Peijun Du
Orcid: 0000-0002-2488-2656
According to our database1,
Peijun Du
authored at least 168 papers
between 2005 and 2024.
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Bibliography
2024
Enhanced Edge Information and Prototype Constrained Clustering for SAR Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery.
Int. J. Digit. Earth, December, 2023
UnTDIP: Unsupervised neural network for DEM super-resolution integrating terrain knowledge and deep prior.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
A Novel Knowledge-Driven Automated Solution for High-Resolution Cropland Extraction by Cross-Scale Sample Transfer.
IEEE Trans. Geosci. Remote. Sens., 2023
Pixel-Scene-Pixel-Object Sample Transferring: A Labor-Free Approach for High-Resolution Plastic Greenhouse Mapping.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Scene Change Detection by Differential Aggregation Network and Class Probability-Based Fusion Strategy.
IEEE Trans. Geosci. Remote. Sens., 2023
Automatic Urban Scene-Level Binary Change Detection Based on a Novel Sample Selection Approach and Advanced Triplet Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2023
Revealing Land Surface Deformation Over the Yineng Backfilling Mining Area, China, by Integrating Distributed Scatterer SAR Interferometry and a Mining Subsidence Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Characterizing Markov Random Fields and Coefficient of Variations as Measures of Spatial Distributions for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
2022
Attention-Aware Dynamic Self-Aggregation Network for Satellite Image Time Series Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Radiometric Cross-Calibration of the ZY1-02D Hyperspectral Imager Using the GF-5 AHSI Imager.
IEEE Trans. Geosci. Remote. Sens., 2022
Automatic SAR Change Detection Based on Visual Saliency and Multi-Hierarchical Fuzzy Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens., 2022
Bi-CCD: Improved Continuous Change Detection by Combining Forward and Reverse Change Detection Procedure.
IEEE Geosci. Remote. Sens. Lett., 2022
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.
IEEE Geosci. Remote. Sens. Lett., 2022
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Unsupervised Change Detection Based on Weighted Change Vector Analysis and Improved Markov Random Field for High Spatial Resolution Imagery.
IEEE Geosci. Remote. Sens. Lett., 2022
Errata Erratum to "Unsupervised Change Detection Based on Weighted Change Vector Analysis and Improved Markov Random Field for High Spatial Resolution Imagery".
IEEE Geosci. Remote. Sens. Lett., 2022
A novel multiple change detection approach based on tri-temporal logic-verified change vector analysis in posterior probability space.
Int. J. Appl. Earth Obs. Geoinformation, 2022
A novel unsupervised binary change detection method for VHR optical remote sensing imagery over urban areas.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
IEEE Trans. Geosci. Remote. Sens., 2021
Vicarious Calibration for the AHSI Instrument of Gaofen-5 With Reference to the CRCS Dunhuang Test Site.
IEEE Trans. Geosci. Remote. Sens., 2021
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Integrating EfficientNet into an HAFNet Structure for Building Mapping in High-Resolution Optical Earth Observation Data.
Remote. Sens., 2021
2020
CVA<sup>2</sup>E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens., 2020
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
A Novel Sample Selection Method for Impervious Surface Area Mapping Using JL1-3B Nighttime Light and Sentinel-2 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Monitoring Human-Induced Surface Water Disturbance Around Taihu Lake Since 1984 by Time Series Landsat Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data.
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Roles of horizontal and vertical tree canopy structure in mitigating daytime and nighttime urban heat island effects.
Int. J. Appl. Earth Obs. Geoinformation, 2020
2019
Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification.
Remote. Sens., 2019
Direct, ECOC, ND and END Frameworks - Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan.
Remote. Sens., 2019
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30.
Remote. Sens., 2019
An Improved Approach for Soil Moisture Estimation in Gully Fields of the Loess Plateau Using Sentinel-1A Radar Images.
Remote. Sens., 2019
Monitoring Land Cover Change and Disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area, Based on Remote Sensing Time-Series Images from 1987 to 2018.
Remote. Sens., 2019
Unsupervised Change Detection in VHR Images Based on Morphological Profiles and Automated Training Sample Extraction.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Monitoring Artificial Surface Expansion in Ecological Redline Zones by Multi-Temporal VHR Images.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning.
Remote. Sens., 2018
Remote. Sens., 2018
Multisource Earth Observation Data for Land-Cover Classification Using Random Forest.
IEEE Geosci. Remote. Sens. Lett., 2018
IEEE Geosci. Remote. Sens. Lett., 2018
A method of rice information extraction based on Particle Swarm Optimization SVM algorithm.
Proceedings of the 10th International Conference on Machine Learning and Computing, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features.
Remote. Sens., 2017
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective.
Remote. Sens., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
A novel semisupervised framework for multiple change detection in hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2016
Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016
Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Hierarchical Filtering Strategy for Registration of Remote Sensing Images of Coral Reefs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Quantitative Estimation of Carbonate Rock Fraction in Karst Regions Using Field Spectra in 2.0-2.5 μm.
Remote. Sens., 2016
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement.
Remote. Sens., 2016
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples.
Remote. Sens., 2016
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging.
Neurocomputing, 2016
Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens., 2015
Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens., 2015
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Integration of Hyperspectral Imagery and Sparse Sonar Data for Shallow Water Bathymetry Mapping.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Technical Framework of Feature Extraction Based on Pixel-Level SAR Image Time Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Spectral Indices for Estimating Exposed Carbonate Rock Fraction in Karst Areas of Southwest China.
IEEE Geosci. Remote. Sens. Lett., 2015
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2015
Learning Discriminative Sparse Representations for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process., 2015
Int. J. Appl. Earth Obs. Geoinformation, 2015
A novel dynamic classifier ensemble algorithm for hyperspectral image classification.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Evaluation on the natural suitability of urban human settlement environment using multisource data.
Proceedings of the Joint Urban Remote Sensing Event, 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Urban vegetation classification based on phenology using HJ-1A/B time series imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014
Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Phenology-Driven Land Cover Classification and Trend Analysis Based on Long-term Remote Sensing Image Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Integration of LiDAR Data and Orthophoto for Automatic Extraction of Parking Lot Structure.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Estimation of Arsenic Contamination in Reclaimed Agricultural Soils Using Reflectance Spectroscopy and ANFIS Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
E<sup>2</sup>LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples.
Remote. Sens., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images.
Geo spatial Inf. Sci., 2014
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2013
Information fusion techniques for change detection from multi-temporal remote sensing images.
Inf. Fusion, 2013
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
A novel hierarchical method for change detection in multitemporal hyperspectral images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Sensors, 2012
A semisupervised feature metric based band selection method for hyperspectral image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Evaluation and analysis of fusion algorithms for active and passive remote sensing image.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Foreword to the Special Issue on "Human Settlements: A Global Remote Sensing Challenge".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Monitoring urban impervious surface area change using CBERS and HJ-1 remote sensing images.
Proceedings of the Joint Urban Remote Sensing Event, 2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
2010
Classification of hyperspectral image based on morphological profiles and multi-kernel SVM.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Pixel unmixing for urban environment monitoring using multi-temporal satellite images.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010
Spatial-temporal analysis of land use change in county level based on remote sensing.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010
2009
Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Image Vis. Comput., 2008
2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
A novel spectral similarity measure approach based on set operations and spectral polygon.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
On the framework, algorithms and applications of hyperspectral remote sensing data mining.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005