Javier Plaza
Orcid: 0000-0002-2384-9141
According to our database1,
Javier Plaza
authored at least 132 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2024
A Mask Guided Oriented Object Detector Based on Rotated Size-Adaptive Tricube Kernel.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
CE-RX: A Collaborative Cloud-Edge Anomaly Detection Approach for Hyperspectral Images.
Remote. Sens., September, 2023
Distributed Nonlocal Coupled Hierarchical Tucker Decomposition for Hyperspectral Image Fusion.
IEEE Geosci. Remote. Sens. Lett., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Adaptive Dictionary Construction for Hyperspectral Anomaly Detection Based on Collaborative Representation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
FLOP-Reduction Through Memory Allocations Within CNN for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Remote. Sens., 2021
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
J. Supercomput., 2020
J. Supercomput., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification.
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
An Efficient and Scalable Framework for Processing Remotely Sensed Big Data in Cloud Computing Environments.
IEEE Trans. Geosci. Remote. Sens., 2019
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Low-High-Power Consumption Architectures for Deep-Learning Models Applied to Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Open Multi-Processing Acceleration for Unsupervised Land Cover Categorization Using Probabilistic Latent Semantic Analysis.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach.
IEEE Trans. Geosci. Remote. Sens., 2018
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2018
Hyperspectral Unmixing Based on Dual-Depth Sparse Probabilistic Latent Semantic Analysis.
IEEE Trans. Geosci. Remote. Sens., 2018
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation.
IEEE Trans. Geosci. Remote. Sens., 2018
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Remote Sensing Image Fusion Using Hierarchical Multimodal Probabilistic Latent Semantic Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Remote. Sens., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
Multimodal Probabilistic Latent Semantic Analysis for Sentinel-1 and Sentinel-2 Image Fusion.
IEEE Geosci. Remote. Sens. Lett., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
A real-time unsupervised background extraction-based target detection method for hyperspectral imagery.
J. Real Time Image Process., 2018
Fast dimensionality reduction and classification of hyperspectral images with extreme learning machines.
J. Real Time Image Process., 2018
J. Real Time Image Process., 2018
An Investigation on Self-Normalized Deep Neural Networks for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Evaluation of Different Regularization Methods for the Extreme Learning Machine Applied to Hyperspectral Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Inter-Sensor Regression Analysis for Operational Sentinel-2 and Sentinel-3 Data Products.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Efficient implementation of morphological index for building/shadow extraction from remotely sensed images.
J. Supercomput., 2017
J. Supercomput., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Parallel Implementation of Spatial-Spectral Endmember Extraction on Graphic Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Proc. IEEE, 2017
Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Multicore implementation of the multi-scale adaptive deep pyramid matching model for remotely sensed image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Fast Spatial Preprocessing for Spectral Unmixing of Hyperspectral Data on Graphics Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
An iterative enhancement of higher order nonlinear mixture model for accurate hyperspectral unmixing.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Fast spatial-spectral preprocessing for endmember extraction and spectral unmixing using graphic processing units.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
On the optimization of memory access to increase the performance of spatial preprocessing techniques on graphics processing units.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Nonlinear Hyperspectral Unmixing Using Nonlinearity Order Estimation and Polytope Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
GPU implementation of spatial preprocessing for spectral unmixing of hyperspectral data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
2013
On the minimum volume simplex enclosure problem for estimating a linear mixing model.
J. Glob. Optim., 2013
2012
A New Minimum-Volume Enclosing Algorithm for Endmember Identification and Abundance Estimation in Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2012
On Endmember Identification in Hyperspectral Images Without Pure Pixels: A Comparison of Algorithms.
J. Math. Imaging Vis., 2012
2011
IEEE Signal Process. Mag., 2011
On the incorporation of spatial information to endmember identification algorithms without the pure pixel assumption.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
2010
Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems.
J. Signal Process. Syst., 2010
Spectral Mixture Analysis of Hyperspectral Scenes Using Intelligently Selected Training Samples.
IEEE Geosci. Remote. Sens. Lett., 2010
Improving the scalability of hyperspectral imaging applications on heterogeneous platforms using adaptive run-time data compression.
Comput. Geosci., 2010
Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis.
Concurr. Comput. Pract. Exp., 2010
Automatic selection of informative samples for SVM-based classification of hyperspectral data using limited training sets.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Near real-time endmember extraction from remotely sensed hyperspectral data using NVidia GPUs.
Proceedings of the Real-Time Image and Video Processing 2010, 2010
Minimum volume simplicial enclosure for spectral unmixing of remotely sensed hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Impact of Vector Ordering Strategies on Morphological Unmixing of Remotely Sensed Hyperspectral Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines.
Sensors, 2009
On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images.
Pattern Recognit., 2009
Parallel Implementation of Endmember Extraction Algorithms using NVidia Graphical Processing Units.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Improving the Scalability of Parallel Algorithms for Hyperspectral Image Analysis using Adaptive Message Compression.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Endmember Extraction from Hyperspectral Imagery using a Parallel Ensemble Approach with Consensus Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Spatial-spectral endmember extraction from hyperspectral imagery using multi-band morphology and volume optimization.
Proceedings of the International Conference on Image Processing, 2009
2008
An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations.
Parallel Comput., 2008
Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI.
Int. J. High Perform. Comput. Appl., 2008
Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms.
Clust. Comput., 2008
Parallel Morphological Classification of Hyperspectral Imagery Using Extended Opening and Closing by Reconstruction Operations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data.
J. Supercomput., 2007
Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures.
Int. J. Comput. Their Appl., 2007
Parallel CBIR System for Efficient Hyperspectral Image Retrieval from Heterogeneous Networks of Workstations.
Proceedings of the Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2007
Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
IEEE Geosci. Remote. Sens. Lett., 2006
J. Parallel Distributed Comput., 2006
High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006
Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006
AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations.
Proceedings of the Computational Science, 2006
Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006
2005
Dimensionality reduction and classification of hyperspectral image data using sequences of extended morphological transformations.
IEEE Trans. Geosci. Remote. Sens., 2005
Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification.
Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005
On the Use of Cluster Computing Architectures for Implementation of Hyperspectral Image Analysis Algorithms.
Proceedings of the 10th IEEE Symposium on Computers and Communications (ISCC 2005), 2005
Efficient information extraction from hyperspectral imagery using networks of workstations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Automated generation of semi-labeled training samples for nonlinear neural network-based abundance estimation in hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data.
IEEE Trans. Geosci. Remote. Sens., 2004
A new approach to mixed pixel classification of hyperspectral imagery based on extended morphological profiles.
Pattern Recognit., 2004
2003
H-COMP: a tool for quantitative and comparative analysis of endmember identification algorithms.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
A new method for target detection in hyperspectral imagery based on extended morphological profiles.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
IEEE Trans. Geosci. Remote. Sens., 2002