On the framework, algorithms and applications of hyperspectral remote sensing data mining. - Peijun Du; Yunhao Chen (IGARSS, 2005)

A novel spectral similarity measure approach based on set operations and spectral polygon. - Peijun Du; Yunhao Chen (IGARSS, 2005)

Study on content-based remote sensing image retrieval. - Peijun Du; Yunhao Chen; Hong Tang 002; Tao Fang (IGARSS, 2005)

Multi-objective processing of ASTER image for urban environmental analysis. - Peijun Du; Pei Liu 005; Huapeng Zhang; Hairong Zhang (IGARSS, 2007)

Comparison of Vegetation Index from ASTER, CBERS and Landsat ETM+. - Peijun Du; Huapeng Zhang; Linshan Yuan; Pei Liu 005; Hairong Zhang (IGARSS, 2007)

Intra-dimensional feature diagnosticity in the Fuzzy Feature Contrast Model. - Hong Tang 002; Tao Fang; Peijun Du; Pengfei Shi (Image Vis. Comput., 2008)

Urban Thermal Environment Simulation and Prediction based on Remote Sensing and GIS. - Peijun Du; Pei Liu 005; Yan Luo (IGARSS (3), 2009)

Hyperspectral Remote Sensing Image Classification based on Decision Level Fusion. - Peijun Du; Wei Zhang 156; Shubi Zhang; Junshi Xia (IGARSS (4), 2009)

Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image. - Peijun Du; Guangli Li; Wei Zhang 156; Xiaomei Wang; Hao Sun (MCS, 2009)

Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers. - Peijun Du; Hao Sun; Wei Zhang 156 (MCS, 2009)

Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification. - Peijun Du; Wei Zhang 156; Hao Sun (MCS, 2009)

Spatial-temporal analysis of land use change in county level based on remote sensing. - Hui Lin; Peijun Du; Pei Liu 005; Lianpeng Zhang; Huasheng Sun (Geoinformatics, 2010)

Pixel unmixing for urban environment monitoring using multi-temporal satellite images. - Yindi Zhao; Huijian Du; Peijun Du; Yan Cai 006 (Geoinformatics, 2010)

Extraction of urban impervious surface from hyperspectral remote sensing image. - Peijun Du; Junshi Xia; Wen Cao; Xiaoling Wang (WHISPERS, 2010)

Classification of hyperspectral image based on morphological profiles and multi-kernel SVM. - Kun Tan; Peijun Du (WHISPERS, 2010)

Fusion of difference images for change detection in urban areas. - Sicong Liu 001; Peijun Du; Paolo Gamba; Junshi Xia (JURSE, 2011)

Monitoring urban impervious surface area change using CBERS and HJ-1 remote sensing images. - Junshi Xia; Peijun Du; Huapeng Zhang; Linshan Yuan (JURSE, 2011)

Foreword to the Special Issue on "Human Settlements: A Global Remote Sensing Challenge". - Paolo Gamba; Peijun Du; Carsten Jürgens; Derya Maktav (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Target-driven change detection based on data transformation and similarity measures. - Peijun Du; Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo (IGARSS, 2012)

Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. - Peijun Du; Junshi Xia; Jocelyn Chanussot; Xiyan He (IGARSS, 2012)

Evaluation and analysis of fusion algorithms for active and passive remote sensing image. - Paolo Gamba; Pei Liu 005; Peijun Du; Hui Lin (IGARSS, 2012)

A review on the geological applications of hyperspectral remote sensing technology. - Zhizhong Li; Rihong Yang; Fuxing Dang; Peijun Du; Xianfeng Zhang; Bingxiang Tan; Huijie Zhao; Hongjun Su (WHISPERS, 2012)

Unsupervised hierarchical spectral analysis for change detection in hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (WHISPERS, 2012)

Hyperspectral imagery visualization using band selection. - Hongjun Su; Qian Du 001; Peijun Du (WHISPERS, 2012)

Hyperspectral image classification using band selection and morphological profile. - Kun Tan; Erzhu Li; Qian Du 001; Peijun Du (WHISPERS, 2012)

Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. - Junshi Xia; Jocelyn Chanussot; Peijun Du; Xiyan He (WHISPERS, 2012)

A semisupervised feature metric based band selection method for hyperspectral image classification. - Chen Yang 001; Sicong Liu 001; Lorenzo Bruzzone; Renchu Guan; Peijun Du (WHISPERS, 2012)

Multiple Classifier System for Remote Sensing Image Classification: A Review. - Peijun Du; Junshi Xia; Wei Zhang 156; Kun Tan; Yi Liu 017; Sicong Liu 001 (Sensors, 2012)

Fusion of Difference Images for Change Detection Over Urban Areas. - Peijun Du; Sicong Liu 001; Paolo Gamba; Kun Tan; Junshi Xia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

A novel hierarchical method for change detection in multitemporal hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IGARSS, 2013)

A novel endmember extraction method using modified maximum spectral screening. - Hongjun Su; Peijun Du; Qian Du 001 (IGARSS, 2013)

MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. - Junshi Xia; Peijun Du; Xiyan He (MCS, 2013)

An optimized band selection scheme for hyperspectral imagery analysis. - Hongjun Su; Qian Du 001; Peijun Du (WHISPERS, 2013)

Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. - Zhaohui Xue; Peijun Du; Hongjun Su (WHISPERS, 2013)

A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. - Zhaohui Xue; Peijun Du; Hongjun Su (WHISPERS, 2013)

Information fusion techniques for change detection from multi-temporal remote sensing images. - Peijun Du; Sicong Liu 001; Junshi Xia; Yindi Zhao (Inf. Fusion, 2013)

A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification. - Chen Yang 001; Sicong Liu 001; Lorenzo Bruzzone; Renchu Guan; Peijun Du (IEEE Geosci. Remote. Sens. Lett., 2013)

A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IGARSS, 2014)

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

Hyperspectral band selection using firefly algorithm. - Hongjun Su; Qiannan Li; Peijun Du (WHISPERS, 2014)

Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. - Zhaohui Xue; Peijun Du; Hongjun Su (WHISPERS, 2014)

Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images. - Peijun Du; Sicong Liu 001; Pei Liu 005; Kun Tan; Liang Cheng 003 (Geo spatial Inf. Sci., 2014)

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. - Junshi Xia; Peijun Du; Xiyan He; Jocelyn Chanussot (IEEE Geosci. Remote. Sens. Lett., 2014)

Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples. - Peijun Du; Pei Liu 005; Junshi Xia; Li Feng; Sicong Liu 001; Kun Tan; Liang Cheng 003 (Remote. Sens., 2014)

Foreword to the Special Issue on Pattern Recognition in Remote Sensing. - Qian Du 001; Eckart Michaelsen; Peijun Du; Lorenzo Bruzzone; Xiaohua Tong; Uwe Stilla (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

E2LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification. - Alim Samat; Peijun Du; Sicong Liu 001; Jun Li 009; Liang Cheng 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Optimized Hyperspectral Band Selection Using Particle Swarm Optimization. - Hongjun Su; Qian Du 001; Genshe Chen; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral Image Visualization Using Band Selection. - Hongjun Su; Qian Du 001; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral Image Classification Using Band Selection and Morphological Profiles. - Kun Tan; Erzhu Li; Qian Du 001; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Estimation of Arsenic Contamination in Reclaimed Agricultural Soils Using Reflectance Spectroscopy and ANFIS Model. - Kun Tan; Yuanyuan Ye; Qian Cao; Peijun Du; Jihong Dong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Integration of LiDAR Data and Orthophoto for Automatic Extraction of Parking Lot Structure. - Lihua Tong; Liang Cheng 003; Manchun Li; Jiechen Wang; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification. - Junshi Xia; Jocelyn Chanussot; Peijun Du; Xiyan He (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. - Zhaohui Xue; Peijun Du; Li Feng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM. - Zhaohui Xue; Peijun Du; Hongjun Su (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Rotation-Based Ensemble Classifiers for High-Dimensional Data. - Junshi Xia; Jocelyn Chanussot; Peijun Du; Xiyan He (Fusion in Computer Vision, 2014)

Semi-supervised graph fusion of hyperspectral and lidar data for classification. - Wenzhi Liao; Junshi Xia; Peijun Du; Wilfried Philips (IGARSS, 2015)

Multitemporal spectral unmixing for change detection in hyperspectral images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IGARSS, 2015)

Urban vegetation classification based on phenology using HJ-1A/B time series imagery. - Feng Li; Liujun Zhu; Liu Han; Huang Yinyou; Peijun Du; Ebenezer Adaku (JURSE, 2015)

Improved extraction of urban extents from ASAR Wide Swath data. - Gianni Lisini; Paolo Gamba; Peijun Du (JURSE, 2015)

Evaluation on the natural suitability of urban human settlement environment using multisource data. - Jieqiong Luo; Peijun Du; Alim Samat; Li Feng (JURSE, 2015)

Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data. - Jike Chen; Junshi Xia; Peijun Du; Jocelyn Chanussot (WHISPERS, 2015)

CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration. - Fuping Gan; Shuneng Liang; Peijun Du; Fuxing Dang; Kun Tan; Hongjun Su; Zhaohui Xue (WHISPERS, 2015)

A novel dynamic classifier ensemble algorithm for hyperspectral image classification. - Hongjun Su; Peijun Du (WHISPERS, 2015)

Active extreme learning machines for quad-polarimetric SAR imagery classification. - Alim Samat; Paolo Gamba; Peijun Du; Jieqiong Luo (Int. J. Appl. Earth Obs. Geoinformation, 2015)

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

Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction. - Junshi Xia; Wenzhi Liao; Jocelyn Chanussot; Peijun Du; Guanghan Song; Wilfried Philips (IEEE Geosci. Remote. Sens. Lett., 2015)

Spectral Indices for Estimating Exposed Carbonate Rock Fraction in Karst Areas of Southwest China. - Xiangjian Xie; Peijun Du; Junshi Xia; Jieqiong Luo (IEEE Geosci. Remote. Sens. Lett., 2015)

Technical Framework of Feature Extraction Based on Pixel-Level SAR Image Time Series. - Liang Cheng 003; Yafei Wang; Lishan Zhong; Peijun Du; Manchun Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Framework for Evaluating Visual and Geometric Quality of Three-Dimensional Models. - Liang Cheng 003; Wen Zhang; Lishan Zhong; Peijun Du; Manchun Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Integration of Hyperspectral Imagery and Sparse Sonar Data for Shallow Water Bathymetry Mapping. - Liang Cheng 003; Lei Ma 005; Wenting Cai; Lihua Tong; Manchun Li; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Massimo Zanetti; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields. - Junshi Xia; Jocelyn Chanussot; Peijun Du; Xiyan He (IEEE Trans. Geosci. Remote. Sens., 2015)

Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. - Junshi Xia; Mauro Dalla Mura; Jocelyn Chanussot; Peijun Du; Xiyan He (IEEE Trans. Geosci. Remote. Sens., 2015)

Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. - Zhaohui Xue; Peijun Du; Jun Li 009; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2015)

Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation. - Zhaohui Xue; Jun Li 009; Liang Cheng 003; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2015)

Predicting soil heavy metal based on Random Forest model. - Weibo Ma; Kun Tan; Peijun Du (IGARSS, 2016)

Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis. - Zhaohui Xue; Hongjun Su; Peijun Du (IGARSS, 2016)

Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. - Jaime Zabalza; Jinchang Ren; Jiangbin Zheng 001; Huimin Zhao 001; Chunmei Qing; Zhijing Yang; Peijun Du; Stephen Marshall (Neurocomputing, 2016)

Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. - Rui Bao; Junshi Xia; Mauro Dalla Mura; Peijun Du; Jocelyn Chanussot; Jinchang Ren (IEEE Geosci. Remote. Sens. Lett., 2016)

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. - Junshi Xia; Nicola Falco; Jón Atli Benediktsson; Jocelyn Chanussot; Peijun Du (IEEE Geosci. Remote. Sens. Lett., 2016)

Improved hyperspectral image classification by active learning using pre-designed mixed pixels. - Alim Samat; Jun Li 009; Sicong Liu 001; Peijun Du; Zelang Miao; Jieqiong Luo (Pattern Recognit., 2016)

Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples. - Jike Chen; Junshi Xia; Peijun Du; Jocelyn Chanussot; Zhaohui Xue; Xiangjian Xie (Remote. Sens., 2016)

A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement. - Kun Tan; Jishuai Zhu; Qian Du 001; Lixin Wu; Peijun Du (Remote. Sens., 2016)

Quantitative Estimation of Carbonate Rock Fraction in Karst Regions Using Field Spectra in 2.0-2.5 μm. - Xiangjian Xie; Shufang Tian; Peijun Du; Wenfeng Zhan; Alim Samat; Jike Chen (Remote. Sens., 2016)

Hierarchical Filtering Strategy for Registration of Remote Sensing Images of Coral Reefs. - Liang Cheng 003; Yuzhe Pian; Zhenjie Chen; Penghui Jiang; Yongxue Liu; Gang Chen 005; Peijun Du; Manchun Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data. - Jike Chen; Junshi Xia; Peijun Du; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

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

Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images. - Sicong Liu 001; Lorenzo Bruzzone; Francesca Bovolo; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2016)

Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification. - Alim Samat; Paolo Gamba; Sicong Liu 001; Peijun Du; Jilili Abuduwaili (IEEE Trans. Geosci. Remote. Sens., 2016)

Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. - Junshi Xia; Jocelyn Chanussot; Peijun Du; Xiyan He (IEEE Trans. Geosci. Remote. Sens., 2016)

Multiple composite kernel learning for hyperspectral image classification. - Peijun Du; Junshi Xia; Pedram Ghamisi; Akira Iwasaki; Jón Atli Benediktsson (IGARSS, 2017)

A novel semisupervised framework for multiple change detection in hyperspectral images. - Sicong Liu 001; Xiaohua Tong; Lorenzo Bruzzone; Peijun Du (IGARSS, 2017)

Kernel Fused Representation-Based Classifier for Hyperspectral Imagery. - Le Gan; Peijun Du; Junshi Xia; Yaping Meng (IEEE Geosci. Remote. Sens. Lett., 2017)

Dissimilarity-Weighted Sparse Representation for Hyperspectral Image Classification. - Le Gan; Junshi Xia; Peijun Du; Zhigang Xu (IEEE Geosci. Remote. Sens. Lett., 2017)

Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. - Zhaohui Xue; Peijun Du; Hongjun Su; Shaoguang Zhou (Remote. Sens., 2017)

Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. - Hongrui Zheng; Peijun Du; Jike Chen; Junshi Xia; Erzhu Li; Zhigang Xu; Xiaojuan Li; Naoto Yokoya (Remote. Sens., 2017)

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

Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification. - Erzhu Li; Peijun Du; Alim Samat; Yaping Meng; Meiqin Che (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. - Junshi Xia; Lionel Bombrun; Yannick Berthoumieu; Christian Germain; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Hyperspectral Image Classification With Rotation Random Forest Via KPCA. - Junshi Xia; Nicola Falco; Jón Atli Benediktsson; Peijun Du; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification. - Erzhu Li; Junshi Xia; Peijun Du; Cong Lin 002; Alim Samat (IEEE Trans. Geosci. Remote. Sens., 2017)

Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. - Zhaohui Xue; Peijun Du; Jun Li 009; Hongjun Su (IEEE Trans. Geosci. Remote. Sens., 2017)

A method of rice information extraction based on Particle Swarm Optimization SVM algorithm. - Yunfeng Li; Peijun Du; Zhaohui Xue; Le Gan; Xin Wang 032; Hao Liang (ICMLC, 2018)

2- and 3-D Urban Change Detection With Quad-PolSAR Data. - Meiqin Che; Peijun Du; Paolo Gamba (IEEE Geosci. Remote. Sens. Lett., 2018)

Multisource Earth Observation Data for Land-Cover Classification Using Random Forest. - Zhigang Xu; Jike Chen; Junshi Xia; Peijun Du; Hongrui Zheng; Le Gan (IEEE Geosci. Remote. Sens. Lett., 2018)

Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features. - Jike Chen; Peijun Du; Changshan Wu; Junshi Xia; Jocelyn Chanussot (Remote. Sens., 2018)

Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning. - Xin Wang 032; Sicong Liu 001; Peijun Du; Hao Liang; Junshi Xia; Yunfeng Li (Remote. Sens., 2018)

Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification. - Le Gan; Junshi Xia; Peijun Du; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

SAR-Based Urban Extents Extraction: From ENVISAT to Sentinel-1. - Gianni Lisini; Andreas Salentinig; Peijun Du; Paolo Gamba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal. - Hongjun Su; Zhaoyue Wu; Qian Du 001; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification. - Peijun Du; Le Gan; Junshi Xia; Daming Wang (IEEE Trans. Geosci. Remote. Sens., 2018)

Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery. - Le Gan; Junshi Xia; Peijun Du; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2018)

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

Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. - Hongjun Su; Bo Zhao; Qian Du 001; Peijun Du; Zhaohui Xue (IEEE Trans. Geosci. Remote. Sens., 2018)

Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest. - Jike Chen; Junshi Xia; Shuanggen Jin; Peijun Du; Zhigang Xu (IGARSS, 2019)

Monitoring Artificial Surface Expansion in Ecological Redline Zones by Multi-Temporal VHR Images. - Cong Lin 002; Peng Zhang 059; Xuyu Bai; Xin Wang 032; Peijun Du (MultiTemp, 2019)

Unsupervised Change Detection in VHR Images Based on Morphological Profiles and Automated Training Sample Extraction. - Xin Wang 032; Peijun Du; Sicong Liu 001; Yaping Meng; Cong Lin 002 (MultiTemp, 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. - Xuyu Bai; Peijun Du; Shanchuan Guo; Peng Zhang 059; Cong Lin 002; Pengfei Tang; Ce Zhang 005 (Remote. Sens., 2019)

An Improved Approach for Soil Moisture Estimation in Gully Fields of the Loess Plateau Using Sentinel-1A Radar Images. - Shanchuan Guo; Xuyu Bai; Yu Chen 014; Shaoliang Zhang; Huping Hou; Qianlin Zhu; Peijun Du (Remote. Sens., 2019)

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30. - Cong Lin 002; Peijun Du; Alim Samat; Erzhu Li; Xin Wang 032; Junshi Xia (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. - Alim Samat; Naoto Yokoya; Peijun Du; Sicong Liu 001; Long Ma 005; Yongxiao Ge; Gulnura Issanova; Abdula Saparov; Jilili Abuduwaili; Cong Lin 002 (Remote. Sens., 2019)

Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification. - Zhaohui Xue; Sirui Yang; Hongyan Zhang 001; Peijun Du (Remote. Sens., 2019)

Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification. - Peijun Du; Erzhu Li; Junshi Xia; Alim Samat; Xuyu Bai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery. - Kun Tan; Fuyu Wu; Qian Du 001; Peijun Du; Yu Chen 014 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification. - Hongjun Su; Bo Zhao; Qian Du 001; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2019)

Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification. - Xue Wang 008; Kun Tan; Qian Du 001; Yu Chen 014; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2019)

Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification. - Shaoguang Zhou; Zhaohui Xue; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2019)

Roles of horizontal and vertical tree canopy structure in mitigating daytime and nighttime urban heat island effects. - Jike Chen; Shuanggen Jin; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2020)

Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion. - Junshi Xia; Wenzhi Liao; Peijun Du (IEEE Geosci. Remote. Sens. Lett., 2020)

A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data. - Peng Zhang 059; Peijun Du; Cong Lin 002; Xin Wang 032; Erzhu Li; Zhaohui Xue; Xuyu Bai (Remote. Sens., 2020)

Monitoring Human-Induced Surface Water Disturbance Around Taihu Lake Since 1984 by Time Series Landsat Images. - Yaping Meng; Peijun Du; Xin Wang 032; Xuyu Bai; Shanchuan Guo (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. - Pengfei Tang; Peijun Du; Cong Lin 002; Shanchuan Guo; Lu Qie (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples. - Xin Wang 032; Peijun Du; Dongmei Chen; Sicong Liu 001; Wei Zhang 156; Erzhu Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter. - Wei Zhang 156; Peijun Du; Cong Lin 002; Pingjie Fu; Xin Wang 032; Xuyu Bai; Hongrui Zheng; Junshi Xia; Alim Samat (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation. - Hongjun Su; Yao Yu; Qian Du 001; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2020)

CVA2E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification. - Xue Wang 008; Kun Tan; Qian Du 001; Yu Chen 014; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2020)

Integrating EfficientNet into an HAFNet Structure for Building Mapping in High-Resolution Optical Earth Observation Data. - Luca Ferrari 006; Fabio Dell'Acqua; Peng Zhang 059; Peijun Du (Remote. Sens., 2021)

Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification. - Alim Samat; Erzhu Li; Peijun Du; Sicong Liu 001; Zelang Miao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. - Alim Samat; Erzhu Li; Peijun Du; Sicong Liu 001; Junshi Xia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Vicarious Calibration for the AHSI Instrument of Gaofen-5 With Reference to the CRCS Dunhuang Test Site. - Kun Tan; Xue Wang 008; Chao Niu; Feng Wang 022; Peijun Du; De-Xin Sun; Juan Yuan; Jing Zhang (IEEE Trans. Geosci. Remote. Sens., 2021)

Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification. - Zhaohui Xue; Mengxue Zhang; Yifeng Liu; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2021)

A novel unsupervised binary change detection method for VHR optical remote sensing imagery over urban areas. - Hong Fang; Peijun Du; Xin Wang 032 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A novel multiple change detection approach based on tri-temporal logic-verified change vector analysis in posterior probability space. - Xin Wang 032; Peijun Du; Sicong Liu 001; Matthew Senyshen; Wei Zhang 156; Hong Fang; Xuanmei Fan (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Errata Erratum to "Unsupervised Change Detection Based on Weighted Change Vector Analysis and Improved Markov Random Field for High Spatial Resolution Imagery". - Hong Fang; Peijun Du; Xin Wang 032; Cong Lin 002; Pengfei Tang (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. - Hong Fang; Peijun Du; Xin Wang 032; Cong Lin 002; Pengfei Tang (IEEE Geosci. Remote. Sens. Lett., 2022)

Improved Bilinear CNN Model for Remote Sensing Scene Classification. - Erzhu Li; Alim Samat; Peijun Du; Wei Liu 095; Jinshan Hu (IEEE Geosci. Remote. Sens. Lett., 2022)

First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification. - Erzhu Li; Alim Samat; Ce Zhang 005; Peijun Du; Wei Liu 095 (IEEE Geosci. Remote. Sens. Lett., 2022)

CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering. - Alim Samat; Erzhu Li; Peijun Du; Sichong Liu 001; Zelang Miao; Wei Zhang 156 (IEEE Geosci. Remote. Sens. Lett., 2022)

Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification. - Pengfei Tang; Peijun Du; Junshi Xia; Peng Zhang 059; Wei Zhang 156 (IEEE Geosci. Remote. Sens. Lett., 2022)

Bi-CCD: Improved Continuous Change Detection by Combining Forward and Reverse Change Detection Procedure. - Hongrui Zheng; Peijun Du; Shanchuan Guo; Xin Wang 032; Wei Zhang 156; Sicong Liu 001; Xiaojuan Li (IEEE Geosci. Remote. Sens. Lett., 2022)

Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. - Alim Samat; Paolo Gamba; Wei Wang 145; Jieqiong Luo; Erzhu Li; Sicong Liu 001; Peijun Du; Jilili Abuduwaili (Remote. Sens., 2022)

Automatic SAR Change Detection Based on Visual Saliency and Multi-Hierarchical Fuzzy Clustering. - Yao Peng 001; Bin Cui 004; Hujun Yin; Yonghong Zhang; Peijun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Radiometric Cross-Calibration of the ZY1-02D Hyperspectral Imager Using the GF-5 AHSI Imager. - Chao Niu; Kun Tan; Xue Wang 008; Bo Han; Shule Ge; Peijun Du; Feng Wang 022 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Unified Multiscale Learning Framework for Hyperspectral Image Classification. - Xue Wang 008; Kun Tan; Peijun Du; Chen Pan; Jianwei Ding (IEEE Trans. Geosci. Remote. Sens., 2022)

S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. - Zhaohui Xue; Yiyang Zhou; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2022)

Attention-Aware Dynamic Self-Aggregation Network for Satellite Image Time Series Classification. - Wei Zhang 156; Peijun Du; Pingjie Fu; Peng Zhang 059; Pengfei Tang; Hongrui Zheng; Yaping Meng; Erzhu Li (IEEE Trans. Geosci. Remote. Sens., 2022)

Trend surface analysis of geographic flows. - Beiyang Guo; Tao Pei; Ci Song; Hua Shu 001; Mingbo Wu; Sihui Guo; Jingyu Jiang; Peijun Du (Int. J. Geogr. Inf. Sci., 2023)

Characterizing Markov Random Fields and Coefficient of Variations as Measures of Spatial Distributions for Hyperspectral Image Classification. - Bin Cui 004; Yao Peng 001; Hao Zhang 052; Wenmei Li; Peijun Du (IEEE Geosci. Remote. Sens. Lett., 2023)

Revealing Land Surface Deformation Over the Yineng Backfilling Mining Area, China, by Integrating Distributed Scatterer SAR Interferometry and a Mining Subsidence Model. - Yu Chen 014; Jie Li 094; Huaizhan Li; Yandong Gao; Shijin Li; Si Chen; Guangli Guo; Fangtian Wang; Dongsheng Zhao; Kefei Zhang; Peiling Li; Kun Tan; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Automatic Urban Scene-Level Binary Change Detection Based on a Novel Sample Selection Approach and Advanced Triplet Neural Network. - Hong Fang; Shanchuan Guo; Xin Wang 032; Sicong Liu 001; Cong Lin 002; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2023)

Scene Change Detection by Differential Aggregation Network and Class Probability-Based Fusion Strategy. - Hong Fang; Shanchuan Guo; Peng Zhang 059; Wei Zhang 156; Xin Wang 032; Sicong Liu 001; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2023)

A Novel Exposed Coal Index Combining Flat Spectral Shape and Low Reflectance. - Xiaoquan Pan; Peng Zhang 059; Shanchuan Guo; Wei Zhang 156; Zilong Xia; Hong Fang; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2023)

Pixel-Scene-Pixel-Object Sample Transferring: A Labor-Free Approach for High-Resolution Plastic Greenhouse Mapping. - Peng Zhang 059; Shanchuan Guo; Wei Zhang 156; Cong Lin 002; Zilong Xia; Xingang Zhang; Hong Fang; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2023)

A Novel Knowledge-Driven Automated Solution for High-Resolution Cropland Extraction by Cross-Scale Sample Transfer. - Wei Zhang 156; Shanchuan Guo; Peng Zhang 059; Zilong Xia; Xingang Zhang; Cong Lin 002; Pengfei Tang; Hong Fang; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2023)

UnTDIP: Unsupervised neural network for DEM super-resolution integrating terrain knowledge and deep prior. - Xingang Zhang; Wei Zhang 156; Shanchuan Guo; Peng Zhang 059; Hong Fang; Haowei Mu; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2023)

A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery. - Peng Zhang 059; Cong Lin 002; Shanchuan Guo; Wei Zhang 156; Hong Fang; Peijun Du (Int. J. Digit. Earth, 2023)

A novel surface deformation prediction method based on AWC-LSTM model. - Yu Chen 014; Xinlong Chen; Shanchuan Guo; Huaizhan Li; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations. - Shanchuan Guo; Yu Chen 014; Peng Zhang 059; Wei Zhang 156; Pengfei Tang; Hong Fang; Junshi Xia; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2024)

A semi-analytical approach for estimating inland water inherent optical properties and chlorophyll a using airborne hyperspectral imagery. - Chao Niu; Kun Tan; Xue Wang 008; Peijun Du; Chen Pan (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Enhanced Edge Information and Prototype Constrained Clustering for SAR Change Detection. - Bin Cui 004; Yao Peng 001; Yonghong Zhang; Hujun Yin; Hong Fang; Shanchuan Guo; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2024)

Mapping Co-Seismic Landslides in Vegetated Areas by Incorporating Tri-Temporal Logical Information in Change Detection Method. - Chenghan Yang; Xin Wang 032; Shanchuan Guo; Hong Fang; Peijun Du (IEEE Trans. Geosci. Remote. Sens., 2024)

DMP-PUNet: A novel network for two-dimensional InSAR phase unwrapping under severe noise and complex fringes conditions. - Yu Chen 014; Shuai Wang; Yandong Gao; Yanjian Sun; Jinqi Zhao; Kun Tan; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2025)

MCR-PFNet: A novel InSAR interferometric phase filtering method for complex noise and large gradient deformations. - Shuai Wang; Yu Chen 014; Kaiwen Ding; Yandong Gao; Kun Tan; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Integrating multiple terrain features for artefact detection in the newly released TanDEM-X 30 m DEM and DCM over the Loess Plateau. - Xingang Zhang; Shanchuan Guo; Zilong Xia; Haowei Mu; Bing Wang; Bin Cui 004; Hong Fang; Peijun Du (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Comprehensive assessment of ecological vulnerability in arid-semiarid regions based on the ACEVI model and ANP-EWM method: A case study of the HBOYUA (China). - Yu Chen 014; Weiyun Cao; Kaiwen Ding; Shuai Wang; Peijun Du (Ecol. Informatics, 2025)

Assessment of land surface vulnerability using time-series geospatial datasets. - Bo Yuan 014; Shanchuan Guo; Haowei Mu; Xiaoquan Pan; Chunqiang Li; Zilong Xia; Xingang Zhang; Peijun Du (Ecol. Informatics, 2025)

Toward High-Confidence Homogeneous Features: Partial Neighborhood Ratio Based Difference Image for SAR Change Detection. - Bin Cui 004; Yao Peng 001; Huarong Jia; Shanchuan Guo; Peijun Du (IEEE Geosci. Remote. Sens. Lett., 2025)