Liangpei Zhang

According to our database1, Liangpei Zhang authored at least 635 papers between 2004 and 2022.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2022
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst., 2022

Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification.
IEEE Trans. Image Process., 2022

Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M<sup>3</sup>).
IEEE Trans. Geosci. Remote. Sens., 2022

EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens., 2022

Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection.
IEEE Trans. Geosci. Remote. Sens., 2022

A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Low-Rank Prior for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder.
IEEE Trans. Geosci. Remote. Sens., 2022

A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Fully Contextual Network for Hyperspectral Scene Parsing.
IEEE Trans. Geosci. Remote. Sens., 2022

Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization.
IEEE Trans. Geosci. Remote. Sens., 2022

Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair.
IEEE Trans. Geosci. Remote. Sens., 2022

Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models.
IEEE Trans. Geosci. Remote. Sens., 2022

A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset.
IEEE Trans. Geosci. Remote. Sens., 2022

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.
IEEE Trans. Geosci. Remote. Sens., 2022

A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅.
IEEE Trans. Geosci. Remote. Sens., 2022

SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions.
IEEE Trans. Geosci. Remote. Sens., 2022

Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling.
IEEE Trans. Geosci. Remote. Sens., 2022

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hyperspectral Anomaly Detection Based on Machine Learning: An Overview.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica.
IEEE Geosci. Remote. Sens. Lett., 2022

PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images.
Inf. Fusion, 2022

Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection.
CoRR, 2022

Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling.
CoRR, 2022

Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2021
LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising.
IEEE Trans. Image Process., 2021

Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification.
IEEE Trans. Image Process., 2021

Two-Stream Convolutional Networks for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2021

Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens., 2021

Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Enhanced Multiscale Feature Fusion Network for HSI Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses.
IEEE Trans. Geosci. Remote. Sens., 2021

RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks.
IEEE Trans. Geosci. Remote. Sens., 2021

Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations.
IEEE Trans. Geosci. Remote. Sens., 2021

NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Image Denoising Using a 3-D Attention Denoising Network.
IEEE Trans. Geosci. Remote. Sens., 2021

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning.
IEEE Trans. Geosci. Remote. Sens., 2021

Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Convolutional Neural Network Framework for Subpixel Mapping.
IEEE Trans. Geosci. Remote. Sens., 2021

Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images".
IEEE Trans. Geosci. Remote. Sens., 2021

Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Hyperspectral Anomaly Change Detection Based on Autoencoder.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Learning Regional Attraction for Line Segment Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Advances in spaceborne hyperspectral remote sensing in China.
Geo spatial Inf. Sci., 2021

Self-Ensembling GAN for Cross-Domain Semantic Segmentation.
CoRR, 2021

Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images.
CoRR, 2021

Binary Change Guided Hyperspectral Multiclass Change Detection.
CoRR, 2021

An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images.
CoRR, 2021

Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion.
CoRR, 2021

Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification.
CoRR, 2021

A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification.
CoRR, 2021

Robust Self-Ensembling Network for Hyperspectral Image Classification.
CoRR, 2021

Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery.
CoRR, 2021

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR, 2021

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
CoRR, 2021

Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area.
Comput. Electron. Agric., 2021

Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery.
Comput. Electron. Agric., 2021

An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China.
Comput. Electron. Agric., 2021

An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Toward Dataset Construction for Remote Sensing Image Interpretation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021


Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
COLOR: Cycling, Offline Learning, and Online Representation Framework for Airport and Airplane Detection Using GF-2 Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2020

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Anomaly Detection via Locally Enhanced Low-Rank Prior.
IEEE Trans. Geosci. Remote. Sens., 2020

Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2020

Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2020

Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable.
IEEE Trans. Geosci. Remote. Sens., 2020

A Spatial-Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Spectral-Spatial-Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2020

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2020

A Subspace Selection-Based Discriminative Forest Method for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2020

Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Big Data, 2020

Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
IEEE Trans. Big Data, 2020

Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery.
IEEE Trans. Big Data, 2020

Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Monitoring Three-Decade Expansion of China's Major Cities Based on Satellite Remote Sensing Images.
Remote. Sens., 2020

A Low-Rank and Sparse Matrix Decomposition- Based Dictionary Reconstruction and Anomaly Extraction Framework for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett., 2020

Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising.
Neurocomputing, 2020

Review on graph learning for dimensionality reduction of hyperspectral image.
Geo spatial Inf. Sci., 2020

Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution.
CoRR, 2020

Hyperspectral Anomaly Change Detection Based on Auto-encoder.
CoRR, 2020

A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery.
CoRR, 2020

DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation.
CoRR, 2020

DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection.
CoRR, 2020

Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images.
CoRR, 2020

Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China.
Comput. Electron. Agric., 2020

Positive Unlabeled Learning with Class-prior Approximation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Topic Model for Remote Sensing Data: A Comprehensive Review.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Learning Discriminative Global and Local Features for Building Extraction from Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Holistically-Attracted Wireframe Parsing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Learning the Synthesizability of Dynamic Texture Samples.
IEEE Trans. Image Process., 2019

Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network.
IEEE Trans. Geosci. Remote. Sens., 2019

Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2019

Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2019

Blind Hyperspectral Unmixing Considering the Adjacency Effect.
IEEE Trans. Geosci. Remote. Sens., 2019

An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2019

Spatial-Spectral Fusion by Combining Deep Learning and Variational Model.
IEEE Trans. Geosci. Remote. Sens., 2019

Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties.
IEEE Trans. Geosci. Remote. Sens., 2019

An Improved Single-Channel Polar Region Ice Surface Temperature Retrieval Algorithm Using Landsat-8 Data.
IEEE Trans. Geosci. Remote. Sens., 2019

Spatiotemporal Subpixel Geographical Evolution Mapping.
IEEE Trans. Geosci. Remote. Sens., 2019

Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image.
IEEE Trans. Cybern., 2019

Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations.
Remote. Sens., 2019

Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction.
Remote. Sens., 2019

Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2019

Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode.
IEEE Geosci. Remote. Sens. Lett., 2019

Hyperspectral image unsupervised classification by robust manifold matrix factorization.
Inf. Sci., 2019

Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges.
Inf. Fusion, 2019

Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification.
Neurocomputing, 2019

Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network.
CoRR, 2019

Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model.
IEEE Access, 2019

Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

A Study for Hyperspectral Anomaly Change Detection on "Viareggio 2013 Trial" Dataset.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Urban Expansion Trajectories in China's 36 Major Cities.
Proceedings of the Joint Urban Remote Sensing Event, 2019

High-Resolution Remote Sensing Image Scene Understanding: A Review.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building Extraction From Remote Sensing Image With Privileged Information.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Attraction Field Representation for Robust Line Segment Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Anisotropic-Scale Junction Detection and Matching for Indoor Images.
IEEE Trans. Image Process., 2018

Multi-Task Learning for Blind Source Separation.
IEEE Trans. Image Process., 2018

Adaptive Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Scene Classification Based on the Sparse Homogeneous-Heterogeneous Topic Feature Model.
IEEE Trans. Geosci. Remote. Sens., 2018

Spectral-Spatial Unified Networks for Hyperspectral Image Classification.
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

Saliency-Based Endmember Detection for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Multiobjective Subpixel Land-Cover Mapping.
IEEE Trans. Geosci. Remote. Sens., 2018

Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Permutation Preference Based Alternate Sampling and Clustering for Motion Segmentation.
IEEE Signal Process. Lett., 2018

A Deep-Local-Global Feature Fusion Framework for High Spatial Resolution Imagery Scene Classification.
Remote. Sens., 2018

Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S.
Remote. Sens., 2018

Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints.
Remote. Sens., 2018

Image stitching by line-guided local warping with global similarity constraint.
Pattern Recognit., 2018

Shape prior constrained PSO model for bladder wall MRI segmentation.
Neurocomputing, 2018

A survey on vision-based UAV navigation.
Geo spatial Inf. Sci., 2018

Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives.
CoRR, 2018

Oblique Stripe Removal in Remote Sensing Images via Oriented Variation.
CoRR, 2018

Spatial-Spectral Fusion by Combining Deep Learning and Variation Model.
CoRR, 2018

Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images.
CoRR, 2018

Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker.
CoRR, 2018

Computational intelligence in optical remote sensing image processing.
Appl. Soft Comput., 2018

Image Stitching Using Smoothly Planar Homography.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Superpixel Based Dimension Reduction for Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

AID++: An Updated Version of AID on Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Land Cover Change Detection Based on Spatial-Temporal Sub-Pixel Evolution Mapping: A Case Study for Urban Expansion.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Blind Spectral Unmixing Considering the Adjacent Effect.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Delving into the Synthesizability of Dynamic Texture Samples.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).
Proceedings of the 24th International Conference on Pattern Recognition, 2018

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Texture Characterization Using Shape Co-Occurrence Patterns.
IEEE Trans. Image Process., 2017

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.
IEEE Trans. Image Process., 2017

Scene Classification Based on the Fully Sparse Semantic Topic Model.
IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework.
IEEE Trans. Geosci. Remote. Sens., 2017

Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2017

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Kernel Slow Feature Analysis for Scene Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2017

Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning.
IEEE Trans. Geosci. Remote. Sens., 2017

A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method.
IEEE Trans. Geosci. Remote. Sens., 2017

Stacked Convolutional Denoising Auto-Encoders for Feature Representation.
IEEE Trans. Cybern., 2017

Exploring Representativeness and Informativeness for Active Learning.
IEEE Trans. Cybern., 2017

Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

GSEAD: Graphical Scoring Estimation for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization.
IEEE Signal Process. Lett., 2017

Real-time tracking based on weighted compressive tracking and a cognitive memory model.
Signal Process., 2017

Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data.
Remote. Sens., 2017

Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information.
Remote. Sens., 2017

Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation.
Remote. Sens., 2017

A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction.
Remote. Sens., 2017

Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery.
Remote. Sens., 2017

Urban Change Analysis with Multi-Sensor Multispectral Imagery.
Remote. Sens., 2017

Multiobjective Optimized Endmember Extraction for Hyperspectral Image.
Remote. Sens., 2017

Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau.
Remote. Sens., 2017

An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery.
Remote. Sens., 2017

Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification.
Remote. Sens., 2017

A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data.
Remote. Sens., 2017

Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2017

A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2017

Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network.
IEEE Geosci. Remote. Sens. Lett., 2017

Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model.
IEEE Geosci. Remote. Sens. Lett., 2017

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

LAM<sup>3</sup>L: Locally adaptive maximum margin metric learning for visual data classification.
Neurocomputing, 2017

A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening.
CoRR, 2017

Deep learning in remote sensing: a review.
CoRR, 2017

Learning a Dilated Residual Network for SAR Image Despeckling.
CoRR, 2017

A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data.
CoRR, 2017

Texture Characterization by Using Shape Co-occurrence Patterns.
CoRR, 2017

Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network.
CoRR, 2017

Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

On Gleaning Knowledge from Multiple Domains for Active Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

MINI-UAV borne hyperspectral remote sensing: A review.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Miss data reconstruction in remote sensing images with a double weighted tensor low rank model.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multiobjective endmember extraction for hyperspectral image.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

UAV-Based Vehicle Detection by Multi-source Images.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016
High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields.
IEEE Trans. Image Process., 2016

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images.
IEEE Trans. Image Process., 2016

Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis.
IEEE Trans. Geosci. Remote. Sens., 2016

Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Multidomain Subspace Classification for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection.
IEEE Trans. Geosci. Remote. Sens., 2016

A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2016

Scene Classification via a Gradient Boosting Random Convolutional Network Framework.
IEEE Trans. Geosci. Remote. Sens., 2016

Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model.
IEEE Trans. Geosci. Remote. Sens., 2016

A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation.
IEEE Trans. Geosci. Remote. Sens., 2016

An Integrated Framework for the Spatio-Temporal-Spectral Fusion of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals.
IEEE Trans. Geosci. Remote. Sens., 2016

Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties.
IEEE Trans. Geosci. Remote. Sens., 2016

Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2016

Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2016

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution.
IEEE Trans. Cybern., 2016

A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Image super-resolution: The techniques, applications, and future.
Signal Process., 2016

A scene change detection framework for multi-temporal very high resolution remote sensing images.
Signal Process., 2016

A spectral-spatial based local summation anomaly detection method for hyperspectral images.
Signal Process., 2016

Pansharpening with a Guided Filter Based on Three-Layer Decomposition.
Sensors, 2016

The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification.
Remote. Sens., 2016

Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery.
Remote. Sens., 2016

Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF.
Remote. Sens., 2016

Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory.
Remote. Sens., 2016

Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery.
Remote. Sens., 2016

Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2016

Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination.
IEEE Geosci. Remote. Sens. Lett., 2016

Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2016

A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity.
IEEE Geosci. Remote. Sens. Lett., 2016

Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Deep Learning for Remote Sensing Image Understanding.
J. Sensors, 2016

Hierarchical feature learning with dropout k-means for hyperspectral image classification.
Neurocomputing, 2016

Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Neurocomputing, 2016

An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery.
Neurocomputing, 2016

A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification.
Neurocomputing, 2016

Image stitching with perspective-preserving warping.
CoRR, 2016

AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification.
CoRR, 2016

Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery.
CoRR, 2016

A Spatial and Temporal Non-Local Filter Based Data Fusion.
CoRR, 2016

GSEAD: Graphical score estimation for hyperspectral anomaly detection.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Exploiting the low-rank property of hyperspectral imagery: A technical overview.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Quality improvement of hyperspectral remote sensing images: A technical overview.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Sparse tensor discriminative locality alignment for gait recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Accurate object tracking by combining correlation filters and keypoints.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Denoising auto-encoders toward robust unsupervised feature representation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Feature extraction framework in class space for hyperspectral image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Fusion of multispectral and SAR images using sparse representation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Squaring weighted low-rank subspace clustering for hyperspectral image band selection.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Thermal anomaly detection based on saliency computation for district heating system.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multi-object spatial relationship model for high spatial resolution scene classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A universal remote sensing image quality improvement method with deep learning.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Pure endmember extraction using SSR for Hyperspectral imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Active learning approach for remote sensing imagery classification using spatial information.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Local spectral-spatial clustering for remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A semantic scene model for multitemporal detection of Urban villages in mega city regions of China.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Mapping PM2.5 distribution in China by fusing station measurements and satellite observation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Mining the spatial distribution of visual words for scene classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Complete dictionary online learning for sparse unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Locally warping-based image stitching by imposing line constraints.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification.
IEEE Trans. Image Process., 2015

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

An Adaptive Subpixel Mapping Method Based on MAP Model and Class Determination Strategy for Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

Saliency-Guided Unsupervised Feature Learning for Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015

A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data.
IEEE Trans. Geosci. Remote. Sens., 2015

An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion.
IEEE Trans. Geosci. Remote. Sens., 2015

An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2015

Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2015

Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

Multiple Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015

Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

Spaceborne Earth-Observing Optical Sensor Static Capability Index for Clustering.
IEEE Trans. Geosci. Remote. Sens., 2015

A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Target Detection Based on Random Forest Metric Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A sparse and discriminative tensor to vector projection for human gait feature representation.
Signal Process., 2015

Hyperspectral image recovery employing a multidimensional nonlocal total variation model.
Signal Process., 2015

A hypothesis independent subpixel target detector for hyperspectral Images.
Signal Process., 2015

Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge.
Remote. Sens., 2015

Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas.
Remote. Sens., 2015

A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery.
Remote. Sens., 2015

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery.
Remote. Sens., 2015

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognit., 2015

Change Detection Based on Pulse-Coupled Neural Networks and the NMI Feature for High Spatial Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2015

Reconstructing MODIS LST Based on Multitemporal Classification and Robust Regression.
IEEE Geosci. Remote. Sens. Lett., 2015

An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2015

Sub-Pixel Mapping Based on Conditional Random Fields for Hyperspectral Remote Sensing Imagery.
IEEE J. Sel. Top. Signal Process., 2015

基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image).
计算机科学, 2015

Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing, 2015

Hyperspectral anomaly change detection with slow feature analysis.
Neurocomputing, 2015

A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors.
Int. J. Fuzzy Syst., 2015

Fusion of multi-scale DEMs using a regularized super-resolution method.
Int. J. Geogr. Inf. Sci., 2015

Non-local sub-pixel mapping for hyperspectral imagery.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A sparse self-representation method for band selection in hyperspectral imagery classification.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Normalized cut segmentation with edge constraint for high resolution remote sensing imagery.
Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015

Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Snow depth retrieval based on a novel sea ice concentration algorithm from AMSR-E datasets.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

SISTOR: A statistics-inspired sparsity target detector for hyperspectral images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Finding edges of buildings via a junction process in high-resolution remotely sensed images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A unified framework for spatio-temporal-spectral fusion of remote sensing images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Adaptive endmember extraction based sparse nonnegative matrix factorization with spatial local information.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Fast binary coding for satellite image scene classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A benchmark for scene classification of high spatial resolution remote sensing imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Local decision maximum margin metric learning for hyperspectral target detection.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification.
Proceedings of the 11th International Conference on Natural Computation, 2015

The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

Batch Mode Active Learning for Geographical Image Classification.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Multiagent Object-Based Classifier for High Spatial Resolution Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geosci. Remote. Sens., 2014

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2014

Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis.
IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Image Restoration Using Low-Rank Matrix Recovery.
IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Image Denoising With a Spatial-Spectral View Fusion Strategy.
IEEE Trans. Geosci. Remote. Sens., 2014

Adaptive Subpixel Mapping Based on a Multiagent System for Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

Slow Feature Analysis for Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens., 2014

Robust Autodual Morphological Profiles for the Classification of High-Resolution Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2014

An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary.
IEEE Trans. Geosci. Remote. Sens., 2014

Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens., 2014

An Unsupervised Spectral Matching Classifier Based on Artificial DNA Computing for Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014

New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study.
IEEE Trans. Geosci. Remote. Sens., 2014

A Discriminative Metric Learning Based Anomaly Detection Method.
IEEE Trans. Geosci. Remote. Sens., 2014

Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model.
IEEE Trans. Geosci. Remote. Sens., 2014

An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Support Vector Conditional Random Fields Classifier With a Mahalanobis Distance Boundary Constraint for High Spatial Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Robust Nonlinear Hyperspectral Anomaly Detection Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index.
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

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A locally adaptive L<sub>1</sub>-L<sub>2</sub> norm for multi-frame super-resolution of images with mixed noise and outliers.
Signal Process., 2014

A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images.
Signal Process., 2014

Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences.
Remote. Sens., 2014

Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization.
Remote. Sens., 2014

A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery.
Remote. Sens., 2014

A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation.
Remote. Sens., 2014

Target detection based on a dynamic subspace.
Pattern Recognit., 2014

An Adaptive Differential Evolution Endmember Extraction Algorithm for Hyperspectral Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2014

Regularization Framework for Target Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2014

Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform.
IEEE Geosci. Remote. Sens. Lett., 2014

A Principal Component Based Haze Masking Method for Visible Images.
IEEE Geosci. Remote. Sens. Lett., 2014

Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression.
IEEE Geosci. Remote. Sens. Lett., 2014

Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective.
IEEE Geosci. Remote. Sens. Lett., 2014

Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2014

A sub-pixel mapping method based on an attraction model for multiple shifted remotely sensed images.
Neurocomputing, 2014

Slow feature analysis for hyperspectral change detection.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Support tensor machine with local pixel neighborhood for hyperspectral image classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

An improved weight-calculation non-local sparse unmixing for hyperspectral imagery.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Remote sensing image super-resolution via regional spatially adaptive total variation model.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Anisotropic diffusion on complex tensor fields for PolSAR image filtering.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spectral active clustering of remote sensing images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spatially adaptive nonlocal total variation for PolSAR despeckling.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A content based MAP retrieval system for land cover data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Background joint sparse representation for hyperspectral image subpixel anomaly detection.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Analysis model based recovery of remote sensing data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Unsupervised feature coding on local patch manifold for satellite image scene classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Texture Analysis with Shape Co-occurrence Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Remote sensing imagery clustering using an adaptive bi-objective memetic method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering.
IEEE Trans. Image Process., 2013

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2013

GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation.
IEEE Trans. Geosci. Remote. Sens., 2013

Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2013

Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013

Automatic Fuzzy Clustering Based on Adaptive Multi-Objective Differential Evolution for Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

A Subspace-Based Change Detection Method for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Indexing of Remote Sensing Images With Different Resolutions by Multiple Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Sub-pixel mapping based on artificial immune systems for remote sensing imagery.
Pattern Recognit., 2013

An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2013

A Background Self-Learning Framework for Unstructured Target Detectors.
IEEE Geosci. Remote. Sens. Lett., 2013

Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2013

Supervised Graph Embedding for Polarimetric SAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2013

Decision-Based Fusion for Pansharpening of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2013

Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2013

Unsupervised transfer learning for target detection from hyperspectral images.
Neurocomputing, 2013

Single image haze removal considering sensor blur and noise.
EURASIP J. Adv. Signal Process., 2013

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A spatial filter based framework for target detection in hyperspectral imagery.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Endmember extraction analysis considering endmember variability.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Hypspectral image denoising via multidimensional nonlocal model.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project.
Proceedings of the IEEE International Conference on Systems, 2013

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Spatial correlated information based batch mode active learning method for remote sensing image classification.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A nonlinear regression classification algorithm with small sample set for hyperspectral image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Subspace clustering based on decision fusion strategy for hyperspectral imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

An Adaptive Non-local Means Filter Based on Region Homogeneity.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

2012
Remote Sensing Image Subpixel Mapping Based on Adaptive Differential Evolution.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images.
IEEE Trans. Syst. Man Cybern. Part B, 2012

An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2012

Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model.
IEEE Trans. Geosci. Remote. Sens., 2012

A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012

Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens., 2012

Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model.
IEEE Trans. Circuits Syst. Video Technol., 2012

Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

A super-resolution reconstruction algorithm for hyperspectral images.
Signal Process., 2012

A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator.
IEEE Geosci. Remote. Sens. Lett., 2012

A Blind Restoration Method for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2012

A Practical Compressed Sensing-Based Pan-Sharpening Method.
IEEE Geosci. Remote. Sens. Lett., 2012

Recent advances in hyperspectral image processing.
Geo spatial Inf. Sci., 2012

Remotely sensed image retrieval based on region-level semantic mining.
EURASIP J. Image Video Process., 2012

A method for object identification in multispectral image based on tensor approach.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Foreword.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Hypspectral image denoising with a multi-view fusion strategy.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An endmember extraction framework based on abundance constraint.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Targeted change detection for stacked multi-temporal hyperspectral image.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A local subspace based nonlinear target detector.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An novel active learning strategy for hyperspectral image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Non-local sparse spectral unmixing for remote sensing imagery.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images.
Proceedings of the International Conference on Computerized Healthcare, 2012

2011
Sharing geospatial provenance in a service-oriented environment.
Comput. Environ. Urban Syst., 2011

A Hybrid Automatic Endmember Extraction Algorithm Based on a Local Window.
IEEE Trans. Geosci. Remote. Sens., 2011

Random-Selection-Based Anomaly Detector for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2011

Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

A Multifeature Tensor for Remote-Sensing Target Recognition.
IEEE Geosci. Remote. Sens. Lett., 2011

A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising.
EURASIP J. Adv. Signal Process., 2011

New Unsupervised change detection algorithm based on the MRF in remote sensing image.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Unsupervised remote sensing image classification using an artificial DNA computing.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Improved Design of GPRS Wireless Security System Based on AES.
Proceedings of the Advances in Computer Science, Environment, Ecoinformatics, and Education, 2011

2010
Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve.
IEEE Trans. Image Process., 2010

Hybrid Detectors Based on Selective Endmembers.
IEEE Trans. Geosci. Remote. Sens., 2010

A super-resolution reconstruction algorithm for surveillance images.
Signal Process., 2010

Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping.
IEEE Geosci. Remote. Sens. Lett., 2010

Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery.
Neurocomputing, 2010

High-resolution hyper-spectral image classification with parts-based feature and morphology profile in urban area.
Geo spatial Inf. Sci., 2010

An advanced change detection method based on object-oriented classification of multi-band remote sensing image.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2009
A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2009

Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery.
IEEE Geosci. Remote. Sens. Lett., 2009

Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images.
Comput. J., 2009

Improving the quality of extracted endmembers.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

A Sub-pixel Mapping Algorithm based on Artificial Immune Systems for Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A Narrow Band Combination Model to Determine Leaf Nitrogen and Water Content in Rice.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Spectral Ratio Lidar for Objects Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Cloud Amount and Aerosol Characteristic Research in the Atmosphere over Hubei Province, China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

A Structured Sub-pixel Target Detector for Hyperspectral Imagery.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

2008
An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2008

A new sub-pixel mapping algorithm based on a BP neural network with an observation model.
Neurocomputing, 2008

Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Local Variance-Controlled Forward-and-Backward Diffusion for Image Enhancement and Noise Reduction.
IEEE Trans. Image Process., 2007

A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution.
IEEE Trans. Image Process., 2007

A Supervised Artificial Immune Classifier for Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2007

Classification of High Spatial Resolution Imagery Using Improved Gaussian Markov Random-Field-Based Texture Features.
IEEE Trans. Geosci. Remote. Sens., 2007

Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2007

An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas.
IEEE Geosci. Remote. Sens. Lett., 2007

Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007

A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video.
EURASIP J. Adv. Signal Process., 2007

The active-passive remote sensing for aerosol optical depth retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery.
IEEE Trans. Geosci. Remote. Sens., 2006

A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens., 2006

Nonlinear Estimation of Hyperspectral Mixture Pixel Proportion Based on Kernel Orthogonal Subspace Projection.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Nonlinear multispectral anisotropic diffusion filters for remote sensed images based on MDL and morphology.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Abundance estimation from hyperspectral image based on probabilistic outputs of multi-class support vector machines.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification.
Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

Texture Feature Fusion for High Resolution Satellite Image Classification.
Proceedings of the 2005 International Conference on Computer Graphics, 2005

2004
A MAP algorithm to super-resolution image reconstruction.
Proceedings of the Third International Conference on Image and Graphics, 2004


  Loading...