Self-Organizing Map for Hyperspectral Image Analysis. - Pablo Martínez 001; Pedro Luis Aguilar Mateos; Rosa M. Pérez Utrero; Marino Linaje Trigueros; Juan Carlos Preciado; Antonio J. Plaza (IWANN (2), 2001)

Spatial/spectral endmember extraction by multidimensional morphological operations. - Antonio Plaza; Pablo Martínez 001; Rosa M. Pérez; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2002)

A new method for target detection in hyperspectral imagery based on extended morphological profiles. - Antonio Plaza; Pablo Martínez 001; Rosa M. Pérez; Javier Plaza (IGARSS, 2003)

H-COMP: a tool for quantitative and comparative analysis of endmember identification algorithms. - Javier Plaza; Antonio Plaza; Pablo Martínez 001; Rosa M. Pérez (IGARSS, 2003)

Corrigendum to "Recognizing marbling in dry-cured Iberian ham by multiscale analysis" [Pattern Recognition Letters 23 (2002) 1311-1321]. - Eva Cernadas; Maria Luisa Durán; Teresa Antequera; Antonio J. Plaza (Pattern Recognit. Lett., 2003)

A new approach to mixed pixel classification of hyperspectral imagery based on extended morphological profiles. - Antonio J. Plaza; Pablo Martínez 001; Rosa M. Pérez; Javier Plaza (Pattern Recognit., 2004)

A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data. - Antonio Plaza; Pablo Martínez 001; Rosa M. Pérez; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2004)

Automated generation of semi-labeled training samples for nonlinear neural network-based abundance estimation in hyperspectral data. - Javier Plaza; Antonio Plaza; Rosa M. Pérez; Pablo Martínez 001 (IGARSS, 2005)

Efficient information extraction from hyperspectral imagery using networks of workstations. - Antonio Plaza; Javier Plaza; David Valencia; Pablo Martínez 001 (IGARSS, 2005)

On the Use of Cluster Computing Architectures for Implementation of Hyperspectral Image Analysis Algorithms. - David Valencia; Antonio J. Plaza; Pablo Martínez 001; Javier Plaza (ISCC, 2005)

Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification. - David Valencia; Antonio J. Plaza; Rosa M. Pérez; M. C. Cantero; Pablo Martínez 001; Javier Plaza (PARCO, 2005)

Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations. - Antonio Plaza; Pablo Martínez 001; Javier Plaza; Rosa M. Pérez (IEEE Trans. Geosci. Remote. Sens., 2005)

Spectral/Spatial Hyperspectral Image Compression. - Bharath Ramakrishna; Antonio Plaza; Chein-I Chang; Hsuan Ren; Qian Du 001; Chein-Chi Chang (Hyperspectral Data Compression, 2006)

Heterogeneous Parallel Computing in Remote Sensing Applications: Current Trends and Future Perspectives. - Antonio J. Plaza (CLUSTER, 2006)

Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters. - Javier Plaza; Rosa M. Pérez; Antonio Plaza; Pablo Martínez 001; David Valencia (CLUSTER, 2006)

AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations. - Antonio Plaza; Javier Plaza; David Valencia (International Conference on Computational Science (3), 2006)

FPGA-Based Hyperspectral Data Compression Using Spectral Unmixing and the Pixel Purity Index Algorithm. - David Valencia; Antonio Plaza (International Conference on Computational Science (1), 2006)

Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations. - Antonio Plaza; Javier Plaza; David Valencia (ICDCS, 2006)

Parallel Hyperspectral Image Processing on Commodity Graphics Hardware. - Javier Setoain; Christian Tenllado; Manuel Prieto 001; David Valencia; Antonio Plaza; Javier Plaza (ICPP Workshops, 2006)

Advanced Processing of Hyperspectral Images. - Antonio J. Plaza; Jón Atli Benediktsson; Joseph W. Boardman; Jason Brazile; Lorenzo Bruzzone; Gustavo Camps-Valls; Jocelyn Chanussot; Mathieu Fauvel; Paolo Gamba; J. Anthony Gualtieri; James C. Tilton; Giovanna Trianni (IGARSS, 2006)

Parallel Implementation of Hyperspectral Image Processing Algorithms. - Antonio J. Plaza; David Valencia; Javier Plaza; J. Sanchez-Testal; S. Muoz; Soraya Blazquez (IGARSS, 2006)

The Future of Imaging Spectroscopy Prospective Technologies and Applications. - Michael E. Schaepman; Robert O. Green; Stephen G. Ungar; Brian Curtiss; Joseph W. Boardman; Antonio J. Plaza; Bo-Cai Gao; Susan L. Ustin; Raymond F. Kokaly; John R. Miller 001; Stephane Jacquemoud; Eyal Ben-Dor; et al. (IGARSS, 2006)

Parallel morphological processing of hyperspectral image data on heterogeneous networks of computers. - Antonio J. Plaza (IPDPS, 2006)

High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study. - Antonio Plaza; David Valencia; Javier Plaza (IPDPS, 2006)

Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI. - David Valencia; Alexey L. Lastovetsky; Antonio Plaza (ISPDC, 2006)

Commodity cluster-based parallel processing of hyperspectral imagery. - Antonio Plaza; David Valencia; Javier Plaza; Pablo Martínez 001 (J. Parallel Distributed Comput., 2006)

A fast iterative algorithm for implementation of pixel purity index. - Chein-I Chang; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2006)

Parallel implementation of endmember extraction algorithms from hyperspectral data. - Antonio Plaza; David Valencia; Javier Plaza; Chein-I Chang (IEEE Geosci. Remote. Sens. Lett., 2006)

Impact of Initialization on Design of Endmember Extraction Algorithms. - Antonio Plaza; Chein-I Chang (IEEE Trans. Geosci. Remote. Sens., 2006)

Topic 9 Parallel and Distributed Programming. - Luc Moreau 001; Emmanuel Jeannot; George Bosilca; Antonio J. Plaza (Euro-Par, 2007)

Towards Real-Time Compression of Hyperspectral Images Using Virtex-II FPGAs. - Antonio Plaza (Euro-Par, 2007)

European perspectives in hyperspectral data analysis. - Paolo Gamba; Antonio J. Plaza; Jón Atli Benediktsson; Jocelyn Chanussot (IGARSS, 2007)

Morphological feature extraction for automatic registration of multispectral images. - Antonio J. Plaza; Jacqueline Le Moigne; Nathan S. Netanyahu (IGARSS, 2007)

HYPER-I-NET: European research network on hyperspectral imaging. - Antonio J. Plaza; Andreas Müller 009; Rudolph Richter; Torbjørn Skauli; Zbynek Malenovský; José M. Bioucas-Dias; Stefan Hofer; Jocelyn Chanussot; Christian Jutten; Véronique Carrère; Ivar Baarstad; Peter Kaspersen; et al. (IGARSS, 2007)

Joint linear/nonlinear spectral unmixing of hyperspectral image data. - Javier Plaza; Antonio J. Plaza; Rosa M. Pérez; Pablo Martínez 001 (IGARSS, 2007)

Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations. - Antonio Plaza; David Valencia; Soraya Blazquez; Javier Plaza (PDP, 2007)

Cluster-Based Implementation of a Morphological Watershed Algorithm for Parallel Classification of Multichannel Images. - Antonio J. Plaza (SYNASC, 2007)

Parallel CBIR System for Efficient Hyperspectral Image Retrieval from Heterogeneous Networks of Workstations. - Antonio Plaza; Javier Plaza; Abel Paz; Soraya Blazquez (SYNASC, 2007)

Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures. - David Valencia; Antonio Plaza; Pablo Martínez 001; Javier Plaza (Int. J. Comput. Their Appl., 2007)

Parallel Morphological Endmember Extraction Using Commodity Graphics Hardware. - Javier Setoain; Manuel Prieto 001; Christian Tenllado; Antonio Plaza; Francisco Tirado (IEEE Geosci. Remote. Sens. Lett., 2007)

Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data. - Antonio Plaza; Javier Plaza; David Valencia (J. Supercomput., 2007)

Towards the Definition of a Flexible Hyperspectral Processing Chain: Preliminary Case Study Using High-Resolution Urban Data. - Jacopo Nairoukh; Giovanna Trianni; Paolo Gamba; Fabio Dell'Acqua; Antonio Plaza (IGARSS (2), 2008)

Parallel Implementation of Target and Anomaly Detection Algorithms for Hyperspectral Imagery. - Abel Paz; Antonio Plaza; Soraya Blazquez (IGARSS (2), 2008)

Parallel Morphological Classification of Hyperspectral Imagery Using Extended Opening and Closing by Reconstruction Operations. - Antonio Plaza; Javier Plaza (IGARSS (1), 2008)

Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI. - David Valencia; Antonio Plaza; Vladimir Rychkov; Alexey L. Lastovetsky (PVM/MPI, 2008)

Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms. - Javier Plaza; Rosa M. Pérez; Antonio Plaza; Pablo Martínez 001; David Valencia (Clust. Comput., 2008)

Parallel processing of remotely sensed hyperspectral imagery: full-pixel versus mixed-pixel classification. - Antonio J. Plaza (Concurr. Comput. Pract. Exp., 2008)

Preface. - Antonio Plaza; Chein-I Chang (Int. J. High Perform. Comput. Appl., 2008)

Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery. - Antonio Plaza; Chein-I Chang (Int. J. High Perform. Comput. Appl., 2008)

Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI. - David Valencia; Alexey L. Lastovetsky; Maureen O'Flynn; Antonio Plaza; Javier Plaza (Int. J. High Perform. Comput. Appl., 2008)

Parallel techniques for information extraction from hyperspectral imagery using heterogeneous networks of workstations. - Antonio J. Plaza (J. Parallel Distributed Comput., 2008)

An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations. - Antonio Plaza; David Valencia; Javier Plaza (Parallel Comput., 2008)

Land Surface Emissivity Retrieval From Different VNIR and TIR Sensors. - José A. Sobrino; Juan C. Jiménez-Muñoz; Guillem Sòria; Mireia Romaguera; Luis Guanter; José F. Moreno; Antonio J. Plaza; Pablo Martínez 001 (IEEE Trans. Geosci. Remote. Sens., 2008)

Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization. - Antonio Plaza; Javier Plaza; Gabriel Martín (ICIP, 2009)

Endmember Extraction from Hyperspectral Imagery using a Parallel Ensemble Approach with Consensus Analysis. - Fermin Ayuso; Javier Setoain; Manuel Prieto 001; Christian Tenllado; Francisco Tirado; Javier Plaza; Antonio Plaza (IGARSS (5), 2009)

Unmixing Sparse Hyperspectral Mixtures. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (IGARSS (4), 2009)

Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IGARSS (3), 2009)

Analysis of Different Strategies for Incorporating Spatial Information in the Design of Endmember Extraction Algorithms from Hyperspectral Data. - Gabriel Martín; Antonio Plaza; Maciel Zortea (IGARSS (4), 2009)

High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art. - Antonio Plaza; Qian Du 001; Yang-Lang Chang (IGARSS (5), 2009)

Recent Activities in the Hyperspectral Imaging Network (HYPER-I-NET): A European Consortium Fostering Imaging Spectroscopy Research. - Antonio Plaza; Paolo Gamba; Mathias Kneubühler; Andreas Müller 009; Michael E. Schaepman (IGARSS (5), 2009)

Improving the Scalability of Parallel Algorithms for Hyperspectral Image Analysis using Adaptive Message Compression. - Antonio Plaza; Javier Plaza; Abel Paz (IGARSS (4), 2009)

Parallel Implementation of Endmember Extraction Algorithms using NVidia Graphical Processing Units. - Antonio Plaza; Javier Plaza; Sergio Sánchez (IGARSS (5), 2009)

Semi-supervised hyperspectral image segmentation. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2009)

On the incorporation of spatial information to endmember extraction: Survey and algorithm comparison. - Antonio J. Plaza; Gabriel Martín; Maciel Zortea (WHISPERS, 2009)

Efficient implementation of morphological opening and closing by reconstruction on multi-core parallel systems. - David Valencia; Antonio J. Plaza (WHISPERS, 2009)

Special issue on architectures and techniques for real-time processing of remotely sensed images. - Antonio J. Plaza (J. Real Time Image Process., 2009)

A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm. - Maciel Zortea; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2009)

On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images. - Javier Plaza; Antonio Plaza; Rosa M. Pérez; Pablo Martínez 001 (Pattern Recognit., 2009)

Comparison Between Fractional Vegetation Cover Retrievals from Vegetation Indices and Spectral Mixture Analysis: Case Study of PROBA/CHRIS Data Over an Agricultural Area. - Juan C. Jiménez-Muñoz; José A. Sobrino; Antonio Plaza; Luis Guanter; José F. Moreno; Pablo Martínez 001 (Sensors, 2009)

Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines. - Javier Plaza; Antonio J. Plaza; Cristina Barra (Sensors, 2009)

Spatial Preprocessing for Endmember Extraction. - Maciel Zortea; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2009)

Parallel Implementations of SVM for Earth Observation. - Jordi Muñoz-Marí; Antonio J. Plaza; J. Anthony Gualtieri; Gustavo Camps-Valls (Parallel Programming, Models and Applications in Grid and P2P Systems, 2009)

Cluster versus GPU implementation of an Orthogonal Target Detection Algorithm for Remotely Sensed Hyperspectral Images. - Abel Paz; Antonio Plaza (CLUSTER, 2010)

FPGA for Computing the Pixel Purity Index Algorithm on Hyperspectral Images. - Carlos González 002; Daniel Mozos; Javier Resano; Antonio Plaza (ERSA, 2010)

Impact of Vector Ordering Strategies on Morphological Unmixing of Remotely Sensed Hyperspectral Images. - Antonio Plaza; Javier Plaza (ICPR, 2010)

Minimum volume simplicial enclosure for spectral unmixing of remotely sensed hyperspectral data. - Eligius M. T. Hendrix; Inmaculada García; Javier Plaza; Antonio J. Plaza (IGARSS, 2010)

Recent developments in sparse hyperspectral unmixing. - Marian-Daniel Iordache; Antonio J. Plaza; José M. Bioucas-Dias (IGARSS, 2010)

Spatial preprocessing for endmember extraction using unsupervised clustering and orthogonal subspace projection concepts. - Gabriel Martín; Antonio J. Plaza (IGARSS, 2010)

Parallel implementation of the N-FINDR endmember extraction algorithm on commodity graphics processing units. - Sergio Sánchez; Gabriel Martín; Antonio J. Plaza (IGARSS, 2010)

Spatial-spectral endmember extraction from remotely sensed hyperspectral images using the watershed transformation. - Maciel Zortea; Antonio J. Plaza (IGARSS, 2010)

Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs. - Sergio Sánchez; Gabriel Martín; Abel Paz; Antonio Plaza; Javier Plaza (Real-Time Image and Video Processing, 2010)

Supervised hyperspectral image segmentation using active learning. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2010)

On the use of spectral libraries to perform sparse unmixing of hyperspectral data. - Marian-Daniel Iordache; Antonio J. Plaza; José M. Bioucas-Dias (WHISPERS, 2010)

Exploiting spatial information in semi-supervised hyperspectral image segmentation. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2010)

Spatial-spectral preprocessing for volume-based endmember extraction algorithms using unsupervised clustering. - Gabriel Martín; Antonio J. Plaza (WHISPERS, 2010)

Survey of geometric and statistical unmixing algorithms for hyperspectral images. - Mario Parente; Antonio J. Plaza (WHISPERS, 2010)

Automatic selection of informative samples for SVM-based classification of hyperspectral data using limited training sets. - Antonio J. Plaza; Javier Plaza (WHISPERS, 2010)

Spectral-textural endmember extraction. - Maciel Zortea; Devis Tuia; Fabio Pacifici; Antonio J. Plaza (WHISPERS, 2010)

Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis. - Antonio J. Plaza; Javier Plaza; Abel Paz (Concurr. Comput. Pract. Exp., 2010)

FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis. - Carlos González 002; Javier Resano; Daniel Mozos; Antonio Plaza; David Valencia (EURASIP J. Adv. Signal Process., 2010)

Clusters versus GPUs for Parallel Target and Anomaly Detection in Hyperspectral Images. - Abel Paz; Antonio Plaza (EURASIP J. Adv. Signal Process., 2010)

Improving the scalability of hyperspectral imaging applications on heterogeneous platforms using adaptive run-time data compression. - Antonio Plaza; Javier Plaza; Abel Paz (Comput. Geosci., 2010)

Spectral Mixture Analysis of Hyperspectral Scenes Using Intelligently Selected Training Samples. - Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2010)

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2010)

Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems. - Antonio Plaza; Javier Plaza; Hugo Vegas (J. Signal Process. Syst., 2010)

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

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

An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches. - José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2011)

Urban area product simulation for the EnMap hyperspectral sensor. - Paolo Gamba; Alberto Villa; Antonio Plaza; Jocelyn Chanussot; Jón Atli Benediktsson (IGARSS, 2011)

Hyperspectral unmixingwith sparse group lasso. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2011)

A new subspace discriminant analysis approach for supervised hyperspectral image classification. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2011)

Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data. - Gabriel Martín; Antonio Plaza; Maciel Zortea (IGARSS, 2011)

Real-time spectral unmixing using iterative error analysis on commodity graphics processing units. - Sergio Sánchez; Abel Paz; Antonio Plaza (IGARSS, 2011)

Unmixing prior to supervised classification of urban hyperspectral images. - Inmaculada Dopido; Antonio Plaza (JURSE, 2011)

A comparative assessment of several processing chains for hyperspectral image classification: What features to use? - Inmaculada Dopido; Alberto Villa; Antonio J. Plaza; Paolo Gamba (WHISPERS, 2011)

Total variation regulatization in sparse hyperspectral unmixing. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2011)

Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2011)

On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption. - Gabriel Martín; Javier Plaza; Antonio J. Plaza (WHISPERS, 2011)

A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts. - Alberto Villa; Jun Li 009; Antonio J. Plaza; José M. Bioucas-Dias (WHISPERS, 2011)

Parallel unmixing of remotely sensed hyperspectral images on commodity graphics processing units. - Sergio Sánchez; Abel Paz; Gabriel Martín; Antonio Plaza (Concurr. Comput. Pract. Exp., 2011)

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images. - Inmaculada Dopido; Maciel Zortea; Alberto Villa; Antonio Plaza; Paolo Gamba (IEEE Geosci. Remote. Sens. Lett., 2011)

On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing. - Fernando García-Vílchez; Jordi Muñoz-Marí; Maciel Zortea; Ian Blanes; Vicente González Ruiz; Gustavo Camps-Valls; Antonio Plaza; Joan Serra-Sagristà (IEEE Geosci. Remote. Sens. Lett., 2011)

Region-Based Spatial Preprocessing for Endmember Extraction and Spectral Unmixing. - Gabriel Martín; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2011)

Real-Time Endmember Extraction on Multicore Processors. - Alfredo Remón; Sergio Sánchez; Abel Paz; Enrique S. Quintana-Ortí; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2011)

Parallel Hyperspectral Image and Signal Processing [Applications Corner]. - Antonio Plaza; Javier Plaza; Abel Paz; Sergio Sánchez (IEEE Signal Process. Mag., 2011)

Recent Developments in High Performance Computing for Remote Sensing: A Review. - Craig A. Lee; Samuel D. Gasster; Antonio Plaza; Chein-I Chang; Bormin Huang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing. - Antonio Plaza; Qian Du 001; Yang-Lang Chang; Roger L. King (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

High Performance Computing for Hyperspectral Remote Sensing. - Antonio Plaza; Qian Du 001; Yang-Lang Chang; Roger L. King (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Sparse Unmixing of Hyperspectral Data. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2011)

Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2011)

Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. - Antonio Plaza; Qian Du 001; José M. Bioucas-Dias; Xiuping Jia; Fred A. Kruse (IEEE Trans. Geosci. Remote. Sens., 2011)

Automatic tuning of iterative computation on heterogeneous multiprocessors with ADITHE. - José Antonio Martínez; Ester M. Garzón; Antonio Plaza; Inmaculada García (J. Supercomput., 2011)

Fast anomaly detection in hyperspectral images with RX method on heterogeneous clusters. - José M. Molero; Abel Paz; Ester M. Garzón; José Antonio Martínez; Antonio J. Plaza; Inmaculada García (J. Supercomput., 2011)

A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images. - Jun Li 009; Prashanth Reddy Marpu; Antonio Plaza; José M. Bioucas-Dias; Jón Atli Benediktsson (ICPRAM (1), 2012)

Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2012)

Parallel implementation of vertex component analysis for hyperspectral endmember extraction. - José M. Rodriguez Alves; José M. P. Nascimento; José M. Bioucas-Dias; Vítor Silva 001; Antonio Plaza (IGARSS, 2012)

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

Semi-supervised active learning for urban hyperspectral image classification. - Inmaculada Dopido; Jun Li 009; Antonio Plaza; José M. Bioucas-Dias (IGARSS, 2012)

Hyperspectral band selection using a collaborative sparse model. - Qian Du 001; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2012)

Collaborative sparse unmixing of hyperspectral data. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2012)

HyperMix: A new tool for quantitative evaluation of end member identification and spectral unmixing techniques. - Luis-Ignacio Jimenez; Gabriel Martín; Antonio Plaza (IGARSS, 2012)

Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing. - Gabriel Martín; José M. Bioucas-Dias; Antonio Plaza (IGARSS, 2012)

Parallel hyperspectral image compression using iterative error analysis on graphics processing units. - Sergio Sánchez; Antonio Plaza (IGARSS, 2012)

Spectral characterisation of land surface composition to determine soil erosion within semiarid rainfed cultivated areas. - Thomas Schmid 001; Alicia Palacios-Orueta; Sabine Chabrillat; Eyal Ben-Dor; Antonio Plaza; Manuel Rodríguez 005; Margarita Huesca; Marta Pelayo; Cristina Pascual; Paula Escribano; Víctor Cicuéndez (IGARSS, 2012)

Real-time lossy compression of hyperspectral images using iterative error analysis on graphics processing units. - Sergio Sánchez; Antonio Plaza (Real-Time Image and Video Processing, 2012)

Semi-supervised classification of hyperspectral data using spectral unmixing concepts. - Inmaculada Dopido; Jun Li 009; Antonio Plaza; Paolo Gamba (TyWRRS, 2012)

Vertex component analysis GPU-based implementation for hyperspectral unmixing. - José M. Rodriguez Alves; José M. P. Nascimento; Antonio J. Plaza; Sergio Sánchez; José M. Bioucas-Dias; Vítor Silva 001 (WHISPERS, 2012)

A new semi-supervised approach for hyperspectral image classification with different active learning strategies. - Inmaculada Dopido; Jun Li 009; Antonio J. Plaza; José M. Bioucas-Dias (WHISPERS, 2012)

Dictionary pruning in sparse unmixing of hyperspectral data. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2012)

Semi-supervised discriminative random field for hyperspectral image classification. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2012)

Nonnegative matrix factorization with collaborativity for hyperspectral unmixing. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (WHISPERS, 2012)

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

On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms. - Javier Plaza; Eligius M. T. Hendrix; Inmaculada García; Gabriel Martín; Antonio Plaza (J. Math. Imaging Vis., 2012)

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. - José M. Bioucas-Dias; Antonio Plaza; Nicolas Dobigeon; Mario Parente; Qian Du 001; Paul D. Gader; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification. - Inmaculada Dopido; Alberto Villa; Antonio Plaza; Paolo Gamba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

FPGA Implementation of Abundance Estimation for Spectral Unmixing of Hyperspectral Data Using the Image Space Reconstruction Algorithm. - Carlos González 002; Javier Resano; Antonio Plaza; Daniel Mozos (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Spatial-Spectral Preprocessing Prior to Endmember Identification and Unmixing of Remotely Sensed Hyperspectral Data. - Gabriel Martín; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Foreword to the Special Issue on Hyperspectral Image and Signal Processing. - Antonio Plaza; José M. Bioucas-Dias; Anita Simic; William J. Blackwell (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing. - Ben Somers; Maciel Zortea; Antonio Plaza; Gregory P. Asner (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

FPGA Implementation of the N-FINDR Algorithm for Remotely Sensed Hyperspectral Image Analysis. - Carlos González 002; Daniel Mozos; Javier Resano; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2012)

A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data. - Eligius M. T. Hendrix; Inmaculada García; Javier Plaza; Gabriel Martín; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2012)

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2012)

Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2012)

Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation. - Miguel Angel Veganzones; Guillaume Tochon; Mauro Dalla Mura; Antonio J. Plaza; Jocelyn Chanussot (ICIP, 2013)

Parallel sparse unmixing of hyperspectral data. - José M. Rodriguez Alves; José M. P. Nascimento; José M. Bioucas-Dias; Antonio Plaza; Vítor Silva 001 (IGARSS, 2013)

Improved signal unmixing of vegetation using sparse group selection. - Marian-Daniel Iordache; Laurent Tits; Ben Somers; Antonio Plaza (IGARSS, 2013)

Spectral-spatial classification for hyperspectral data using SVM and subspace MLR. - Mahdi Khodadadzadeh; Jun Li 009; Antonio Plaza; Hassan Ghassemian; José M. Bioucas-Dias (IGARSS, 2013)

A comparison study between windowing and binary partition trees for hyperspectral image information mining. - Miguel Angel Veganzones; Guillaume Tochon; Mauro Dalla Mura; Antonio J. Plaza; Jocelyn Chanussot (IGARSS, 2013)

A New Digital Repository for Remotely Sensed Hyperspectral Imagery on GPUs. - Jorge Sevilla Cedillo; Antonio Plaza (SYNASC, 2013)

Spectral unmixing-based post-processing for hyperspectral image classification. - Inmaculada Dopido; Paolo Gamba; Antonio Plaza (WHISPERS, 2013)

Plant production system monitoring via multiple signal classification and sparse regression. - Marian-Daniel Iordache; Ben Somers; Laurent Tits; José M. Bioucas-Dias; Antonio Plaza; Pol Coppin (WHISPERS, 2013)

Validation of spectral unmixing methods using photometry and topography information. - Ruben Marrero; Sylvain Douté; Antonio Plaza; Jocelyn Chanussot (WHISPERS, 2013)

Decision fusion based on extended multi-attribute profiles for hyperspectral image classification. - Benqin Song; Jun Li 009; Peijun Li; Antonio Plaza (WHISPERS, 2013)

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

Use of FPGA or GPU-based architectures for remotely sensed hyperspectral image processing. - Carlos González 002; Sergio Sánchez; Abel Paz; Javier Resano; Daniel Mozos; Antonio Plaza (Integr., 2013)

On the minimum volume simplex enclosure problem for estimating a linear mixing model. - Eligius M. T. Hendrix; Inmaculada García; Javier Plaza; Antonio Plaza (J. Glob. Optim., 2013)

Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2013)

Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs. - A. Barberis; Giovanni Danese; Francesco Leporati; Antonio Plaza; Emanuele Torti (IEEE Geosci. Remote. Sens. Lett., 2013)

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

A New Preprocessing Technique for Fast Hyperspectral Endmember Extraction. - Sebastián López; Javier F. Moure; Antonio Plaza; Gustavo M. Callicó; José Francisco López; Roberto Sarmiento (IEEE Geosci. Remote. Sens. Lett., 2013)

The Promise of Reconfigurable Computing for Hyperspectral Imaging Onboard Systems: A Review and Trends. - Sebastián López; Tanya Vladimirova; Carlos González 002; Javier Resano; Daniel Mozos; Antonio Plaza (Proc. IEEE, 2013)

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

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

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

Analysis and Optimizations of Global and Local Versions of the RX Algorithm for Anomaly Detection in Hyperspectral Data. - José M. Molero; Ester M. Garzón; Inmaculada García; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning. - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2013)

Semisupervised Self-Learning for Hyperspectral Image Classification. - Inmaculada Dopido; Jun Li 009; Prashanth Reddy Marpu; Antonio Plaza; José M. Bioucas-Dias; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2013)

Generalized Composite Kernel Framework for Hyperspectral Image Classification. - Jun Li 009; Prashanth Reddy Marpu; Antonio Plaza; José M. Bioucas-Dias; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2013)

Editorial. - Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2013)

Robust minimum volume simplex analysis for hyperspectral unmixing. - Alexander Agathos; Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza (EUSIPCO, 2014)

A new framework for hyperspectral image classification using multiple spectral and spatial features. - Mahdi Khodadadzadeh; Jun Li 009; Antonio J. Plaza; Paolo Gamba; Jón Atli Benediktsson; José M. Bioucas-Dias (IGARSS, 2014)

Spectral partitioning for hyperspectral remote sensing image classification. - Yi Liu 017; Jun Li 009; Antonio J. Plaza; José M. Bioucas-Dias; Aurora Cuartero; Pablo García Rodríguez (IGARSS, 2014)

Binary partition tree-based local spectral unmixing. - Lucas Drumetz; Miguel Angel Veganzones; Ruben Marrero; Guillaume Tochon; Mauro Dalla Mura; Antonio Plaza; Jocelyn Chanussot (WHISPERS, 2014)

On the use of collaborative sparse regression in hyperspectral unmixing chains. - Marian-Daniel Iordache; Akpona Okujeni; Sebastian van der Linden; José M. Bioucas-Dias; Antonio Plaza; Ben Somers (WHISPERS, 2014)

Spectrometer-driven spectral partitioning for hyperspectral image classification. - Jun Li 009; Yi Liu 017; Antonio Plaza; Peijun Du; Mahdi Khodadadzadeh (WHISPERS, 2014)

Integrating multiple nonlinear estimators into hyperspectral unmixing. - Andrea Marinoni; Javier Plaza; Antonio Plaza; Paolo Gamba (WHISPERS, 2014)

A new extended linear mixing model to address spectral variability. - Miguel Angel Veganzones; Lucas Drumetz; Guillaume Tochon; Mauro Dalla Mura; Antonio Plaza; José M. Bioucas-Dias; Jocelyn Chanussot (WHISPERS, 2014)

Fast determination of the number of endmembers for real-time hyperspectral unmixing on GPUs. - Sergio Sánchez; Antonio Plaza (J. Real Time Image Process., 2014)

Special issue on algorithms and architectures for real-time multi-dimensional image processing. - Sergio Saponara; Antonio Plaza; Marco Diani; Matthias F. Carlsohn; Giovanni Corsini (J. Real Time Image Process., 2014)

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

A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification. - Mahdi Khodadadzadeh; Jun Li 009; Antonio Plaza; José M. Bioucas-Dias (IEEE Geosci. Remote. Sens. Lett., 2014)

Parallel Hyperspectral Unmixing on GPUs. - José M. P. Nascimento; José M. Bioucas-Dias; José M. Rodriguez Alves; Vítor Silva 001; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2014)

Real-Time Implementation of the Pixel Purity Index Algorithm for Endmember Identification on GPUs. - Xianyun Wu; Bormin Huang; Antonio Plaza; Yunsong Li 001; Chengke Wu 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. - Wing-Kin Ma; José M. Bioucas-Dias; Tsung-Han Chan; Nicolas Gillis; Paul D. Gader; Antonio J. Plaza; Arul-Murugan Ambikapathi; Chong-Yung Chi (IEEE Signal Process. Mag., 2014)

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. - Xin Huang 002; Xuehua Guan; Jón Atli Benediktsson; Liangpei Zhang 001; Jun Li 009; Antonio Plaza; Mauro Dalla Mura (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps. - Jun Li 009; Paolo Gamba; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing. - Alexander Agathos; Jun Li 009; Dana Petcu; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral Unmixing on Multicore DSPs: Trading Off Performance for Energy. - Maribel Castillo; Juan Carlos Fernández 002; Francisco D. Igual; Antonio Plaza; Enrique S. Quintana-Ortí; Alfredo Remón (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data. - Inmaculada Dopido; Jun Li 009; Paolo Gamba; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles. - Pedram Ghamisi; Jón Atli Benediktsson; Gabriele Cavallaro; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery. - Qiandong Guo; Bing Zhang 001; Qiong Ran; Lianru Gao; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Dynamic Unmixing Framework for Plant Production System Monitoring. - Marian-Daniel Iordache; Laurent Tits; José M. Bioucas-Dias; Antonio Plaza; Ben Somers (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Efficient Implementation of Hyperspectral Anomaly Detection Techniques on GPUs and Multicore Processors. - José M. Molero; Ester M. Garzón; Inmaculada García; Enrique S. Quintana-Ortí; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Assessing the Performance-Energy Balance of Graphics Processors for Spectral Unmixing. - Sergio Sánchez; Germán León; Antonio Plaza; Enrique S. Quintana-Ortí (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A New Digital Repository for Hyperspectral Imagery With Unmixing-Based Retrieval Functionality Implemented on GPUs. - Jorge Sevilla; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Real-Time Identification of Hyperspectral Subspaces. - Emanuele Torti; Marco Acquistapace; Giovanni Danese; Francesco Leporati; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study. - Xin Huang 002; Qikai Lu; Liangpei Zhang 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2014)

Collaborative Sparse Regression for Hyperspectral Unmixing. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2014)

MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza; Ben Somers (IEEE Trans. Geosci. Remote. Sens., 2014)

Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization. - Mahdi Khodadadzadeh; Jun Li 009; Antonio Plaza; Hassan Ghassemian; José M. Bioucas-Dias; Xia Li 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles. - Benqin Song; Jun Li 009; Mauro Dalla Mura; Peijun Li; Antonio Plaza; José M. Bioucas-Dias; Jón Atli Benediktsson; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation. - Miguel Angel Veganzones; Guillaume Tochon; Mauro Dalla Mura; Antonio J. Plaza; Jocelyn Chanussot (IEEE Trans. Image Process., 2014)

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

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

SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images. - Pedro Achanccaray Diaz; Victor Andres Ayma; Luis-Ignacio Jimenez; Sergio Bernabé; Patrick Nigri Happ; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza (IGARSS, 2015)

On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. - Victor Andres Ayma; Rodrigo S. Ferreira; Patrick Nigri Happ; Dário Augusto Borges Oliveira; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza; Paolo Gamba (IGARSS, 2015)

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

GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data. - Jaime Delgado; Gabriel Martín; Javier Plaza; Luis-Ignacio Jimenez; Antonio J. Plaza (IGARSS, 2015)

Hyperspectral and lidar data integration and classification. - Maria Angeles Garcia-Sopo; Aurora Cuartero; Pablo García Rodríguez; Antonio J. Plaza (IGARSS, 2015)

Segmentation as postprocessing for hyperspectral image classification. - Luis-Ignacio Jimenez; Victor Andres Ayma; Pedro Achanccaray Diaz; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza (IGARSS, 2015)

HyperMix: An open source tool for hyperspectral imaging. - Luis-Ignacio Jimenez; Antonio J. Plaza (IGARSS, 2015)

Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain. - Mahdi Khodadadzadeh; Aurora Cuartero; Jun Li 009; Ángel M. Felicísimo; Antonio Plaza (IGARSS, 2015)

Fast principal component analysis for hyperspectral imaging based on cloud computing. - Yonglong Li; Zebin Wu 001; Jie Wei; Antonio Plaza; Jun Li 009; Zhihui Wei (IGARSS, 2015)

Class-oriented spectral partitioning for hyperspectral image classification. - Yi Liu 017; Jun Li 009; Antonio Plaza; Kun Tan (IGARSS, 2015)

B-HYCA: Blind hyperspectral compressive sensing. - Gabriel Martín; José M. Bioucas-Dias; Antonio J. Plaza (IGARSS, 2015)

Hyperspectral image classification based on union of subspaces. - Mahdi Khodadadzadeh; Jun Li 009; Antonio Plaza; José M. Bioucas-Dias (JURSE, 2015)

Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF). - Jun Li 009; José M. Bioucas-Dias; Antonio Plaza; Lin Liu 005 (WHISPERS, 2015)

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

Hyperspectral change detection by sparse unmixing with dictionary pruning. - Alp Ertürk; Marian-Daniel Iordache; Antonio Plaza (WHISPERS, 2015)

Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing. - Marian-Daniel Iordache; José M. Bioucas-Dias; Antonio Plaza (WHISPERS, 2015)

FPGA implementation of a maximum volume algorithm for endmember extraction from hyperspectral imagery. - Cong Li; Lianru Gao; Antonio Plaza; Bing Zhang 001 (WHISPERS, 2015)

Real-time implementation of remotely sensed hyperspectral image unmixing on GPUs. - Sergio Sánchez; Rui Ramalho; Leonel Sousa; Antonio Plaza (J. Real Time Image Process., 2015)

Learning Discriminative Sparse Representations for Hyperspectral Image Classification. - Peijun Du; Zhaohui Xue; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Signal Process., 2015)

Fast and Reliable Noise Estimation for Hyperspectral Subspace Identification. - Peter Benner; Vedran Novakovic; Antonio Plaza; Enrique S. Quintana-Ortí; Alfredo Remón (IEEE Geosci. Remote. Sens. Lett., 2015)

Informative Change Detection by Unmixing for Hyperspectral Images. - Alp Ertürk; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2015)

Subspace-Based Support Vector Machines for Hyperspectral Image Classification. - Lianru Gao; Jun Li 009; Mahdi Khodadadzadeh; Antonio J. Plaza; Bing Zhang 001; Zhijian He; Huiming Yan (IEEE Geosci. Remote. Sens. Lett., 2015)

HyperMix: An Open-Source Tool for Fast Spectral Unmixing on Graphics Processing Units. - Luis-Ignacio Jimenez; Antonio J. Plaza (IEEE Geosci. Remote. Sens. Lett., 2015)

Sparse Unmixing-Based Content Retrieval of Hyperspectral Images on Graphics Processing Units. - Jorge Sevilla; Luis-Ignacio Jimenez; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2015)

GPU Implementation of Composite Kernels for Hyperspectral Image Classification. - Zebin Wu 001; Jiafu Liu; Antonio J. Plaza; Jun Li 009; Zhihui Wei (IEEE Geosci. Remote. Sens. Lett., 2015)

Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs. - Zebin Wu 001; Qicong Wang; Antonio Plaza; Jun Li 009; Le Sun 002; Zhihui Wei (IEEE Geosci. Remote. Sens. Lett., 2015)

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods. - Gabriele Cavallaro; Morris Riedel; Matthias Richerzhagen; Jón Atli Benediktsson; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Foreword to the Special Issue on Big Data in Remote Sensing. - Mingmin Chi; Antonio J. Plaza; Jón Atli Benediktsson; Bing Zhang 001; Bormin Huang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery. - Lianru Gao; Jianwei Gao; Jun Li 009; Antonio Plaza; Lina Zhuang; Xu Sun 005; Bing Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning. - Mahdi Khodadadzadeh; Jun Li 009; Saurabh Prasad; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition. - Andrea Marinoni; Javier Plaza; Antonio Plaza; Paolo Gamba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Parallel Implementation of Polarimetric Synthetic Aperture Radar Data Processing for Unsupervised Classification Using the Complex Wishart Classifier. - Sergio Sánchez; Prashanth Reddy Marpu; Antonio Plaza; Abel Paz-Gallardo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images. - Eysteinn Már Sigurðsson; Antonio Plaza; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs. - Zebin Wu 001; Qicong Wang; Antonio Plaza; Jun Li 009; Jianjun Liu; Zhihui Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs. - Zebin Wu 001; Qicong Wang; Antonio Plaza; Jun Li 009; Le Sun 002; Zhihui Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Dual-Mode FPGA Implementation of Target and Anomaly Detection Algorithms for Real-Time Hyperspectral Imaging. - Bin Yang 013; Minhua Yang; Antonio Plaza; Lianru Gao; Bing Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery. - Lina Zhuang; Bing Zhang 001; Lianru Gao; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing. - Jun Li 009; Alexander Agathos; Daniela Zaharie; José M. Bioucas-Dias; Antonio J. Plaza; Xia Li 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images. - Jun Li 009; Inmaculada Dopido; Paolo Gamba; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2015)

Multiple Feature Learning for Hyperspectral Image Classification. - Jun Li 009; Xin Huang 002; Paolo Gamba; José M. Bioucas-Dias; Liangpei Zhang 001; Jón Atli Benediktsson; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2015)

A Novel Negative Abundance-Oriented Hyperspectral Unmixing Algorithm. - Ruben Marrero; Sebastián López; Gustavo M. Callicó; Miguel Angel Veganzones; Antonio J. Plaza; Jocelyn Chanussot; Roberto Sarmiento (IEEE Trans. Geosci. Remote. Sens., 2015)

HYCA: A New Technique for Hyperspectral Compressive Sensing. - Gabriel Martín; José M. Bioucas-Dias; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2015)

Exploring the performance-power-energy balance of low-power multicore and manycore architectures for anomaly detection in remote sensing. - Germán León; José M. Molero; Ester M. Garzón; Inmaculada García; Antonio J. Plaza; Enrique S. Quintana-Ortí (J. Supercomput., 2015)

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

On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units. - Jaime Delgado; Gabriel Martín; Javier Plaza; Luis-Ignacio Jimenez; Antonio Plaza (IGARSS, 2016)

Unmixing with SLIC superpixels for hyperspectral change detection. - Alp Ertürk; Sarp Ertürk; Antonio J. Plaza (IGARSS, 2016)

Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing. - Marian-Daniel Iordache; Nitin Bhatia; José M. Bioucas-Dias; Antonio J. Plaza (IGARSS, 2016)

Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units. - Luis-Ignacio Jimenez; Gabriel Martín; Sergio Sánchez; Javier Plaza; Antonio Plaza (IGARSS, 2016)

A Gaussian approach to subspace based classification of hyperspectral images. - Mahdi Khodadadzadeh; Lorenzo Bruzzone; Jun Li 009; Antonio J. Plaza (IGARSS, 2016)

Convex formulation for hyperspectral image classification with superpixels. - Yi Liu 017; Filipe Condessa; José M. Bioucas-Dias; Jun Li 009; Antonio J. Plaza (IGARSS, 2016)

On the detection of linear mixtures in hyperspectral images. - Andrea Marinoni; Antonio J. Plaza; Paolo Gamba (IGARSS, 2016)

Active learning based autoencoder for hyperspectral imagery classification. - Yibao Sun; Jun Li 009; Wei Wang 107; Antonio Plaza; Zeqiang Chen (IGARSS, 2016)

Fusion of hyperspectral and LiDAR data using morphological component analysis. - Xiang Xu 002; Jun Li 009; Antonio J. Plaza (IGARSS, 2016)

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

An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing. - Andrea Marinoni; Javier Plaza; Antonio Plaza; Paolo Gamba (WHISPERS, 2016)

GPU implementation of hyperspectral image classification based on weighted Markov random fields. - Zebin Wu 001; Qicong Wang; Antonio Plaza; Jun Li 009; Jie Wei; Zhihui Wei (WHISPERS, 2016)

Graph-regularized coupled spectral unmixing for multisensor time-series analysis. - Naoto Yokoya; Xiao Xiang Zhu 001; Antonio Plaza (WHISPERS, 2016)

Sparse hyperspectral unmixing with spatial discontinuity preservation. - Shaoquan Zhang; Jun Li 009; Zebin Wu 001; Antonio Plaza (WHISPERS, 2016)

Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification. - Qingshan Liu 001; Renlong Hang; Huihui Song; Fuping Zhu; Javier Plaza; Antonio Plaza (CoRR, 2016)

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

Hyperspectral Unmixing Based on Local Collaborative Sparse Regression. - Shaoquan Zhang; Jun Li 009; Kai Liu 003; Chengzhi Deng; Lin Liu 005; Antonio J. Plaza (IEEE Geosci. Remote. Sens. Lett., 2016)

Big Data for Remote Sensing: Challenges and Opportunities. - Mingmin Chi; Antonio Plaza; Jón Atli Benediktsson; Zhongyi Sun 002; Jinsheng Shen; Yangyong Zhu (Proc. IEEE, 2016)

Performance Optimizations for an Automatic Target Generation Process in Hyperspectral Analysis. - Fernando Sierra-Pajuelo; Abel Paz-Gallardo; Antonio Plaza (Scalable Comput. Pract. Exp., 2016)

A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification. - Jun Li 009; Mahdi Khodadadzadeh; Antonio Plaza; Xiuping Jia; José M. Bioucas-Dias (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification. - Yi Liu 017; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

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

Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units. - Jaime Delgado; Gabriel Martín; Javier Plaza; Luis-Ignacio Jimenez; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Sparse Unmixing-Based Change Detection for Multitemporal Hyperspectral Images. - Alp Ertürk; Marian-Daniel Iordache; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

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

Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation. - Jianjun Liu; Zebin Wu 001; Jun Li 009; Liang Xiao 001; Antonio Plaza; Jón Atli Benediktsson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A New Algorithm for Bilinear Spectral Unmixing of Hyperspectral Images Using Particle Swarm Optimization. - Wenfei Luo; Lianru Gao; Antonio Plaza; Andrea Marinoni; Bin Yang 012; Liang Zhong; Paolo Gamba; Bing Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Harmonic Mixture Modeling for Efficient Nonlinear Hyperspectral Unmixing. - Andrea Marinoni; Antonio Plaza; Paolo Gamba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Characterization of Soil Erosion Indicators Using Hyperspectral Data From a Mediterranean Rainfed Cultivated Region. - Thomas Schmid 001; Manuel Rodríguez-Rastrero; Paula Escribano; Alicia Palacios-Orueta; Eyal Ben-Dor; Antonio Plaza; Robert Milewski; Margarita Huesca; Ashley Bracken; Víctor Cicuéndez; Marta Pelayo; Sabine Chabrillat (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation. - Benqin Song; Peijun Li; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features. - Kun Tan; Xiao Jin; Antonio Plaza; Xuesong Wang 001; Liang Xiao 001; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A New Genetic Method for Subpixel Mapping Using Hyperspectral Images. - Xiaohua Tong; Xiong Xu; Antonio Plaza; Huan Xie; Haiyan Pan; Wen Cao; Dong Lv (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain. - Emanuele Torti; Giovanni Danese; Francesco Leporati; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures. - Zebin Wu 001; Yonglong Li; Antonio Plaza; Jun Li 009; Fu Xiao 001; Zhihui Wei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study. - Yuanfeng Wu; Xinghua Yang; Antonio Plaza; Fei Qiao; Lianru Gao; Bing Zhang 001; Yabo Cui (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes. - Gabriele Cavallaro; Mauro Dalla Mura; Jón Atli Benediktsson; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2016)

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. - Xian Guo; Xin Huang 002; Lefei Zhang; Liangpei Zhang 001; Antonio J. Plaza; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Jun Li 009; José M. Bioucas-Dias; Antonio J. Plaza; Lin Liu 005 (IEEE Trans. Geosci. Remote. Sens., 2016)

Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification. - Jianjun Liu; Zebin Wu 001; Jun Li 009; Antonio J. Plaza; Yunhao Yuan 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification. - Xiang Xu 002; Jun Li 009; Xin Huang 002; Mauro Dalla Mura; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2016)

Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning. - Meng Xu 002; Xiuping Jia; Mark R. Pickering; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2016)

Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis. - Meng Xu 002; Mark R. Pickering; Antonio J. Plaza; Xiuping Jia (IEEE Trans. Geosci. Remote. Sens., 2016)

Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation. - Yang Xu 006; Zebin Wu 001; Jun Li 009; Antonio J. Plaza; Zhihui Wei (IEEE Trans. Geosci. Remote. Sens., 2016)

Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data. - Yi Liu 017; José M. Bioucas-Dias; Jun Li 009; Antonio Plaza (IGARSS, 2017)

Hyperspectral cloud shadow removal based on linear unmixing. - Yi Liu 017; José M. Bioucas-Dias; Jun Li 009; Antonio Plaza (IGARSS, 2017)

Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza; Qingshan Liu 001; Renlong Hang (IGARSS, 2017)

Onboard payload-data dimensionality reduction. - Miguel Penalver; Fabio Del Frate; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio J. Plaza (IGARSS, 2017)

Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images. - Yuanchao Su; Andrea Marinoni; Jun Li 009; Antonio Plaza; Paolo Gamba (IGARSS, 2017)

A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data. - Yanli Sun; José M. Bioucas-Dias; Xia Zhang; Yi Liu 017; Antonio Plaza (IGARSS, 2017)

Spatial weighted sparse regression for hyperspectral image unmixing. - Shaoquan Zhang; Jun Li 009; Javier Plaza; Heng-Chao Li 001; Antonio Plaza (IGARSS, 2017)

Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis. - Changyu Zhu; Shaoquan Zhang; Javier Plaza; Jun Li 009; Antonio Plaza (IGARSS, 2017)

Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study. - Pedram Ghamisi; Gabriele Cavallaro; Dan Wu; Jón Atli Benediktsson; Antonio Plaza (CoRR, 2017)

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

Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective. - Sicong Liu 001; Mingmin Chi; Yangxiu Zou; Alim Samat; Jón Atli Benediktsson; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2017)

Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation. - Rui Wang 090; Heng-Chao Li 001; Aleksandra Pizurica; Jun Li 009; Antonio Plaza; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2017)

A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2017)

Spatial technology and social media in remote sensing: challenges and opportunities [point of view]. - Jun Li 009; Jón Atli Benediktsson; Bing Zhang 001; Tao Yang 009; Antonio Plaza (Proc. IEEE, 2017)

Spatial Technology and Social Media in Remote Sensing: A Survey. - Jun Li 009; Jón Atli Benediktsson; Bing Zhang 001; Tao Yang 009; Antonio Plaza (Proc. IEEE, 2017)

Spatial Technology and Social Media [Scanningthe Issue]. - Antonio Plaza; Jón Atli Benediktsson; Jun Li 009; Tao Yang 009; Bing Zhang 001 (Proc. IEEE, 2017)

Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. - Xiong Xu; Xiaohua Tong; Antonio J. Plaza; Yanfei Zhong; Huan Xie; Liangpei Zhang 001 (Remote. Sens., 2017)

Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification. - Yi Liu 017; Jun Li 009; Peijun Du; Antonio Plaza; Xiuping Jia; Xinchang Zhang 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

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

Sparse Unmixing With Dictionary Pruning for Hyperspectral Change Detection. - Alp Ertürk; Marian-Daniel Iordache; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis. - Jielian Guo; Xiong Zhou; Jun Li 009; Antonio Plaza; Saurabh Prasad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images. - Renlong Hang; Qingshan Liu 001; Yubao Sun; Xiaotong Yuan; Hucheng Pei; Javier Plaza; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units. - Luis-Ignacio Jimenez; Sergio Sánchez; Gabriel Martín; Javier Plaza; Antonio J. Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A New Cloud Computing Architecture for the Classification of Remote Sensing Data. - Victor Andres Ayma Quirita; Gilson Alexandre Ostwald Pedro da Costa; Patrick Nigri Happ; Raul Queiroz Feitosa; Rodrigo da Silva Ferreira; Dário Augusto Borges Oliveira; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment. - Xiong Xu; Xiaohua Tong; Antonio Plaza; Yanfei Zhong; Huan Xie; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification. - Lin He 001; Jun Li 009; Antonio Plaza; Yuanqing Li 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

A Novel Preunmixing Framework for Efficient Detection of Linear Mixtures in Hyperspectral Images. - Andrea Marinoni; Antonio Plaza; Paolo Gamba (IEEE Trans. Geosci. Remote. Sens., 2017)

Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis. - Behnood Rasti; Pedram Ghamisi; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2017)

Structured Sparse Coding-Based Hyperspectral Imagery Denoising With Intracluster Filtering. - Wei Wei 008; Lei Zhang 054; Chunna Tian; Antonio Plaza; Yanning Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Multisensor Coupled Spectral Unmixing for Time-Series Analysis. - Naoto Yokoya; Xiao Xiang Zhu 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2017)

Cloud implementation of the K-means algorithm for hyperspectral image analysis. - Juan Mario Haut; Mercedes Paoletti; Javier Plaza; Antonio Plaza (J. Supercomput., 2017)

Efficient implementation of morphological index for building/shadow extraction from remotely sensed images. - Luis-Ignacio Jimenez; Javier Plaza; Antonio J. Plaza (J. Supercomput., 2017)

Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products. - Juan Mario Haut; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IGARSS, 2018)

Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images. - Juan Mario Haut; Yi Liu 017; Mercedes Eugenia Paoletti; Xiong Xu; Javier Plaza; Antonio Plaza (IGARSS, 2018)

Covariance Matrix Based Feature Fusion for Scene Classification. - Nanjun He; Leyuan Fang; Shutao Li; Antonio J. Plaza (IGARSS, 2018)

An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IGARSS, 2018)

Deep Auto-Encoder Network for Hyperspectral Image Unmixing. - Yuanchao Su; Jun Li 009; Antonio Plaza; Andrea Marinoni; Paolo Gamba; Yuancheng Huang (IGARSS, 2018)

A suite of parallel algorithms for efficient band selection from hyperspectral images. - Alessandro Fontanella; Elisa Marenzi; Emanuele Torti; Giovanni Danese; Antonio Plaza; Francesco Leporati (J. Real Time Image Process., 2018)

Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza (J. Real Time Image Process., 2018)

A real-time unsupervised background extraction-based target detection method for hyperspectral imagery. - Cong Li; Lianru Gao; Yuanfeng Wu; Bing Zhang 001; Javier Plaza; Antonio Plaza (J. Real Time Image Process., 2018)

Parallel real-time virtual dimensionality estimation for hyperspectral images. - Emanuele Torti; Alessandro Fontanella; Antonio Plaza (J. Real Time Image Process., 2018)

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

Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion. - Rubén Fernández-Beltran; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IEEE Geosci. Remote. Sens. Lett., 2018)

Deep&Dense Convolutional Neural Network for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (Remote. Sens., 2018)

A Distributed Parallel Algorithm Based on Low-Rank and Sparse Representation for Anomaly Detection in Hyperspectral Images. - Yi Zhang 025; Zebin Wu 001; Jin Sun 001; Yan Zhang; Yaoqin Zhu; Jun Liu; Qitao Zang; Antonio Plaza (Sensors, 2018)

A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data. - Somdatta Chakravortty; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis. - Rubén Fernández-Beltran; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification. - Zebin Wu 001; Linlin Shi; Jun Li 009; Qicong Wang; Le Sun 002; Zhihui Wei; Javier Plaza; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis. - Changyu Zhu; Jun Li 009; Shaoquan Zhang; Changshan Wu; Bing Zhang 001; Lianru Gao; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation. - Leyuan Fang; Nanjun He; Shutao Li; Antonio J. Plaza; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation. - Xin-Ru Feng; Heng-Chao Li 001; Jun Li 009; Qian Du 001; Antonio Plaza; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2018)

Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis. - Rubén Fernández-Beltran; Antonio Plaza; Javier Plaza; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2018)

A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution. - Juan Mario Haut; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2018)

Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling. - Nanjun He; Leyuan Fang; Shutao Li; Antonio Plaza; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. - Yi Liu 017; Filipe Condessa; José M. Bioucas-Dias; Jun Li 009; Peijun Du; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Estimating Nonlinearities in p-Linear Hyperspectral Mixtures. - Andrea Marinoni; Javier Plaza; Antonio Plaza; Paolo Gamba (IEEE Trans. Geosci. Remote. Sens., 2018)

A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. - Xiong Xu; Xiaohua Tong; Antonio Plaza; Jun Li 009; Yanfei Zhong; Huan Xie; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing. - Shaoquan Zhang; Jun Li 009; Heng-Chao Li 001; Chengzhi Deng; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Spatial Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images. - Shaoquan Zhang; Jun Li 009; Zebin Wu 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

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

High-Order Self-Attention Network for Remote Sensing Scene Classification. - Nanjun He; Leyuan Fang; Yi Li; Antonio Plaza (IGARSS, 2019)

A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks. - Yunfei Li 006; Chenying Liu 001; Lin Yan 005; Jun Li 009; Antonio Plaza; Bo Li 006 (IGARSS, 2019)

Accessibility-Free Active Learning for Hyperspectral Image Classification. - Chenying Liu 001; Jun Li 009; Mercedes Eugenia Paoletti; Juan Mario Haut; Antonio Plaza; Qian Shi 001 (IGARSS, 2019)

Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio J. Plaza (IGARSS, 2019)

Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing. - Yuanchao Su; Jun Li 009; Hairong Qi 001; Paolo Gamba; Antonio Plaza; Javier Plaza (IGARSS, 2019)

Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery. - Shaoquan Zhang; Chengzhi Deng; Jun Li 009; Shengqian Wang; Fan Li; Chenguang Xu; Antonio Plaza (IGARSS, 2019)

Efficient Convolutional Neural Network for Spectral-Spatial Hyperspectral Denoising. - Alessandro Maffei; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Lorenzo Bruzzone; Antonio Plaza (WHISPERS, 2019)

Naive Gabor Networks. - Chenying Liu 001; Jun Li 009; Lin He 001; Antonio J. Plaza; Shutao Li; Bo Li 006 (CoRR, 2019)

FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images. - Cong Li; Lianru Gao; Antonio Plaza; Bing Zhang 001 (J. Real Time Image Process., 2019)

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

Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling. - Rubén Fernández-Beltran; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2019)

Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings. - Rubén Fernández-Beltran; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2019)

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

Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model. - Juan Mario Haut; Mercedes Eugenia Paoletti; Rubén Fernández-Beltran; Javier Plaza; Antonio J. Plaza; Jun Li 009 (IEEE Geosci. Remote. Sens. Lett., 2019)

Hyperspectral Image Classification Using Random Occlusion Data Augmentation. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Jun Li 009 (IEEE Geosci. Remote. Sens. Lett., 2019)

Remotely sensed big data: evolution in model development for information extraction [point of view]. - Bing Zhang 001; Zhengchao Chen; Dailiang Peng; Jón Atli Benediktsson; Bo Liu 020; Lei Zou 002; Jun Li 009; Antonio Plaza (Proc. IEEE, 2019)

Scanning the Issue. - Bing Zhang 001; Y. Zeng; Q. Wu; R. Zhang; A. B. Magoun; Zhengchao Chen; Dailiang Peng; Jón Atli Benediktsson; Bo Liu 020; Lei Zou 002; Jun Li 009; Antonio J. Plaza; et al. (Proc. IEEE, 2019)

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

HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks. - Lin He 001; Jiawei Zhu; Jun Li 009; Antonio Plaza; Jocelyn Chanussot; Bo Li 006 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Pansharpening via Detail Injection Based Convolutional Neural Networks. - Lin He 001; Yizhou Rao; Jun Li 009; Jocelyn Chanussot; Antonio Plaza; Jiawei Zhu; Bo Li 006 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing. - José Antonio Gallardo Jaramago; Mercedes Eugenia Paoletti; Juan Mario Haut; Rubén Fernández-Beltran; Antonio Plaza; Javier Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

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

Remote Sensing Image Superresolution Using Deep Residual Channel Attention. - Juan Mario Haut; Rubén Fernández-Beltran; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Cloud Deep Networks for Hyperspectral Image Analysis. - Juan Mario Haut; José Antonio Gallardo Jaramago; Mercedes Eugenia Paoletti; Gabriele Cavallaro; Javier Plaza; Antonio Plaza; Morris Riedel (IEEE Trans. Geosci. Remote. Sens., 2019)

Visual Attention-Driven Hyperspectral Image Classification. - Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Antonio Plaza; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2019)

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. - Nanjun He; Mercedes Eugenia Paoletti; Juan Mario Haut; Leyuan Fang; Shutao Li; Antonio Plaza; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Capsule Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Rubén Fernández-Beltran; Javier Plaza; Antonio Plaza; Jun Li 009; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2019)

Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Rubén Fernández-Beltran; Javier Plaza; Antonio J. Plaza; Filiberto Pla (IEEE Trans. Geosci. Remote. Sens., 2019)

DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing. - Yuanchao Su; Jun Li 009; Antonio Plaza; Andrea Marinoni; Paolo Gamba; Somdatta Chakravortty (IEEE Trans. Geosci. Remote. Sens., 2019)

An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments. - Jin Sun 001; Yi Zhang 025; Zebin Wu 001; Yaoqin Zhu; Xianliang Yin; Zhongzheng Ding; Zhihui Wei; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification. - Jie Xie 002; Nanjun He; Leyuan Fang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Subpixel Component Analysis for Hyperspectral Image Classification. - Xiang Xu 002; Jun Li 009; Shutao Li; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Adaptive Superpixel Segmentation with Fisher Vectors for Ship Detection in SAR Images. - Xueqian Wang 002; Gang Li 008; Antonio Plaza (IGARSS, 2020)

Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory. - Wen-Shuai Hu; Heng-Chao Li 001; Tian-Yu Ma; Qian Du 001; Antonio Plaza; William J. Emery (IGARSS, 2020)

Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions. - Zhenjie Liu; Jun Li 009; Javier Plaza; Antonio Plaza (IGARSS, 2020)

Training Capsnets via Active Learning for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IGARSS, 2020)

Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China. - Lin Yan 005; Yonghong Hu; Xiaoming Li 005; Jun Li 009; Yong Zhang 052; Changyong Dou; Javier Plaza; Antonio Plaza (IGARSS, 2020)

Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model. - Zhaozhao Zeng; Shi Qian; Javier Plaza; Antonio Plaza; Jun Li 009 (IGARSS, 2020)

Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing. - Shaoquan Zhang; Guorong Zhang; Chengzhi Deng; Jun Li 009; Shengqian Wang; Jun Wang 131; Antonio Plaza (IGARSS, 2020)

Hybrid first and second order attention Unet for building segmentation in remote sensing images. - Nanjun He; Leyuan Fang; Antonio Plaza (Sci. China Inf. Sci., 2020)

Spatio-temporal fusion for remote sensing data: an overview and new benchmark. - Jun Li 009; Yunfei Li 006; Lin He 001; Jin Chen 001; Antonio Plaza (Sci. China Inf. Sci., 2020)

A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks. - Yunfei Li 006; Jun Li 009; Lin He 001; Jin Chen 001; Antonio Plaza (Sci. China Inf. Sci., 2020)

Special focus on deep learning in remote sensing image processing. - Feng Xu; Cheng Hu 001; Jun Li 009; Antonio Plaza; Mihai Datcu (Sci. China Inf. Sci., 2020)

Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation. - Boxi Shen; Xiang Xu 002; Jun Li 009; Antonio Plaza; Qunying Huang (ISPRS Int. J. Geo Inf., 2020)

Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments. - Rubén Fernández-Beltran; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2020)

Neighboring Region Dropout for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2020)

Inference in Supervised Spectral Classifiers for On-Board Hyperspectral Imaging: An Overview. - Adrián Alcolea; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Resano; Antonio Plaza (Remote. Sens., 2020)

Object-Oriented Open-Pit Mine Mapping Using Gaofen-2 Satellite Image and Convolutional Neural Network, for the Yuzhou City, China. - Tao Chen 004; Naixun Hu; Ruiqing Niu; Na Zhen; Antonio Plaza (Remote. Sens., 2020)

High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery. - Jian Kang 005; Rubén Fernández-Beltran; Zhen Ye; Xiaohua Tong; Pedram Ghamisi; Antonio Plaza (Remote. Sens., 2020)

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

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

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

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza (Remote. Sens., 2020)

A New Method for Positional Accuracy Analysis in Georeferenced Satellite Images without Independent Ground Control Points. - Miguel Sánchez; Aurora Cuartero; Manuel Barrena; Antonio Plaza (Remote. Sens., 2020)

Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening. - Lin He 001; Jiawei Zhu; Jun Li 009; Deyu Meng; Jocelyn Chanussot; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Deep Hashing Based on Class-Discriminated Neighborhood Embedding. - Jian Kang 005; Rubén Fernández-Beltran; Zhen Ye; Xiaohua Tong; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Entropy-Based Convex Set Optimization for Spatial-Spectral Endmember Extraction From Hyperspectral Images. - Dharambhai Shah; Tanish Zaveri; Yogesh N. Trivedi; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Xiang Xu 002; Jun Li 009; Shutao Li; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization. - Jian Kang 005; Rubén Fernández-Beltran; Zhen Ye; Xiaohua Tong; Pedram Ghamisi; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval. - Peng Li 035; Lirong Han; Xuanwen Tao; Xiaoyu Zhang 002; Christos Grecos; Antonio Plaza; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

A Single Model CNN for Hyperspectral Image Denoising. - Alessandro Maffei; Juan Mario Haut; Mercedes Eugenia Paoletti; Javier Plaza; Lorenzo Bruzzone; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Neural Ordinary Differential Equations for Hyperspectral Image Classification. - Mercedes Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Simultaneously Counting and Extracting Endmembers in a Hyperspectral Image Based on Divergent Subsets. - Xuanwen Tao; Tingwei Cui; Antonio Plaza; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Anomaly Detection Using Dual Window Density. - Bing Tu; Xianchang Yang; Chengle Zhou; Danbing He; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Classification With Noisy Label Detection via Superpixel-to-Pixel Weighting Distance. - Bing Tu; Chengle Zhou; Danbing He; Siyuan Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Generalized Morphological Component Analysis for Hyperspectral Unmixing. - Xiang Xu 002; Jun Li 009; Shutao Li; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2020)

Scalable recurrent neural network for hyperspectral image classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (J. Supercomput., 2020)

Skip-Connected Covariance Network for Remote Sensing Scene Classification. - Nanjun He; Leyuan Fang; Shutao Li; Javier Plaza; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2020)

Robust Deep Metric Learning for Remote Sensing Images with Noisy Annotations. - Jian Kang 005; Rubén Fernández-Beltran; Puhong Duan; Xudong Kang; Antonio Plaza (IGARSS, 2021)

Generalized Scalable Neighborhood Component Analysis for Single and Multi-Label Remote Sensing Image Characterization. - Jian Kang 005; Rubén Fernández-Beltran; Antonio Plaza (IGARSS, 2021)

Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event. - Zhenjie Liu; Jun Li 009; Javier Plaza; Antonio Plaza (IGARSS, 2021)

An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing. - Antonio Plaza; Jun Li 009; Mário A. T. Figueiredo (IGARSS, 2021)

Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images. - Xuanwen Tao; Lirong Han; Mercedes Eugenia Paoletti; Swalpa Kumar Roy; Javier Plaza; Juan Mario Haut; Antonio Plaza (IGARSS, 2021)

A New Max-Min Convolutional Network for Hyperspectral Image Classification. - Swalpa Kumar Roy; Mercedes Eugenia Paoletti; Juan Mario Haut; Eligius M. T. Hendrix; Antonio Plaza (WHISPERS, 2021)

AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. - Swalpa Kumar Roy; Mercedes Eugenia Paoletti; Juan Mario Haut; Shiv Ram Dubey; Purbayan Kar; Antonio Plaza; Bidyut B. Chaudhuri (CoRR, 2021)

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification. - Wen-Shuai Hu; Heng-Chao Li 001; Yang-Jun Deng; Xian Sun; Qian Du 001; Antonio Plaza (IEEE J. Sel. Top. Signal Process., 2021)

Multibranch Selective Kernel Networks for Hyperspectral Image Classification. - Tayeb Alipourfard; Mercedes Eugenia Paoletti; Juan Mario Haut; Hossein Arefi; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing. - Rubén Fernández-Beltran; Begüm Demir; Filiberto Pla; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. - Mercedes Eugenia Paoletti; Juan Mario Haut; Pedram Ghamisi; Naoto Yokoya; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2021)

Distributed Deep Learning for Remote Sensing Data Interpretation. - Juan Mario Haut; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Javier Plaza; Juan-Antonio Rico-Gallego; Antonio Plaza (Proc. IEEE, 2021)

Endmember Estimation with Maximum Distance Analysis. - Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio Plaza (Remote. Sens., 2021)

A Parallel Unmixing-Based Content Retrieval System for Distributed Hyperspectral Imagery Repository on Cloud Computing Platforms. - Peng Zheng; Zebin Wu 001; Jin Sun 001; Yi Zhang 025; Yaoqin Zhu; Yuan Shen; Jiandong Yang; Zhihui Wei; Antonio Plaza (Remote. Sens., 2021)

Landslide Detection Using Densely Connected Convolutional Networks and Environmental Conditions. - Haojie Cai; Tao Chen 004; Ruiqing Niu; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions. - Rubén Fernández-Beltran; Filiberto Pla; Jian Kang 005; José F. Moreno; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Recognition and Mapping of Landslide Using a Fully Convolutional DenseNet and Influencing Factors. - Xiao Gao; Tao Chen 004; Ruiqing Niu; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images With Label Noise. - Jian Kang 005; Rubén Fernández-Beltran; Xudong Kang; Jingen Ni; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation. - Jian Kang 005; Zhirui Wang; Ruoxin Zhu; Xian Sun; Rubén Fernández-Beltran; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Semisupervised Discriminative Random Field for Hyperspectral Image Classification. - Bingkun Liang; Chenying Liu 001; Jun Li 009; Antonio Plaza; José M. Bioucas-Dias (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Landslide Detection Mapping Employing CNN, ResNet, and DenseNet in the Three Gorges Reservoir, China. - Tong Liu; Tao Chen 004; Ruiqing Niu; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Analysis of Remotely Sensed Images Through Social Media. - Alejandro Redondo; Juan Mario Haut; Mercedes Eugenia Paoletti; Xuanwen Tao; Javier Plaza; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Morphological Convolutional Neural Networks for Hyperspectral Image Classification. - Swalpa Kumar Roy; Ranjan Mondal; Mercedes Eugenia Paoletti; Juan Mario Haut; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Hyperspectral Unmixing Based on Spectral and Sparse Deep Convolutional Neural Networks. - Lulu Wan; Tao Chen 004; Antonio Plaza; Haojie Cai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Adaptive Superpixel Segmentation of Marine SAR Images by Aggregating Fisher Vectors. - Xueqian Wang 002; You He; Gang Li 008; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Structure-Aware Multikernel Learning for Hyperspectral Image Classification. - Chengle Zhou; Bing Tu; Nanying Li; Wei He 021; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures. - Zebin Wu 001; Jin Sun 001; Yi Zhang 025; Yaoqin Zhu; Jun Li 009; Antonio Plaza; Jón Atli Benediktsson; Zhihui Wei (IEEE Trans. Cybern., 2021)

Graph Convolutional Networks for Hyperspectral Image Classification. - Danfeng Hong; Lianru Gao; Jing Yao 002; Bing Zhang 001; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2021)

Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images With Label Noise. - Jian Kang 005; Rubén Fernández-Beltran; Puhong Duan; Xudong Kang; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. - Jian Kang 005; Rubén Fernández-Beltran; Puhong Duan; Sicong Liu 001; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval. - Jian Kang 005; Rubén Fernández-Beltran; Danfeng Hong; Jocelyn Chanussot; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media. - Zhenjie Liu; Qiang Qiu; Jun Li 009; Lizhe Wang 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Ghostnet for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Nuno S. Pereira; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Juan Mario Haut; Xuanwen Tao; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing. - Yuanchao Su; Xiang Xu 002; Jun Li 009; Hairong Qi 001; Paolo Gamba; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2021)

Ship Detection in SAR Images via Enhanced Nonnegative Sparse Locality-Representation of Fisher Vectors. - Xueqian Wang 002; Gang Li 008; Antonio Plaza; You He (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep mixed precision for hyperspectral image classification. - Mercedes Eugenia Paoletti; Xuanwen Tao; Juan Mario Haut; Sergio Moreno-Álvarez; Antonio Plaza (J. Supercomput., 2021)

Naive Gabor Networks for Hyperspectral Image Classification. - Chenying Liu 001; Jun Li 009; Lin He 001; Antonio Plaza; Shutao Li; Bo Li 006 (IEEE Trans. Neural Networks Learn. Syst., 2021)

A Noise Proof Strategy for Spatio-Temporal Fusion of Remote Sensing Imagery. - Yunfei Li 006; Jun Li 009; Antonio Plaza (IGARSS, 2022)

A New 3D Convolution Network for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Zhaoyue Wu; Luis Ignacio Jiménez Gil; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio J. Plaza (IGARSS, 2022)

Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation. - Zhaoyue Wu; Hongjun Su; Xuanwen Tao; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio J. Plaza (IGARSS, 2022)

A hybrid ensemble-based deep-learning framework for landslide susceptibility mapping. - Liang Lv; Tao Chen 004; Jie Dou; Antonio Plaza (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. - Heng-Chao Li 001; Wen-Shuai Hu; Wei Li 032; Jun Li 009; Qian Du 001; Antonio Plaza (CoRR, 2022)

Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives. - Jun Yue; Leyuan Fang; Pedram Ghamisi; Weiying Xie; Jun Li 009; Jocelyn Chanussot; Antonio J. Plaza (CoRR, 2022)

Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. - Jian Kang 005; Rubén Fernández-Beltran; Sicong Liu 001; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Efficient Semantic Segmentation of Hyperspectral Images Using Adaptable Rectangular Convolution. - Jose L. García; Mercedes Eugenia Paoletti; Luis-Ignacio Jimenez; Juan Mario Haut; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

GPU-Friendly Neural Networks for Remote Sensing Scene Classification. - Juan Mario Haut; Adrián Alcolea; Mercedes Eugenia Paoletti; Javier Plaza; Javier Resano; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Deep Learning-Based Building Footprint Extraction With Missing Annotations. - Jian Kang 005; Rubén Fernández-Beltran; Xian Sun; Jingen Ni; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images. - Mercedes Paoletti; Juan Mario Haut; Tayeb Alipourfard; Swalpa Kumar Roy; Eligius M. T. Hendrix; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Endmember Estimation From Hyperspectral Images Using Geometric Distances. - Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Lirong Han; Peng Ren 001; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

Image Segmentation Using Deep Learning: A Survey. - Shervin Minaee; Yuri Boykov; Fatih Porikli; Antonio Plaza; Nasser Kehtarnavaz; Demetri Terzopoulos (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Optimized Spatial Gradient Transfer for Hyperspectral-LiDAR Data Classification. - Bing Tu; Yu Zhu; Chengle Zhou; Siyuan Chen; Antonio Plaza (Remote. Sens., 2022)

A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images. - Tao Chen 004; Zhiyuan Lu; Yue Yang; Yuxiang Zhang 001; Bo Du 001; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Open-Pit Mine Area Mapping With Gaofen-2 Satellite Images Using U-Net+. - Tao Chen 004; Xiaoxiong Zheng; Ruiqing Niu; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. - Xin-Ru Feng; Heng-Chao Li 001; Rui Wang 090; Qian Du 001; Xiuping Jia; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization. - Yunfei Li 006; Qian Shi 001; Lin He 001; Runlin Cai; Liangli Meng; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Automatic Detection of Aquatic Weeds: A Case Study in the Guadiana River, Spain. - Elena Cristina Rodríguez-Garlito; Abel Paz-Gallardo; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A New Deep Convolutional Network for Effective Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Zhaoyue Wu; Peng Ren 001; Javier Plaza; Antonio Plaza; Juan Mario Haut (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hyperspectral Classification via Global-Local Hierarchical Weighting Fusion Network. - Bing Tu; Wangquan He; Wei He 021; Xianfeng Ou; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Multi-resolution Pyramid Enhanced Non-local Feature Extraction for Hyperspectral Classification. - Bing Tu; Xiaolong Liao; Qianming Li; Chengle Zhou; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution. - Lin He 001; Jiawei Zhu; Jun Li 009; Antonio Plaza; Jocelyn Chanussot; Zhuliang Yu (IEEE Trans. Geosci. Remote. Sens., 2022)

Superpixel-Based Collaborative and Low-Rank Regularization for Sparse Hyperspectral Unmixing. - Tao Chen 004; Yang Liu; Yuxiang Zhang 001; Bo Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

DRFL-VAT: Deep Representative Feature Learning With Virtual Adversarial Training for Semisupervised Classification of Hyperspectral Image. - Jialong Chen; Yuebin Wang; Liqiang Zhang 001; Meiling Liu; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Hashing for Localization (HfL): A Baseline for Fast Localizing Objects in a Large-Scale Scene. - Lirong Han; Peng Li 035; Antonio Plaza; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening. - Lin He 001; Jinhua Xie; Jun Li 009; Antonio Plaza; Jocelyn Chanussot; Jiawei Zhu (IEEE Trans. Geosci. Remote. Sens., 2022)

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers. - Danfeng Hong; Zhu Han 002; Jing Yao 002; Lianru Gao; Bing Zhang 001; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification. - Wen-Shuai Hu; Heng-Chao Li 001; Rui Wang 090; Feng Gao 005; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Rotation-Invariant Deep Embedding for Remote Sensing Images. - Jian Kang 005; Rubén Fernández-Beltran; Zhirui Wang; Xian Sun; Jingen Ni; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. - Jian Kang 005; Zhirui Wang; Ruoxin Zhu; Junshi Xia; Xian Sun; Rubén Fernández-Beltran; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing. - Heng-Chao Li 001; Xin-Ru Feng; Donghai Zhai; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Enhanced Spatiotemporal Fusion via MODIS-Like Images. - Jun Li 009; Yunfei Li 006; Runlin Cai; Lin He 001; Jin Chen 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

MO-CNN: Multiobjective Optimization of Convolutional Neural Networks for Hyperspectral Image Classification. - Xiaobo Liu 001; Xin Gong; Antonio Plaza; Zhihua Cai; Xiao Xiao; Xinwei Jiang; Xiang Li 070 (IEEE Trans. Geosci. Remote. Sens., 2022)

DFLLR: Deep Feature Learning With Latent Relationship Embedding for Remote Sensing Image Retrieval. - Li Liu 055; Yuebin Wang; Junhuan Peng; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Moving Ship Optimal Association for Maritime Surveillance: Fusing AIS and Sentinel-2 Data. - Zhenjie Liu; Jianming Xu; Jun Li 009; Antonio Plaza; Shaoquan Zhang; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Lightweight Tensorized Neural Networks for Hyperspectral Image Classification. - Tian-Yu Ma; Heng-Chao Li 001; Rui Wang 090; Qian Du 001; Xiuping Jia; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization. - Shaohui Mei; Xiaofeng Chen; Yifan Zhang 006; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. - Swalpa Kumar Roy; Ankur Deria; Danfeng Hong; Muhammad Ahmad; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. - Swalpa Kumar Roy; Juan Mario Haut; Mercedes Eugenia Paoletti; Shiv Ram Dubey; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution. - Swalpa Kumar Roy; Purbayan Kar; Danfeng Hong; Xin Wu 001; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Yifang Ban; Xutao Li; Bowen Zhang 005; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast Orthogonal Projection for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification. - Bing Tu; Xiaolong Liao; Qianming Li; Yishu Peng; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Anomaly Detection Using the Spectral-Spatial Graph. - Bing Tu; Zhi Wang 022; Huiting Ouyang; Xianchang Yang; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Ensemble Entropy Metric for Hyperspectral Anomaly Detection. - Bing Tu; Xianchang Yang; Xianfeng Ou; Guoyun Zhang; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Ship Detection in SAR Images by Aggregating Densities of Fisher Vectors: Extension to a Global Perspective. - Xueqian Wang 002; Gang Li 008; Antonio Plaza; You He (IEEE Trans. Geosci. Remote. Sens., 2022)

Revisiting SLIC: Fast Superpixel Segmentation of Marine SAR Images Using Density Features. - Xueqian Wang 002; Gang Li 008; Antonio Plaza; You He (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Anomaly Detection With Relaxed Collaborative Representation. - Zhaoyue Wu; Hongjun Su; Xuanwen Tao; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization. - Shaoquan Zhang; Guorong Zhang; Fan Li; Chengzhi Deng; Shengqian Wang; Antonio Plaza; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2022)

DS4L: Deep Semisupervised Shared Subspace Learning for Hyperspectral Image Classification. - Xudong Zhao; Li Liu 055; Yuebin Wang; Liqiang Zhang 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Learning Orientation Information From Frequency-Domain for Oriented Object Detection in Remote Sensing Images. - Shangdong Zheng; Zebin Wu 001; Yang Xu 006; Zhihui Wei; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Anomaly Detection Using Quantum Potential Clustering. - Bing Tu; Zhi Wang 022; Xianchang Yang; Jun Li 009; Antonio Plaza (IEEE Trans. Instrum. Meas., 2022)

Multiattribute Sample Learning for Hyperspectral Image Classification Using Hierarchical Peak Attribute Propagation. - Bing Tu; Chengle Zhou; Wenlan Kuang; Siyuan Chen; Antonio Plaza (IEEE Trans. Instrum. Meas., 2022)

A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. - Heng-Chao Li 001; Wen-Shuai Hu; Wei Li 032; Jun Li 009; Qian Du 001; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2022)

Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration. - Jun Hu; Shanshan Wu; Zebin Wu 001; Yi Zhang 025; Javier Plaza; Antonio Plaza (IGARSS, 2023)

Deep Unrolling Network with Active Dictionary Learning for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Rafael Pastor Vargas; Antonio Plaza (WHISPERS, 2023)

SpectralGPT: Spectral Foundation Model. - Danfeng Hong; Bing Zhang 001; Xuyang Li; Yuxuan Li; Chenyu Li 002; Jing Yao 002; Naoto Yokoya; Hao Li 019; Pedram Ghamisi; Xiuping Jia; Antonio Plaza; Paolo Gamba; et al. (CoRR, 2023)

Central Cohesion Gradual Hashing for Remote Sensing Image Retrieval. - Lirong Han; Mercedes Eugenia Paoletti; Xuanwen Tao; Zhaoyue Wu; Juan Mario Haut; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2023)

Mapping the Accumulation of Invasive Aquatic Plants in the Guadiana River, Spain, Using Multitemporal Remote Sensing. - Elena Cristina Rodríguez-Garlito; Abel Paz-Gallardo; Antonio J. Plaza (IEEE Geosci. Remote. Sens. Lett., 2023)

Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion. - Peng Zheng; Jin Sun 001; Yang Xu 006; Yi Zhang 025; Zhihui Wei; Javier Plaza; Antonio Plaza; Zebin Wu 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

A Cluster-Analysis and Convex Hull-Based Fast Large-Scale Phase Unwrapping Method for Single- and Multibaseline SAR Interferograms. - Yang Lan; Hanwen Yu; Mengdao Xing; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Monitoring the Spatiotemporal Distribution of Invasive Aquatic Plants in the Guadiana River, Spain. - Elena Cristina Rodríguez-Garlito; Abel Paz-Gallardo; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Mapping Invasive Aquatic Plants in Sentinel-2 Images Using Convolutional Neural Networks Trained With Spectral Indices. - Elena Cristina Rodríguez-Garlito; Abel Paz-Gallardo; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. - Emanuele Torti; Elisa Marenzi; Giovanni Danese; Antonio J. Plaza; Francesco Leporati (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. - Yang-Jun Deng; Heng-Chao Li 001; Siqiao Tan; Junhui Hou; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

BS3LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection. - Lianru Gao; Degang Wang; Lina Zhuang; Xu Sun 005; Min Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

VSP-Based Warping for Stitching Many UAV Images. - Lin He 001; Xinyi Li; Xinguo He; Jun Li 009; Shuang Song 012; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Dynamic Hyperspectral Pansharpening CNNs. - Lin He 001; Dahan Xi; Jun Li 009; Honghao Lai; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification. - Heng-Chao Li 001; Zhi-Xin Lin; Tian-Yu Ma; Xi-Le Zhao; Antonio Plaza; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2023)

Local Spectral Similarity-Guided Sparse Unmixing of Hyperspectral Images With Spatial Graph Regularization. - Bingkun Liang; Fan Li; Shaoquan Zhang; Antonio Plaza; Chengzhi Deng; Pengfei Lai; Jiajun Zheng; Shengqian Wang; Dingli Su (IEEE Trans. Geosci. Remote. Sens., 2023)

Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs. - Lianhui Liang; Ying Zhang 063; Shaoquan Zhang; Jun Li 009; Antonio Plaza; Xudong Kang (IEEE Trans. Geosci. Remote. Sens., 2023)

Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification. - Xiaolong Liao; Bing Tu; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening. - Xiaobo Liu 001; Xiang Li 070; Haoran Dai; Xudong Kang; Antonio Plaza; Wenjie Zu (IEEE Trans. Geosci. Remote. Sens., 2023)

Spectral-Spatial and Superpixelwise Unsupervised Linear Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Images. - Pengyu Lu; Xinwei Jiang; Yongshan Zhang; Xiaobo Liu 001; Zhihua Cai; Junjun Jiang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

AAtt-CNN: Automatic Attention-Based Convolutional Neural Networks for Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Yu Xue 003; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. - Mercedes Eugenia Paoletti; Xuanwen Tao; Lirong Han; Zhaoyue Wu; Sergio Moreno-Álvarez; Swalpa Kumar Roy; Antonio Plaza; Juan Mario Haut (IEEE Trans. Geosci. Remote. Sens., 2023)

Multimodal Fusion Transformer for Remote Sensing Image Classification. - Swalpa Kumar Roy; Ankur Deria; Danfeng Hong; Behnood Rasti; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2023)

Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. - Swalpa Kumar Roy; Ankur Deria; Chiranjibi Shah; Juan Mario Haut; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

ACGT-Net: Adaptive Cuckoo Refinement-Based Graph Transfer Network for Hyperspectral Image Classification. - Yuanchao Su; Jiangyi Chen; Lianru Gao; Antonio Plaza; Mengying Jiang; Xiang Xu 002; Xu Sun 005; Pengfei Li 010 (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-View Object Geo-Localization in a Local Region With Satellite Imagery. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Shanshan Feng 001; Xutao Li; Chuyao Luo; Puzhao Zhang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Xutao Li; Zhenyu Xiong; Xu Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

A New Context-Aware Framework for Defending Against Adversarial Attacks in Hyperspectral Image Classification. - Bing Tu; Wangquan He; Qianming Li; Yishu Peng; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

PDBSNet: Pixel-Shuffle Downsampling Blind-Spot Reconstruction Network for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Min Huang; Antonio J. Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

BockNet: Blind-Block Reconstruction Network With a Guard Window for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Min Huang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Mercedes Eugenia Paoletti; Hongjun Su; Xuanwen Tao; Lirong Han; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification. - Zhuoyi Zhao; Xiang Xu 002; Jun Li 009; Shutao Li; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks. - Lianhui Liang; Shaoquan Zhang; Jun Li 009; Antonio Plaza; Zhi Cui (Remote. Sens., 2023)

MFE-ResNet: A new extraction framework for land cover characterization in mining areas. - Chen Wang 026; Tao Chen 004; Antonio Plaza (Future Gener. Comput. Syst., 2023)

CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images. - Yunchang Wang; Jiang Cai; Junlong Zhou; Jin Sun 001; Yang Xu 006; Yi Zhang 025; Zhihui Wei; Javier Plaza; Antonio Plaza; Zebin Wu 001 (Remote. Sens., 2023)

NSCKL: Normalized Spectral Clustering With Kernel-Based Learning for Semisupervised Hyperspectral Image Classification. - Yuanchao Su; Lianru Gao; Mengying Jiang; Antonio Plaza; Xu Sun 005; Bing Zhang 001 (IEEE Trans. Cybern., 2023)

Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection. - Chengle Zhou; Qian Shi 001; Da He; Bing Tu; Haoyang Li; Antonio Plaza (CAAI Trans. Intell. Technol., 2023)

Hyperspectral Pansharpening: Review and Future Perspectives. - Matteo Ciotola; Giuseppe Guarino; Gemine Vivone; Jocelyn Chanussot; Antonio Plaza; Giuseppe Scarpa (IGARSS, 2024)

Deep Robust Hashing Using Self-Distillation for Remote Sensing Image Retrieval. - Lirong Han; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Juan Mario Haut; Antonio J. Plaza (IGARSS, 2024)

Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event. - Zhenjie Liu; Yong Deng; Jun Li 009; Javier Plaza; Antonio Plaza (IGARSS, 2024)

Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training. - Chengyang Zhang; Weiming Li; Gang Li 008; Huina Song; Zhaohui Song; Xueqian Wang 002; Antonio Plaza (CoRR, 2024)

Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives. - Matteo Ciotola; Giuseppe Guarino; Gemine Vivone; Giovanni Poggi; Jocelyn Chanussot; Antonio Plaza; Giuseppe Scarpa (CoRR, 2024)

Advancements in remote sensing for invasive plant mapping along the Guadiana River: The role of CNN2D. - Elena Cristina Rodríguez-Garlito; Abel Paz-Gallardo; Antonio Plaza (Future Gener. Comput. Syst., 2024)

Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification. - Ying Zhang 063; Lianhui Liang; Jun Li 009; Antonio Plaza; Xudong Kang; Jianxu Mao; Yaonan Wang 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

DSFC-AE: A New Hyperspectral Unmixing Method Based on Deep Shared Fully Connected Autoencoder. - Hao Chen 011; Tao Chen 004; Yuxiang Zhang 001; Bo Du 001; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

BisDeNet: A New Lightweight Deep Learning-Based Framework for Efficient Landslide Detection. - Tao Chen 004; Xiao Gao; Gang Liu 005; Chen Wang 026; Zeyang Zhao; Jie Dou; Ruiqing Niu; Antonio J. Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

LCFSTE: Landslide Conditioning Factors and Swin Transformer Ensemble for Landslide Susceptibility Assessment. - Tao Chen 004; Qingye Wang; Zeyang Zhao; Gang Liu 005; Jie Dou; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Tree-Structured Neural Network for Hyperspectral Pansharpening. - Lin He 001; Hanghui Ye; Dahan Xi; Jun Li 009; Antonio Plaza; Mei Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Coupling Analysis Between Ecological Environment Change and Urbanization Process in the Middle Reaches of Yangtze River Urban Agglomeration, China. - Can Li; Tao Chen 004; Kun Jia 002; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Joint Grid-Based Attention and Multilevel Feature Fusion for Landslide Recognition. - Xinran Li; Tao Chen 004; Gang Liu 005; Jie Dou; Ruiqing Niu; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection. - Zhenjie Liu; Jun Li 009; Lizhe Wang 001; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Spatial and Temporal Change Monitoring of Wetland Urban Ecology Based on a Remote Sensing Ecological Index Considering Full Elements. - Jiao Pan; Ziwei Wang; Tao Chen 004; Kun Jia 002; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Landslide Susceptibility Mapping Considering Landslide Local-Global Features Based on CNN and Transformer. - Zeyang Zhao; Tao Chen 004; Jie Dou; Gang Liu 005; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images. - Lirong Han; Mercedes Eugenia Paoletti; Sergio Moreno-Álvarez; Juan Mario Haut; Rafael Pastor 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Hash-Based Remote Sensing Image Retrieval. - Lirong Han; Mercedes Eugenia Paoletti; Xuanwen Tao; Zhaoyue Wu; Juan Mario Haut; Peng Li 035; Rafael Pastor 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening. - Lin He 001; Zhou Fang; Jun Li 009; Jocelyn Chanussot; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification. - Yan He; Bing Tu; Puzhao Jiang; Bo Liu 020; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Hybrid Multiscale Spatial-Spectral Transformer for Hyperspectral Image Classification. - Yan He; Bing Tu; Bo Liu 020; Yunyun Chen; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification. - Yan He; Bing Tu; Bo Liu 020; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Image Classification via Multiscale Multiangle Attention Network. - Jianghong Hu; Bing Tu; Qi Ren; Xiaolong Liao; Zhaolou Cao; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification. - Mengying Jiang; Yuanchao Su; Lianru Gao; Antonio Plaza; Xi-Le Zhao; Xu Sun 005; Guizhong Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

Interpretable Networks for Hyperspectral Anomaly Detection: A Deep Unfolding Solution. - Chenyu Li 002; Bing Zhang 001; Danfeng Hong; Jing Yao 002; Xiuping Jia; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2024)

Optimal Transport Under Land Cover Information Constraints: Fusing Heterogeneous SAR Imagery and Social Media Data. - Zhenjie Liu; Jun Li 009; Lizhe Wang 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel. - Yushan Pan; Yang Xu 006; Zebin Wu 001; Zhihui Wei; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

DAAN: A Deep Autoencoder-Based Augmented Network for Blind Multilinear Hyperspectral Unmixing. - Yuanchao Su; Zhiqing Zhu; Lianru Gao; Antonio Plaza; Pengfei Li 010; Xu Sun 005; Xiang Xu 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Yifang Ban; Sebastian Hafner; Xutao Li; Chuyao Luo; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing. - Xuanwen Tao; Bikram Koirala; Antonio Plaza; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2024)

An Abundance-Guided Attention Network for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Zhaoyue Wu; Juan Mario Haut; Peng Ren 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Cloud-Edge Selective Background Energy Constrained Filter for Real-Time Hyperspectral Target Detection. - Yunchang Wang; Jin Sun 001; Zhihui Wei; Javier Plaza; Antonio Plaza; Zebin Wu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Sliding Dual-Window-Inspired Reconstruction Network for Hyperspectral Anomaly Detection. - Degang Wang; Lina Zhuang; Lianru Gao; Xu Sun 005; Xiaobin Zhao; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection. - Zhaoyue Wu; Mercedes Eugenia Paoletti; Hongjun Su; Pan Zheng; Zhong Zhang; Juan Mario Haut; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images. - Yue Yang; Tao Chen 004; Tao Lei; Bo Du 001; Asoke K. Nandi; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. - Jin-Yu Yang; Heng-Chao Li 001; Jing-Hua Yang; Lei Pan 003; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

dSPG: A New Discriminant Superpixel Graph Regularizer and Convolutional Network for Hyperspectral Image Classification. - Long Yu; Jun Li 009; Lin He 001; Antonio Plaza; Lizhe Wang 001; Zhonghui Tang; Li Zhuo 002; Yuchen Yuan (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Image Change Detection Based on Gated Spectral-Spatial-Temporal Attention Network With Spectral Similarity Filtering. - Haoyang Yu 001; Hao Yang; Lianru Gao; Jiaochan Hu; Antonio Plaza; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network. - Zhuoyi Zhao; Xiang Xu 002; Shutao Li; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition. - Peng Zheng; Zebin Wu 001; Yang Xu 006; Jin Sun 001; Fei Ye; Chuan Qin; Zhihui Wei; Javier Plaza; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos. - Chengle Zhou; Zhi He; Anjun Lou; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Anomaly Detection via Anchor Generation. - Yang Mi; Bing Tu; Yunyun Chen; Zhaolou Cao; Antonio Plaza (IEEE Trans. Instrum. Meas., 2024)

End-to-End Convolutional Network and Spectral-Spatial Transformer Architecture for Hyperspectral Image Classification. - Shiping Li; Lianhui Liang; Shaoquan Zhang; Ying Zhang 063; Antonio Plaza; Xuehua Wang (Remote. Sens., 2024)

NCGLF2: Network combining global and local features for fusion of multisource remote sensing data. - Bing Tu; Qi Ren; Jun Li 009; Zhaolou Cao; Yunyun Chen; Antonio Plaza (Inf. Fusion, 2024)

Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis. - Bing Tu; Xianchang Yang; Wei He 021; Jun Li 009; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2024)

SpectralGPT: Spectral Remote Sensing Foundation Model. - Danfeng Hong; Bing Zhang 001; Xuyang Li; Yuxuan Li; Chenyu Li 002; Jing Yao 002; Naoto Yokoya; Hao Li 019; Pedram Ghamisi; Xiuping Jia; Antonio Plaza; Paolo Gamba; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection. - Xianchang Yang; Bing Tu; Qianming Li; Jun Li 009; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2024)

HSACT: A hierarchical semantic-aware CNN-Transformer for remote sensing image spectral super-resolution. - Chengle Zhou; Zhi He; Liwei Zou; Yunfei Li 006; Antonio Plaza (Neurocomputing, 2025)

Two-Level Semantic-Driven Diffusion Based Hyperspectral Pansharpening. - Lin He 001; Wenrui Liang; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Hybrid Tunnel Entrance Detection via Multiple Morphological Component-Based Texture Enhancement. - Heng Huang; Jia Chen; Tao Chen 004; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping. - Heng Huang; Yan Yu; Tao Chen 004; Naoto Yokoya; Jun Li 009; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Uncovering the Tradeoffs and Synergies of Ecosystem Services in Mining Landscapes: Spatiotemporal and Factor Detection Perspective. - Jiao Pan; Tao Chen 004; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Spatiotemporal Change Detection of Ecological Quality and the Associated Influencing Factors in Yuzhou Mining Area With RSEIFE. - Jiao Pan; Ziwei Wang; Tao Chen 004; Kun Jia 002; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

A Selective Semantic Transformer for Spectral Super-Resolution of Multispectral Imagery. - Chengle Zhou; Zhi He; Guanglin Lai; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation. - Youran Ge; Lirong Han; Mercedes Eugenia Paoletti; Juan Mario Haut; Gangrong Qu; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Arbitrary-Resolution Hyperspectral Pansharpening Neural Operators. - Lin He 001; Zhou Fang; Jun Li 009; Hanghui Ye; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Classification of Multisource Remote Sensing Data Using Slice Mamba. - Yan He; Bing Tu; Puzhao Jiang; Bo Liu 020; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification. - Yan He; Bing Tu; Bo Liu 020; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Transformer-Ensemble-Based Implicit Spectral-Spatial Functions for Arbitrary-Resolution Hyperspectral Pansharpening. - Lin He 001; Hanghui Ye; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Self-Supervised Graph Masked Autoencoders for Hyperspectral Image Classification. - Zhenghao Hu; Bing Tu; Bo Liu 020; Yan He; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

IED-GCN: An Internal and External Decoupled Graph Convolutional Network for Landslide Susceptibility Assessment. - Yuchen Li; Tao Chen 004; Liang Lv; Ruiqing Niu; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Adaptive Feature Self-Attention in Spiking Neural Networks for Hyperspectral Classification. - Heng Li; Bing Tu; Bo Liu 020; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Spatial-Frequency Domain Transformation for Infrared Small Target Detection. - Yuhao Liu; Bing Tu; Bo Liu 020; Yan He; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

A Comparative Study of Model Interpretability Considering the Decision Differentiation of Landslide Susceptibility Models. - Liang Lv; Tao Chen 004; Gang Liu 005; Jie Dou; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Hyperspectral Image Classification With Mamba. - Zhaojie Pan; Chenyu Li 002; Antonio Plaza; Jocelyn Chanussot; Danfeng Hong (IEEE Trans. Geosci. Remote. Sens., 2025)

A Spectral-Spatial Attention Network for Hyperspectral Unmixing. - Xuanwen Tao; Bikram Koirala; Behnood Rasti; Antonio Plaza; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2025)

Hyperspectral and Multispectral Image Fusion for Remotely Sensed Target Detection: A New Cloud-Edge Collaborative Approach. - Zebin Wu 001; Chenxin Liu; Jin Sun 001; Jun Hu; Zhihui Wei; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Hyperspectral Image Classification via Neighborhood Adaptive Graph Isomorphism Network. - Jian Zhang; Bing Tu; Bo Liu 020; Jun Li 009; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Wavelet Decomposition-Based Spectral-Spatial Mamba Network for Hyperspectral Image Classification. - Huarun Zhang; Xiang Xu 002; Shutao Li; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Low-Rank and Sparse Representation Meet Deep Unfolding: A New Interpretable Network for Hyperspectral Change Detection. - Chengle Zhou; Zhi He; Jian Dong; Yunfei Li 006; Jinchang Ren; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)

Sparse Unmixing of Hyperspectral Images With Noise Reduction Using Spatial Filtering. - Shaoquan Zhang; Jiajun Zheng; Pengfei Lai; Fan Li; Lianhui Liang; Antonio Plaza; Chengzhi Deng; Shengqian Wang (IEEE Trans. Instrum. Meas., 2025)

SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping. - Yun-Cheng Li; Sen Lei; Yi-Tao Zhao; Heng-Chao Li 001; Jun Li 009; Antonio Plaza (CoRR, 2025)

Learning Disentangled Priors for Hyperspectral Anomaly Detection: A Coupling Model-Driven and Data-Driven Paradigm. - Chenyu Li 002; Bing Zhang 001; Danfeng Hong; Xiuping Jia; Antonio Plaza; Jocelyn Chanussot (IEEE Trans. Neural Networks Learn. Syst., 2025)

Anomaly Detection in Hyperspectral Images Using Adaptive Graph Frequency Location. - Bing Tu; Xianchang Yang; Baoliang He; Yunyun Chen; Jun Li 009; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2025)

Hyperspectral Imaging. - Danfeng Hong; Chenyu Li 002; Naoto Yokoya; Bing Zhang 001; Xiuping Jia; Antonio Plaza; Paolo Gamba; Jón Atli Benediktsson; Jocelyn Chanussot (CoRR, 2025)

Fully Tensorized Lightweight ConvLSTM Neural Networks for Hyperspectral Image Classification. - Tian-Yu Ma; Heng-Chao Li 001; Yu-Bang Zheng; Qian Du 001; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2025)