Jun Li
Orcid: 0000-0003-1613-9448Affiliations:
- Sun Yat-sen University, School of Geography and Planning, Guangzhou, China (former)
- University of Extremadura, Hyperspectral Computing Laboratory, Spain (former)
- Instituto Superior Técnico, Lison, Portugal (PhD 2011)
According to our database1,
Jun Li
authored at least 230 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
Joint Classification of Hyperspectral and LiDAR Data Using Height Information Guided Hierarchical Fusion-and-Separation Network.
IEEE Trans. Geosci. Remote. Sens., 2024
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Edge and Skeleton Guidance Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Circuits Syst. Video Technol., December, 2023
Unlocking the Potential of Explainable Artificial Intelligence in Remote Sensing Big Data.
Remote. Sens., December, 2023
Lithological mapping of geological remote sensing via adversarial semi-supervised segmentation network.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks.
Remote. Sens., April, 2023
Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network.
IEEE Trans. Image Process., 2023
Deep Feature Enhancement Method for Land Cover With Irregular and Sparse Spatial Distribution Features: A Case Study on Open-Pit Mining.
IEEE Trans. Geosci. Remote. Sens., 2023
Lithological Unit Classification Based on Geological Knowledge-Guided Deep Learning Framework for Optical Stereo Mapping Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Semantic Segmentation of Land Cover in Urban Areas by Fusing Multisource Satellite Image Time Series.
IEEE Trans. Geosci. Remote. Sens., 2023
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
A Survey on UAV Applications in Smart City Management: Challenges, Advances, and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Removing Influence of MODIS Strip Noise in Spatiotemporal Fusion of Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2023
2022
A<sup>3</sup> CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Instrum. Meas., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase.
IEEE Trans. Geosci. Remote. Sens., 2022
Vicarious Radiometric Calibration of the AHSI Instrument Onboard ZY1E on Dunhuang Radiometric Calibration Site.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
MSLAN: A Two-Branch Multidirectional Spectral-Spatial LSTM Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
MLFF-GAN: A Multilevel Feature Fusion With GAN for Spatiotemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
A Fine-Grained Genetic Landform Classification Network Based on Multimodal Feature Extraction and Regional Geological Context.
IEEE Trans. Geosci. Remote. Sens., 2022
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization.
IEEE Trans. Geosci. Remote. Sens., 2022
Moving Ship Optimal Association for Maritime Surveillance: Fusing AIS and Sentinel-2 Data.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network.
IEEE Trans. Geosci. Remote. Sens., 2022
Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network.
IEEE Trans. Geosci. Remote. Sens., 2022
RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Phase-Induced Gabor-Based Multiview Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR, 2022
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
CoRR, 2022
Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Hyperspectral Image Classification Via Double-Branch Multi-Scale Spectral-Spatial Convolution Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media.
IEEE Trans. Geosci. Remote. Sens., 2021
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2021
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures.
IEEE Trans. Cybern., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Signal Process., 2021
Radiometric Calibration Evaluation for FY3D MERSI-II Thermal Infrared Channels at Lake Qinghai.
Remote. Sens., 2021
Estimation of Ultrahigh Resolution PM2.5 Mass Concentrations Based on Mie Scattering Theory by Using Landsat8 OLI Images over Pearl River Delta.
Remote. Sens., 2021
Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments.
Proc. IEEE, 2021
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images.
CoRR, 2021
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing.
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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Subspace-based multitask learning framework for hyperspectral imagery classification.
Multim. Tools Appl., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation.
ISPRS Int. J. Geo Inf., 2020
Sci. China Inf. Sci., 2020
A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks.
Sci. China Inf. Sci., 2020
Sci. China Inf. Sci., 2020
Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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
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
Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Superpixel-Based Semisupervised Active Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Remote. Sens., 2019
Remotely sensed big data: evolution in model development for information extraction [point of view].
Proc. IEEE, 2019
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 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
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks.
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
A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
Recent Advances on Spectral-Spatial Hyperspectral Image Classification: An Overview and New Guidelines.
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
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation.
IEEE Trans. Geosci. Remote. Sens., 2018
Lunar Crater Detection Based on Terrain Analysis and Mathematical Morphology Methods Using Digital Elevation Models.
IEEE Trans. Geosci. Remote. Sens., 2018
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens., 2018
Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques.
Remote. Sens., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
Combining Contextual Information for Subspace Based Hyperspectral Image Classification.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018
Urban Impervious Surface Extraction Based on the Integration of Remote Sensing Images and Social Media Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters.
Signal Process., 2017
Proc. IEEE, 2017
Spatial technology and social media in remote sensing: challenges and opportunities [point of view].
Proc. IEEE, 2017
Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation.
IEEE Geosci. Remote. Sens. Lett., 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
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Remote sensing image classification based on convolutional neural networks with two-fold sparse regularization.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Gabor feature based support vector guided dictionary learning for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2016
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning.
IEEE Trans. Geosci. Remote. Sens., 2016
Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields.
Remote. Sens., 2016
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens., 2016
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
GPU implementation of hyperspectral image classification based on weighted Markov random fields.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Spectral-spatial classification based on subspace support vector machine and Markov random field.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Classification of Several Optically Complex Waters in China Using <i>in Situ</i> Remote Sensing Reflectance.
Remote. Sens., 2015
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Learning Discriminative Sparse Representations for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process., 2015
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF).
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Remote sensing image classification based on multiple morphological component analysis.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Fast principal component analysis for hyperspectral imaging based on cloud computing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens., 2014
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens., 2014
E<sup>2</sup>LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A new framework for hyperspectral image classification using multiple spectral and spatial features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning.
IEEE Trans. Geosci. Remote. Sens., 2013
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression.
IEEE Geosci. Remote. Sens. Lett., 2013
Decision fusion based on extended multi-attribute profiles for hyperspectral image classification.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
A new semi-supervised approach for hyperspectral image classification with different active learning strategies.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Semi-supervised classification of hyperspectral data using spectral unmixing concepts.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.
Proceedings of the ICPRAM 2012, 2012
2011
IEEE Trans. Geosci. Remote. Sens., 2011
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
A new subspace discriminant analysis approach for supervised hyperspectral image classification.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning.
IEEE Trans. Geosci. Remote. Sens., 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008