Dias, 2012, Optics & Photonics - Optical Engineering + Applications.

Parallel Implementations of SVM for Earth Observation

Antonio J. Plaza, Gustavo Camps-Valls, J. Anthony Gualtieri, 2009, Parallel Programming, Models and Applications in Grid and P2P Systems.

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).

Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery

Antonio J. Plaza, Lianru Gao, Jun Li, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Region-Based Spatial Preprocessing for Endmember Extraction and Spectral Unmixing

Antonio J. Plaza, Gabriel Martín, A. Plaza, 2011, IEEE Geoscience and Remote Sensing Letters.

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.

Semisupervised Self-Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Recent Developments in High Performance Computing for Remote Sensing: A Review

Antonio J. Plaza, Chein-I Chang, Craig A. Lee, 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation

Antonio J. Plaza, Jocelyn Chanussot, Guillaume Tochon, 2013, 2013 IEEE International Conference on Image Processing.

Spatial-spectral preprocessing for volume-based endmember extraction algorithms using unsupervised clustering

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

Parallel Morphological Endmember Extraction Using Commodity Graphics Hardware

Antonio J. Plaza, Francisco Tirado, Christian Tenllado, 2007, IEEE Geoscience and Remote Sensing Letters.

MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression

Antonio J. Plaza, Ben Somers, Marian-Daniel Iordache, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Parallel Morphological Classification of Hyperspectral Imagery Using Extended Opening and Closing by Reconstruction Operations

Antonio J. Plaza, Javier Plaza, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

GPU Implementation of an Automatic Target Detection and Classification Algorithm for Hyperspectral Image Analysis

Antonio J. Plaza, Sebastián López, Roberto Sarmiento, 2013, IEEE Geoscience and Remote Sensing Letters.

A New Cloud Computing Architecture for the Classification of Remote Sensing Data

Antonio J. Plaza, Dário Augusto Borges Oliveira, Raul Queiroz Feitosa, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Validation of spectral unmixing methods using photometry and topography information

Antonio J. Plaza, Jocelyn Chanussot, Sylvain Douté, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Active learning based autoencoder for hyperspectral imagery classification

Antonio J. Plaza, Jun Li, Zeqiang Chen, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery

Antonio J. Plaza, Lianru Gao, Bing Zhang, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data

Antonio J. Plaza, Jun Li, Paolo Gamba, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Big Data for Remote Sensing: Challenges and Opportunities

Jon Atli Benediktsson, Antonio J. Plaza, Yangyong Zhu, 2016, Proceedings of the IEEE.

Commodity cluster-based parallel processing of hyperspectral imagery

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

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.

Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units

Antonio J. Plaza, Sergio Sánchez, Javier Plaza, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

The Promise of Reconfigurable Computing for Hyperspectral Imaging Onboard Systems: A Review and Trends

Antonio J. Plaza, Sebastián López, Carlos González, 2013, Proceedings of the IEEE.

Spatial–Spectral Hyperspectral Image Classification Using Random Multiscale Representation

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spatial-spectral endmember extraction from remotely sensed hyperspectral images using the watershed transformation

Antonio J. Plaza, Maciel Zortea, M. Zortea, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Preface

Antonio J. Plaza, Chein-I Chang, 2008, Int. J. High Perform. Comput. Appl..

A new extended linear mixing model to address spectral variability

Antonio J. Plaza, Jocelyn Chanussot, José M. Bioucas-Dias, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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..

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

Antonio J. Plaza, Lianru Gao, Yuanfeng Wu, 2017, Journal of Real-Time Image Processing.

This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 1 Spectral–Spatial Classification of Hyperspectral Data Usi

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2022 .

FPGA Implementation of the N-FINDR Algorithm for Remotely Sensed Hyperspectral Image Analysis

Antonio J. Plaza, Carlos González, Javier Resano, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Sparse Unmixing-Based Change Detection for Multitemporal Hyperspectral Images

Antonio J. Plaza, Marian-Daniel Iordache, Alp Ertürk, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral image analysis by scale-orientation morphological profiles

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

A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images

Jon Atli Benediktsson, Antonio J. Plaza, José M. Bioucas-Dias, 2016, ICPRAM.

Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral–Spatial Features

Antonio J. Plaza, Peijun Du, Xiao Jin, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study

Antonio J. Plaza, Liangpei Zhang, Xin Huang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Special issue on algorithms and architectures for real-time multi-dimensional image processing

Antonio J. Plaza, Matthias F. Carlsohn, Marco Diani, 2014, Journal of Real-Time Image Processing.

Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

A New Digital Repository for Hyperspectral Imagery With Unmixing-Based Retrieval Functionality Implemented on GPUs

Antonio J. Plaza, Jorge Sevilla, A. Plaza, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parallel Hyperspectral Image and Signal Processing [Applications Corner]

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

Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing

Antonio J. Plaza, Dana Petcu, Jun Li, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images

Antonio J. Plaza, Yuanchao Su, Paolo Gamba, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2010, IEEE Transactions on Geoscience and Remote Sensing.

Deep Auto-Encoder Network for Hyperspectral Image Unmixing

Antonio J. Plaza, Yuanchao Su, Jun Li, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Performance Optimizations for an Automatic Target Generation Process in Hyperspectral Analysis

Antonio J. Plaza, Abel Paz, Fernando Sierra-Pajuelo, 2015, Scalable Comput. Pract. Exp..

Sparse Unmixing With Dictionary Pruning for Hyperspectral Change Detection

Antonio J. Plaza, Marian-Daniel Iordache, Alp Ertürk, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Self-Organizing Map for Hyperspectral Image Analysis

Antonio J. Plaza, Juan Carlos Preciado, Pablo Martínez, 2001, IWANN.

Cloud Implementation of a Full Hyperspectral Unmixing Chain Within the NASA Web Coverage Processing Service for EO-1

Antonio J. Plaza, Sergio Sánchez, Sergio Bernabé, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

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

A Novel Negative Abundance‐Oriented Hyperspectral Unmixing Algorithm

Antonio J. Plaza, Jocelyn Chanussot, Sebastián López, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation

Antonio J. Plaza, Jocelyn Chanussot, Guillaume Tochon, 2014, IEEE Transactions on Image Processing.

Fusion of hyperspectral and LiDAR data using morphological component analysis

Antonio J. Plaza, Jun Li, Xiang Xu, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Analysis and Optimizations of Global and Local Versions of the RX Algorithm for Anomaly Detection in Hyperspectral Data

Antonio J. Plaza, Inmaculada García, Ester M. Garzón, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment

Antonio J. Plaza, Liangpei Zhang, Xiaohua Tong, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Land Surface Emissivity Retrieval From Different VNIR and TIR Sensors

Antonio J. Plaza, José F. Moreno, Luis Guanter, 2008, IEEE Transactions on Geoscience and Remote Sensing.

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.

An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification

Antonio J. Plaza, Chiman Kwan, David Gribben, 2020, Remote. Sens..

Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, Gabriel Martín, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Endmember extraction from hyperspectral imagery using a parallel ensemble approach with consensus analysis

Antonio J. Plaza, Francisco Tirado, Christian Tenllado, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Unmixing prior to supervised classification of urban hyperspectral images

Antonio J. Plaza, Inmaculada Dopido, 2011, 2011 Joint Urban Remote Sensing Event.

Real-time implementation of remotely sensed hyperspectral image unmixing on GPUs

Antonio J. Plaza, Leonel Sousa, Sergio Sánchez, 2012, Journal of Real-Time Image Processing.

Spectral/Spatial Hyperspectral Image Compression

Qian Du, Antonio J. Plaza, Chein-I Chang, 2006, Hyperspectral Data Compression.

Hyperspectral Unmixing on Multicore DSPs: Trading Off Performance for Energy

Antonio J. Plaza, Enrique S. Quintana-Ortí, María Isabel Castillo, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Cluster-Based Implementation of a Morphological Watershed Algorithm for Parallel Classification of Multichannel Images

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

Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Spatial Preprocessing for Endmember Extraction

Antonio J. Plaza, Maciel Zortea, M. Zortea, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Subspace-Based Support Vector Machines for Hyperspectral Image Classification

Antonio J. Plaza, Lianru Gao, Bing Zhang, 2015, IEEE Geoscience and Remote Sensing Letters.

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).

FPGA for Computing the Pixel Purity Index Algorithm on Hyperspectral Images

Antonio J. Plaza, Carlos González, Javier Resano, 2010, ERSA.

Towards Real-Time Compression of Hyperspectral Images Using Virtex-II FPGAs

Antonio J. Plaza, 2007, Euro-Par.

FPGA-Based Hyperspectral Data Compression Using Spectral Unmixing and the Pixel Purity Index Algorithm

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

Multiple Feature Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2015, IEEE Transactions on Geoscience and 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..

Spatial Technology and Social Media [Scanningthe Issue]

Jon Atli Benediktsson, Antonio J. Plaza, Bing Zhang, 2017, Proc. IEEE.

Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data

Antonio J. Plaza, Maciel Zortea, Gabriel Martín, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Characterization of Soil Erosion Indicators Using Hyperspectral Data From a Mediterranean Rainfed Cultivated Region

Antonio J. Plaza, Sabine Chabrillat, Eyal Ben-Dor, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Spectral–Spatial Classification of Multispectral Images Using Kernel Feature Space Representation

Jon Atli Benediktsson, Antonio J. Plaza, Sergio Bernabé, 2014, IEEE Geoscience and Remote Sensing Letters.

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

A Distributed Parallel Algorithm Based on Low-Rank and Sparse Representation for Anomaly Detection in Hyperspectral Images

Antonio J. Plaza, Jin Sun, Yan Zhang, 2018, Sensors.

Clusters versus GPUs for Parallel Target and Anomaly Detection in Hyperspectral Images

Antonio J. Plaza, Abel Paz, A. Plaza, 2010, EURASIP J. Adv. Signal Process..

Segmentation as postprocessing for hyperspectral image classification

Antonio J. Plaza, Raul Queiroz Feitosa, Pedro Achanccaray Diaz, 2015, IGARSS.

Convex formulation for hyperspectral image classification with superpixels

Antonio J. Plaza, Yi Liu, José M. Bioucas-Dias, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging

Antonio J. Plaza, Lianru Gao, Bing Zhang, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

GPU Implementation of Spatial–Spectral Preprocessing for Hyperspectral Unmixing

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

On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing

Antonio J. Plaza, Ian Blanes, Joan Serra-Sagristà, 2011, IEEE Geoscience and Remote Sensing Letters.

On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis

Antonio J. Plaza, Paolo Gamba, Dário Augusto Borges Oliveira, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Covariance Matrix Based Feature Fusion for Scene Classification

Antonio J. Plaza, Shutao Li, Nanjun He, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Supervised hyperspectral image segmentation using active learning

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption

Antonio J. Plaza, Javier Plaza, Gabriel Martín, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing

Antonio J. Plaza, Paolo Gamba, Javier Plaza, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Unmixing sparse hyperspectral mixtures

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery

Antonio J. Plaza, Liangpei Zhang, Pingxiang Li, 2017, IEEE Geoscience and Remote Sensing Letters.

Fast anomaly detection in hyperspectral images with RX method on heterogeneous clusters

Antonio J. Plaza, José A. Martínez, Inmaculada García, 2011, The Journal of Supercomputing.

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.

Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI

Antonio J. Plaza, Alexey L. Lastovetsky, David Valencia, 2006, 2006 Fifth International Symposium on Parallel and Distributed Computing.

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).

A new framework for hyperspectral image classification using multiple spectral and spatial features

Jon Atli Benediktsson, Antonio J. Plaza, Paolo Gamba, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Real-Time Implementation of the Pixel Purity Index Algorithm for Endmember Identification on GPUs

Antonio J. Plaza, Yunsong Li, Chengke Wu, 2014, IEEE Geoscience and Remote Sensing Letters.

Sparse Unmixing of Hyperspectral Data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Fast and Reliable Noise Estimation for Hyperspectral Subspace Identification

Antonio J. Plaza, Enrique S. Quintana-Ortí, Peter Benner, 2015, IEEE Geoscience and Remote Sensing Letters.

Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation

Antonio J. Plaza, Yang Xu, Zhihui Wei, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning

Antonio J. Plaza, Xiuping Jia, Mark Pickering, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis

Antonio J. Plaza, Mark R. Pickering, Xiuping Jia, 2016, IEEE Transactions on Geoscience and Remote Sensing.

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

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

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

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

GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification

Antonio J. Plaza, Xin Huang, Jun Li, 2016, IEEE Transactions on Geoscience and Remote Sensing.

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..

Special issue on architectures and techniques for real-time processing of remotely sensed images

Antonio J. Plaza, A. Plaza, 2009, Journal of Real-Time Image Processing.

Spectral characterisation of land surface composition to determine soil erosion within semiarid rainfed cultivated areas

Antonio J. Plaza, Sabine Chabrillat, Eyal Ben-Dor, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation

Antonio J. Plaza, Jun Li, Peijun Li, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Parallel real-time virtual dimensionality estimation for hyperspectral images

Antonio J. Plaza, Alessandro Fontanella, Emanuele Torti, 2017, Journal of Real-Time Image Processing.

HyperMix: An open source tool for hyperspectral imaging

Antonio J. Plaza, Luis-Ignacio Jimenez, A. Plaza, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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.

Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2022 .

A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL

Antonio J. Plaza, Manuel Prieto, José M. Bioucas-Dias, 2015, IEEE EUROCON 2015 - International Conference on Computer as a Tool (EUROCON).

Informative Change Detection by Unmixing for Hyperspectral Images

Antonio J. Plaza, Alp Ertürk, A. Plaza, 2015, IEEE Geoscience and Remote Sensing Letters.

Editorial

Antonio J. Plaza, 2013, IEEE Trans. Geosci. Remote. Sens..

Dictionary pruning in sparse unmixing of hyperspectral data

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

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.

Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images

Antonio J. Plaza, Qingshan Liu, Xiao-Tong Yuan, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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..

Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation

Antonio J. Plaza, Jun Li, Qunying Huang, 2020, ISPRS Int. J. Geo Inf..

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.

GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing

Antonio J. Plaza, José M. Bioucas-Dias, José M. P. Nascimento, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hyperspectral band selection using a collaborative sparse model

Antonio J. Plaza, José M. Bioucas-Dias, Qian Du, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study pdf

Jon Atli Benediktsson, Antonio J. Plaza, Dan Wu, 2017, ArXiv.

Unmixing-based content retrieval system for remotely sensed hyperspectral imagery on GPUs

Antonio J. Plaza, Sergio Bernabé, Jorge Sevilla, 2014, The Journal of Supercomputing.

Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis

Antonio J. Plaza, Jun Li, Xiong Zhou, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Dynamic Unmixing Framework for Plant Production System Monitoring

Antonio J. Plaza, Laurent Tits, Ben Somers, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral cloud shadow removal based on linear unmixing

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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..

A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps

Antonio J. Plaza, Jun Li, Paolo Gamba, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Hyperspectral and lidar data integration and classification

Antonio J. Plaza, Pablo García Rodríguez, Aurora Cuartero, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Exploiting spatial information in semi-supervised hyperspectral image segmentation

Antonio J. Plaza, José M. Bioucas-Dias, Jun Li, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery

Antonio J. Plaza, Zhen Ye, Xiaohua Tong, 2020, Remote. Sens..

Survey of geometric and statistical unmixing algorithms for hyperspectral images

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

Object-Oriented Open-Pit Mine Mapping Using Gaofen-2 Satellite Image and Convolutional Neural Network, for the Yuzhou City, China

Antonio J. Plaza, Ruiqing Niu, Tao Chen, 2020, Remote. Sens..

Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery

Antonio J. Plaza, Xu Sun, Lianru Gao, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Semi-supervised classification of hyperspectral data using spectral unmixing concepts

Antonio J. Plaza, Paolo Gamba, Jun Li, 2012, 2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS).

Topic 9 Parallel and Distributed Programming

Antonio J. Plaza, George Bosilca, Emmanuel Jeannot, 2007, Euro-Par.

Collaborative Sparse Regression for Hyperspectral Unmixing

Antonio J. Plaza, Marian-Daniel Iordache, José M. Bioucas-Dias, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Endmember Estimation with Maximum Distance Analysis

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

Special Section Guest Editorial: Hyperspectral Remote Sensing and Imaging Spectrometer Design

Antonio J. Plaza, Shen-En Qian, Robert O. Green, 2021, Journal of Applied Remote Sensing.

A Parallel Unmixing-Based Content Retrieval System for Distributed Hyperspectral Imagery Repository on Cloud Computing Platforms

Antonio J. Plaza, Jin Sun, Zhihui Wei, 2021, Remote. Sens..

Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization

Antonio J. Plaza, Rubén Fernández-Beltran, Jian Kang, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations

Antonio J. Plaza, Puhong Duan, Rubén Fernández-Beltran, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Image Segmentation Using Deep Learning: A Survey

Antonio J. Plaza, Nasser Kehtarnavaz, Shervin Minaee, 2021, IEEE transactions on pattern analysis and machine intelligence.

Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event

Antonio J. Plaza, Javier Plaza, Jun Li, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.