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2020 – today
- 2024
[j119]Chao Niu, Kun Tan
, Xue Wang, Peijun Du, Chen Pan:
A semi-analytical approach for estimating inland water inherent optical properties and chlorophyll a using airborne hyperspectral imagery. Int. J. Appl. Earth Obs. Geoinformation 128: 103774 (2024)- [j118]Shanchuan Guo, Yu Chen, Peng Zhang, Wei Zhang, Pengfei Tang, Hong Fang, Junshi Xia, Peijun Du:
Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations. Int. J. Appl. Earth Obs. Geoinformation 134: 104155 (2024) - [j117]Bin Cui, Yao Peng, Yonghong Zhang, Hujun Yin, Hong Fang, Shanchuan Guo, Peijun Du:
Enhanced Edge Information and Prototype Constrained Clustering for SAR Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j116]Chenghan Yang, Xin Wang, Shanchuan Guo, Hong Fang, Peijun Du:
Mapping Co-Seismic Landslides in Vegetated Areas by Incorporating Tri-Temporal Logical Information in Change Detection Method. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - 2023
- [j115]Xingang Zhang, Wei Zhang, Shanchuan Guo, Peng Zhang, Hong Fang, Haowei Mu, Peijun Du:
UnTDIP: Unsupervised neural network for DEM super-resolution integrating terrain knowledge and deep prior. Int. J. Appl. Earth Obs. Geoinformation 122: 103430 (2023) - [j114]Peng Zhang, Cong Lin, Shanchuan Guo, Wei Zhang, Hong Fang, Peijun Du:
A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery. Int. J. Digit. Earth 16(1): 1640-1660 (2023) - [j113]Beiyang Guo, Tao Pei, Ci Song, Hua Shu, Mingbo Wu, Sihui Guo, Jingyu Jiang, Peijun Du:
Trend surface analysis of geographic flows. Int. J. Geogr. Inf. Sci. 37(1): 118-137 (2023) - [j112]Bin Cui, Yao Peng, Hao Zhang, Wenmei Li, Peijun Du:
Characterizing Markov Random Fields and Coefficient of Variations as Measures of Spatial Distributions for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j111]Yu Chen, Jie Li, Huaizhan Li, Yandong Gao, Shijin Li, Si Chen, Guangli Guo, Fangtian Wang, Dongsheng Zhao, Kefei Zhang, Peiling Li, Kun Tan, Peijun Du:
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. 16: 3611-3634 (2023) - [j110]Hong Fang, Shanchuan Guo, Xin Wang, Sicong Liu, Cong Lin, Peijun Du:
Automatic Urban Scene-Level Binary Change Detection Based on a Novel Sample Selection Approach and Advanced Triplet Neural Network. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j109]Hong Fang, Shanchuan Guo, Peng Zhang, Wei Zhang, Xin Wang, Sicong Liu, Peijun Du:
Scene Change Detection by Differential Aggregation Network and Class Probability-Based Fusion Strategy. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j108]Xiaoquan Pan, Peng Zhang, Shanchuan Guo, Wei Zhang, Zilong Xia, Hong Fang, Peijun Du:
A Novel Exposed Coal Index Combining Flat Spectral Shape and Low Reflectance. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j107]Peng Zhang, Shanchuan Guo, Wei Zhang, Cong Lin, Zilong Xia, Xingang Zhang, Hong Fang, Peijun Du:
Pixel-Scene-Pixel-Object Sample Transferring: A Labor-Free Approach for High-Resolution Plastic Greenhouse Mapping. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j106]Wei Zhang, Shanchuan Guo, Peng Zhang, Zilong Xia, Xingang Zhang, Cong Lin, Pengfei Tang, Hong Fang, Peijun Du:
A Novel Knowledge-Driven Automated Solution for High-Resolution Cropland Extraction by Cross-Scale Sample Transfer. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - 2022
- [j105]Hong Fang, Peijun Du, Xin Wang:
A novel unsupervised binary change detection method for VHR optical remote sensing imagery over urban areas. Int. J. Appl. Earth Obs. Geoinformation 108: 102749 (2022) - [j104]Xin Wang, Peijun Du, Sicong Liu, Matthew Senyshen, Wei Zhang, Hong Fang, Xuanmei Fan:
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 111: 102852 (2022) - [j103]Hong Fang, Peijun Du, Xin Wang, Cong Lin, Pengfei Tang:
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. 19: 1 (2022) - [j102]Hong Fang, Peijun Du, Xin Wang, Cong Lin, Pengfei Tang:
Unsupervised Change Detection Based on Weighted Change Vector Analysis and Improved Markov Random Field for High Spatial Resolution Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j101]Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu:
Improved Bilinear CNN Model for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j100]Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu:
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j99]Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang:
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j98]Pengfei Tang, Peijun Du, Junshi Xia, Peng Zhang, Wei Zhang:
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j97]Hongrui Zheng, Peijun Du, Shanchuan Guo, Xin Wang, Wei Zhang, Sicong Liu, Xiaojuan Li:
Bi-CCD: Improved Continuous Change Detection by Combining Forward and Reverse Change Detection Procedure. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j96]Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili:
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. Remote. Sens. 14(1): 230 (2022) - [j95]Yao Peng, Bin Cui, Hujun Yin, Yonghong Zhang, Peijun Du:
Automatic SAR Change Detection Based on Visual Saliency and Multi-Hierarchical Fuzzy Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7755-7769 (2022) - [j94]Chao Niu, Kun Tan, Xue Wang, Bo Han, Shule Ge, Peijun Du, Feng Wang:
Radiometric Cross-Calibration of the ZY1-02D Hyperspectral Imager Using the GF-5 AHSI Imager. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j93]Xue Wang, Kun Tan, Peijun Du, Chen Pan, Jianwei Ding:
A Unified Multiscale Learning Framework for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j92]Zhaohui Xue, Yiyang Zhou, Peijun Du:
S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j91]Wei Zhang, Peijun Du, Pingjie Fu, Peng Zhang, Pengfei Tang, Hongrui Zheng, Yaping Meng, Erzhu Li:
Attention-Aware Dynamic Self-Aggregation Network for Satellite Image Time Series Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - 2021
- [j90]Luca Ferrari, Fabio Dell'Acqua, Peng Zhang, Peijun Du:
Integrating EfficientNet into an HAFNet Structure for Building Mapping in High-Resolution Optical Earth Observation Data. Remote. Sens. 13(21): 4361 (2021) - [j89]Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia:
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3200-3214 (2021) - [j88]Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao:
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. 14: 9334-9349 (2021) - [j87]Kun Tan, Xue Wang, Chao Niu, Feng Wang, Peijun Du, De-Xin Sun, Juan Yuan, Jing Zhang:
Vicarious Calibration for the AHSI Instrument of Gaofen-5 With Reference to the CRCS Dunhuang Test Site. IEEE Trans. Geosci. Remote. Sens. 59(4): 3409-3419 (2021) - [j86]Zhaohui Xue, Mengxue Zhang, Yifeng Liu, Peijun Du:
Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(11): 9600-9615 (2021) - 2020
- [j85]Jike Chen, Shuanggen Jin, Peijun Du:
Roles of horizontal and vertical tree canopy structure in mitigating daytime and nighttime urban heat island effects. Int. J. Appl. Earth Obs. Geoinformation 89: 102060 (2020) - [j84]Junshi Xia, Wenzhi Liao, Peijun Du:
Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion. IEEE Geosci. Remote. Sens. Lett. 17(4): 666-670 (2020) - [j83]Peng Zhang, Peijun Du, Cong Lin, Xin Wang, Erzhu Li, Zhaohui Xue, Xuyu Bai:
A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data. Remote. Sens. 12(22): 3764 (2020) - [j82]Yaping Meng, Peijun Du, Xin Wang, Xuyu Bai, Shanchuan Guo:
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. 13: 3780-3789 (2020) - [j81]Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat:
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3903-3916 (2020) - [j80]Pengfei Tang, Peijun Du, Cong Lin, Shanchuan Guo, Lu Qie:
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. 13: 3931-3941 (2020) - [j79]Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li:
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6260-6276 (2020) - [j78]Hongjun Su, Yao Yu, Qian Du, Peijun Du:
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 58(6): 3778-3790 (2020) - [j77]Xue Wang, Kun Tan, Qian Du, Yu Chen, Peijun Du:
CVA2E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5676-5692 (2020)
2010 – 2019
- 2019
- [j76]Shanchuan Guo, Xuyu Bai, Yu Chen, Shaoliang Zhang, Huping Hou, Qianlin Zhu, Peijun Du:
An Improved Approach for Soil Moisture Estimation in Gully Fields of the Loess Plateau Using Sentinel-1A Radar Images. Remote. Sens. 11(3): 349 (2019) - [j75]Xuyu Bai, Peijun Du, Shanchuan Guo, Peng Zhang, Cong Lin, Pengfei Tang, Ce Zhang:
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. 11(11): 1332 (2019) - [j74]Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia:
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30. Remote. Sens. 11(12): 1397 (2019) - [j73]Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin:
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. 11(16): 1953 (2019) - [j72]Zhaohui Xue, Sirui Yang, Hongyan Zhang, Peijun Du:
Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification. Remote. Sens. 11(17): 1959 (2019) - [j71]Kun Tan, Fuyu Wu, Qian Du, Peijun Du, Yu Chen:
A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(2): 627-636 (2019) - [j70]Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai:
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 2600-2611 (2019) - [j69]Hongjun Su, Bo Zhao, Qian Du, Peijun Du:
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 1230-1241 (2019) - [j68]Shaoguang Zhou, Zhaohui Xue, Peijun Du:
Semisupervised Stacked Autoencoder With Cotraining for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(6): 3813-3826 (2019) - [j67]Xue Wang, Kun Tan, Qian Du, Yu Chen, Peijun Du:
Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 7232-7245 (2019) - [c52]Jike Chen, Junshi Xia, Shuanggen Jin, Peijun Du, Zhigang Xu:
Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest. IGARSS 2019: 704-707 - [c51]Cong Lin, Peng Zhang, Xuyu Bai, Xin Wang, Peijun Du:
Monitoring Artificial Surface Expansion in Ecological Redline Zones by Multi-Temporal VHR Images. MultiTemp 2019: 1-4 - [c50]Xin Wang, Peijun Du, Sicong Liu, Yaping Meng, Cong Lin:
Unsupervised Change Detection in VHR Images Based on Morphological Profiles and Automated Training Sample Extraction. MultiTemp 2019: 1-4 - 2018
- [j66]Meiqin Che, Peijun Du, Paolo Gamba:
2- and 3-D Urban Change Detection With Quad-PolSAR Data. IEEE Geosci. Remote. Sens. Lett. 15(1): 68-72 (2018) - [j65]Zhigang Xu, Jike Chen, Junshi Xia, Peijun Du, Hongrui Zheng, Le Gan:
Multisource Earth Observation Data for Land-Cover Classification Using Random Forest. IEEE Geosci. Remote. Sens. Lett. 15(5): 789-793 (2018) - [j64]Xin Wang, Sicong Liu, Peijun Du, Hao Liang, Junshi Xia, Yunfeng Li:
Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning. Remote. Sens. 10(2): 276 (2018) - [j63]Jike Chen, Peijun Du, Changshan Wu, Junshi Xia, Jocelyn Chanussot:
Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features. Remote. Sens. 10(6): 872 (2018) - [j62]Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1118-1130 (2018) - [j61]Gianni Lisini, Andreas Salentinig, Peijun Du, Paolo Gamba:
SAR-Based Urban Extents Extraction: From ENVISAT to Sentinel-1. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(8): 2683-2691 (2018) - [j60]Hongjun Su, Zhaoyue Wu, Qian Du, Peijun Du:
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 5029-5038 (2018) - [j59]Hongjun Su, Bo Zhao, Qian Du, Peijun Du, Zhaohui Xue:
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(4): 2467-2484 (2018) - [j58]Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza:
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. 56(5): 2704-2721 (2018) - [j57]Peijun Du, Le Gan, Junshi Xia, Daming Wang:
Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(8): 4664-4677 (2018) - [j56]Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(9): 5343-5356 (2018) - [c49]Yunfeng Li, Peijun Du, Zhaohui Xue, Le Gan, Xin Wang, Hao Liang:
A method of rice information extraction based on Particle Swarm Optimization SVM algorithm. ICMLC 2018: 396-400 - 2017
- [j55]Le Gan, Peijun Du, Junshi Xia, Yaping Meng:
Kernel Fused Representation-Based Classifier for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14(5): 684-688 (2017) - [j54]Le Gan, Junshi Xia, Peijun Du, Zhigang Xu:
Dissimilarity-Weighted Sparse Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(11): 1968-1972 (2017) - [j53]Zhaohui Xue, Peijun Du, Hongjun Su, Shaoguang Zhou:
Discriminative Sparse Representation for Hyperspectral Image Classification: A Semi-Supervised Perspective. Remote. Sens. 9(4): 386 (2017) - [j52]Hongrui Zheng, Peijun Du, Jike Chen, Junshi Xia, Erzhu Li, Zhigang Xu, Xiaojuan Li, Naoto Yokoya:
Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. Remote. Sens. 9(12): 1274 (2017) - [j51]Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang:
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(2): 691-711 (2017) - [j50]Erzhu Li, Peijun Du, Alim Samat, Yaping Meng, Meiqin Che:
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 1068-1081 (2017) - [j49]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot:
Hyperspectral Image Classification With Rotation Random Forest Via KPCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1601-1609 (2017) - [j48]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(10): 4605-4613 (2017) - [j47]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(4): 2351-2366 (2017) - [j46]Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat:
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55(10): 5653-5665 (2017) - [c48]Sicong Liu, Xiaohua Tong, Lorenzo Bruzzone, Peijun Du:
A novel semisupervised framework for multiple change detection in hyperspectral images. IGARSS 2017: 173-176 - [c47]Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson:
Multiple composite kernel learning for hyperspectral image classification. IGARSS 2017: 2223-2226 - 2016
- [j45]Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Huimin Zhao, Chunmei Qing, Zhijing Yang, Peijun Du, Stephen Marshall:
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. Neurocomputing 185: 1-10 (2016) - [j44]Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren:
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(3): 359-363 (2016) - [j43]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du:
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(4): 584-588 (2016) - [j42]Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo:
Improved hyperspectral image classification by active learning using pre-designed mixed pixels. Pattern Recognit. 51: 43-58 (2016) - [j41]Xiangjian Xie, Shufang Tian, Peijun Du, Wenfeng Zhan, Alim Samat, Jike Chen:
Quantitative Estimation of Carbonate Rock Fraction in Karst Regions Using Field Spectra in 2.0-2.5 μm. Remote. Sens. 8(1): 68 (2016) - [j40]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot, Zhaohui Xue, Xiangjian Xie:
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples. Remote. Sens. 8(7): 601 (2016) - [j39]Kun Tan, Jishuai Zhu, Qian Du, Lixin Wu, Peijun Du:
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement. Remote. Sens. 8(9): 749 (2016) - [j38]Liang Cheng, Yuzhe Pian, Zhenjie Chen, Penghui Jiang, Yongxue Liu, Gang Chen, Peijun Du, Manchun Li:
Hierarchical Filtering Strategy for Registration of Remote Sensing Images of Coral Reefs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 3304-3313 (2016) - [j37]Kun Tan, Xiao Jin, Antonio Plaza, Xuesong Wang, Liang Xiao, Peijun Du:
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. 9(8): 3439-3451 (2016) - [j36]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4060-4072 (2016) - [j35]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 54(3): 1519-1531 (2016) - [j34]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du:
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54(5): 2733-2748 (2016) - [j33]Alim Samat, Paolo Gamba, Sicong Liu, Peijun Du, Jilili Abuduwaili:
Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54(11): 6803-6817 (2016) - [c46]Zhaohui Xue, Hongjun Su, Peijun Du:
Sparse graph regularization for robust crop mapping using hyperspectral remotely sensed imagery: A case study in Heihe, Zhangye oasis. IGARSS 2016: 779-782 - [c45]Weibo Ma, Kun Tan, Peijun Du:
Predicting soil heavy metal based on Random Forest model. IGARSS 2016: 4331-4334 - [c44]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS 2016: 5126-5129 - 2015
- [j32]Alim Samat, Paolo Gamba, Peijun Du, Jieqiong Luo:
Active extreme learning machines for quad-polarimetric SAR imagery classification. Int. J. Appl. Earth Obs. Geoinformation 35: 305-319 (2015) - [j31]Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza:
Learning Discriminative Sparse Representations for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 9(6): 1089-1104 (2015) - [j30]Junshi Xia, Wenzhi Liao, Jocelyn Chanussot, Peijun Du, Guanghan Song, Wilfried Philips:
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 12(7): 1471-1475 (2015) - [j29]Xiangjian Xie, Peijun Du, Junshi Xia, Jieqiong Luo:
Spectral Indices for Estimating Exposed Carbonate Rock Fraction in Karst Areas of Southwest China. IEEE Geosci. Remote. Sens. Lett. 12(9): 1988-1992 (2015) - [j28]Liang Cheng, Wen Zhang, Lishan Zhong, Peijun Du, Manchun Li:
Framework for Evaluating Visual and Geometric Quality of Three-Dimensional Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(3): 1281-1294 (2015) - [j27]Liang Cheng, Yafei Wang, Lishan Zhong, Peijun Du, Manchun Li:
Technical Framework of Feature Extraction Based on Pixel-Level SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1665-1681 (2015) - [j26]Zhaohui Xue, Jun Li, Liang Cheng, Peijun Du:
Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation. IEEE Trans. Geosci. Remote. Sens. 53(1): 70-84 (2015) - [j25]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du:
Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(1): 244-260 (2015) - [j24]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 53(5): 2532-2546 (2015) - [j23]Liang Cheng, Lei Ma, Wenting Cai, Lihua Tong, Manchun Li, Peijun Du:
Integration of Hyperspectral Imagery and Sparse Sonar Data for Shallow Water Bathymetry Mapping. IEEE Trans. Geosci. Remote. Sens. 53(6): 3235-3249 (2015) - [j22]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Massimo Zanetti, Peijun Du:
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53(8): 4363-4378 (2015) - [j21]Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He:
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(9): 4768-4786 (2015) - [j20]Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su:
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 53(11): 6114-6133 (2015) - [c43]Wenzhi Liao, Junshi Xia, Peijun Du, Wilfried Philips:
Semi-supervised graph fusion of hyperspectral and lidar data for classification. IGARSS 2015: 53-56 - [c42]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du:
Multitemporal spectral unmixing for change detection in hyperspectral images. IGARSS 2015: 4165-4168 - [c41]Feng Li, Liujun Zhu, Liu Han, Huang Yinyou, Peijun Du, Ebenezer Adaku:
Urban vegetation classification based on phenology using HJ-1A/B time series imagery. JURSE 2015: 1-4 - [c40]Gianni Lisini, Paolo Gamba, Peijun Du:
Improved extraction of urban extents from ASAR Wide Swath data. JURSE 2015: 1-4 - [c39]Jieqiong Luo, Peijun Du, Alim Samat, Li Feng:
Evaluation on the natural suitability of urban human settlement environment using multisource data. JURSE 2015: 1-4 - [c38]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data. WHISPERS 2015: 1-4 - [c37]Fuping Gan, Shuneng Liang, Peijun Du, Fuxing Dang, Kun Tan, Hongjun Su, Zhaohui Xue:
CHESRE: A comprehensive public hyperspectral experimental site and data set for resources exploration. WHISPERS 2015: 1-4 - [c36]Hongjun Su, Peijun Du:
A novel dynamic classifier ensemble algorithm for hyperspectral image classification. WHISPERS 2015: 1-4 - 2014
- [j19]Peijun Du, Sicong Liu, Pei Liu, Kun Tan, Liang Cheng:
Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images. Geo spatial Inf. Sci. 17(1): 26-38 (2014) - [j18]Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot:
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geosci. Remote. Sens. Lett. 11(1): 239-243 (2014) - [j17]Peijun Du, Pei Liu, Junshi Xia, Li Feng, Sicong Liu, Kun Tan, Liang Cheng:
Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples. Remote. Sens. 6(10): 9458-9474 (2014) - [j16]Kun Tan, Erzhu Li, Qian Du, Peijun Du:
Hyperspectral Image Classification Using Band Selection and Morphological Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(1): 40-48 (2014) - [j15]Lihua Tong, Liang Cheng, Manchun Li, Jiechen Wang, Peijun Du:
Integration of LiDAR Data and Orthophoto for Automatic Extraction of Parking Lot Structure. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(2): 503-514 (2014) - [j14]Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng:
E2LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1060-1069 (2014) - [j13]Zhaohui Xue, Peijun Du, Li Feng:
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. 7(4): 1142-1156 (2014) - [j12]Zhaohui Xue, Peijun Du, Hongjun Su:
Harmonic Analysis for Hyperspectral Image Classification Integrated With PSO Optimized SVM. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2131-2146 (2014) - [j11]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2224-2236 (2014) - [j10]Kun Tan, Yuanyuan Ye, Qian Cao, Peijun Du, Jihong Dong:
Estimation of Arsenic Contamination in Reclaimed Agricultural Soils Using Reflectance Spectroscopy and ANFIS Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2540-2546 (2014) - [j9]Hongjun Su, Qian Du, Peijun Du:
Hyperspectral Image Visualization Using Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2647-2658 (2014) - [j8]Hongjun Su, Qian Du, Genshe Chen, Peijun Du:
Optimized Hyperspectral Band Selection Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2659-2670 (2014) - [j7]Qian Du, Eckart Michaelsen, Peijun Du, Lorenzo Bruzzone, Xiaohua Tong, Uwe Stilla:
Foreword to the Special Issue on Pattern Recognition in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4615-4619 (2014) - [c35]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du:
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images. IGARSS 2014: 4656-4659 - [c34]Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh:
Spectrometer-driven spectral partitioning for hyperspectral image classification. WHISPERS 2014: 1-4 - [c33]Hongjun Su, Qiannan Li, Peijun Du:
Hyperspectral band selection using firefly algorithm. WHISPERS 2014: 1-4 - [c32]Zhaohui Xue, Peijun Du, Hongjun Su:
Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification. WHISPERS 2014: 1-4 - [p1]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Rotation-Based Ensemble Classifiers for High-Dimensional Data. Fusion in Computer Vision 2014: 135-160 - 2013
- [j6]Peijun Du, Sicong Liu, Junshi Xia, Yindi Zhao:
Information fusion techniques for change detection from multi-temporal remote sensing images. Inf. Fusion 14(1): 19-27 (2013) - [j5]Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du:
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 10(5): 1152-1156 (2013) - [c31]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du:
A novel hierarchical method for change detection in multitemporal hyperspectral images. IGARSS 2013: 823-826 - [c30]Hongjun Su, Peijun Du, Qian Du:
A novel endmember extraction method using modified maximum spectral screening. IGARSS 2013: 1015-1018 - [c29]Junshi Xia, Peijun Du, Xiyan He:
MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. MCS 2013: 343-351 - [c28]Hongjun Su, Qian Du, Peijun Du:
An optimized band selection scheme for hyperspectral imagery analysis. WHISPERS 2013: 1-4 - [c27]Zhaohui Xue, Peijun Du, Hongjun Su:
Random subspace ensemble for hyperspectral imagery classification based on dictionary learned sparse representation. WHISPERS 2013: 1-4 - [c26]Zhaohui Xue, Peijun Du, Hongjun Su:
A novel classification technique for hyperspectral imagery based on Harmonic Analysis, SVM and PSO. WHISPERS 2013: 1-4 - 2012
- [j4]Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu, Sicong Liu:
Multiple Classifier System for Remote Sensing Image Classification: A Review. Sensors 12(4): 4764-4792 (2012) - [j3]Peijun Du, Sicong Liu, Paolo Gamba, Kun Tan, Junshi Xia:
Fusion of Difference Images for Change Detection Over Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(4): 1076-1086 (2012) - [c25]Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He:
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. IGARSS 2012: 174-177 - [c24]Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo:
Target-driven change detection based on data transformation and similarity measures. IGARSS 2012: 2016-2019 - [c23]Paolo Gamba, Pei Liu, Peijun Du, Hui Lin:
Evaluation and analysis of fusion algorithms for active and passive remote sensing image. IGARSS 2012: 2272-2275 - [c22]Zhizhong Li, Rihong Yang, Fuxing Dang, Peijun Du, Xianfeng Zhang, Bingxiang Tan, Huijie Zhao, Hongjun Su:
A review on the geological applications of hyperspectral remote sensing technology. WHISPERS 2012: 1-4 - [c21]Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du:
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images. WHISPERS 2012: 1-4 - [c20]Hongjun Su, Qian Du, Peijun Du:
Hyperspectral imagery visualization using band selection. WHISPERS 2012: 1-4 - [c19]Kun Tan, Erzhu Li, Qian Du, Peijun Du:
Hyperspectral image classification using band selection and morphological profile. WHISPERS 2012: 1-4 - [c18]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. WHISPERS 2012: 1-4 - [c17]Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du:
A semisupervised feature metric based band selection method for hyperspectral image classification. WHISPERS 2012: 1-4 - 2011
- [j2]Paolo Gamba, Peijun Du, Carsten Jürgens, Derya Maktav:
Foreword to the Special Issue on "Human Settlements: A Global Remote Sensing Challenge". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 5-7 (2011) - [c16]Sicong Liu, Peijun Du, Paolo Gamba, Junshi Xia:
Fusion of difference images for change detection in urban areas. JURSE 2011: 165-168 - [c15]Junshi Xia, Peijun Du, Huapeng Zhang, Linshan Yuan:
Monitoring urban impervious surface area change using CBERS and HJ-1 remote sensing images. JURSE 2011: 177-180 - 2010
- [c14]Hui Lin, Peijun Du, Pei Liu, Lianpeng Zhang, Huasheng Sun:
Spatial-temporal analysis of land use change in county level based on remote sensing. Geoinformatics 2010: 1-8 - [c13]Yindi Zhao, Huijian Du, Peijun Du, Yan Cai:
Pixel unmixing for urban environment monitoring using multi-temporal satellite images. Geoinformatics 2010: 1-6 - [c12]Peijun Du, Junshi Xia, Wen Cao, Xiaoling Wang:
Extraction of urban impervious surface from hyperspectral remote sensing image. WHISPERS 2010: 1-5 - [c11]Kun Tan, Peijun Du:
Classification of hyperspectral image based on morphological profiles and multi-kernel SVM. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c10]Peijun Du, Wei Zhang, Shubi Zhang, Junshi Xia:
Hyperspectral Remote Sensing Image Classification based on Decision Level Fusion. IGARSS (4) 2009: 940-943 - [c9]Peijun Du, Pei Liu, Luo Yan:
Urban Thermal Environment Simulation and Prediction based on Remote Sensing and GIS. IGARSS (3) 2009: 1055-1058 - [c8]Peijun Du, Wei Zhang, Hao Sun:
Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification. MCS 2009: 52-61 - [c7]Peijun Du, Guangli Li, Wei Zhang, Xiaomei Wang, Hao Sun:
Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image. MCS 2009: 398-407 - [c6]Peijun Du, Hao Sun, Wei Zhang:
Target Identification from High Resolution Remote Sensing Image by Combining Multiple Classifiers. MCS 2009: 408-417 - 2008
- [j1]Hong Tang, Tao Fang, Peijun Du, Pengfei Shi:
Intra-dimensional feature diagnosticity in the Fuzzy Feature Contrast Model. Image Vis. Comput. 26(6): 751-760 (2008) - 2007
- [c5]Peijun Du, Pei Liu, Huapeng Zhang, Hairong Zhang:
Multi-objective processing of ASTER image for urban environmental analysis. IGARSS 2007: 675-678 - [c4]Peijun Du, Huapeng Zhang, Linshan Yuan, Pei Liu, Hairong Zhang:
Comparison of Vegetation Index from ASTER, CBERS and Landsat ETM+. IGARSS 2007: 3341-3344 - 2005
- [c3]Peijun Du, Yunhao Chen:
On the framework, algorithms and applications of hyperspectral remote sensing data mining. IGARSS 2005: 4 - [c2]Peijun Du, Yunhao Chen, Hong Tang, Tao Fang:
Study on content-based remote sensing image retrieval. IGARSS 2005: 4 - [c1]Peijun Du, Yunhao Chen:
A novel spectral similarity measure approach based on set operations and spectral polygon. IGARSS 2005: 4319-4322
Coauthor Index
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