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

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)

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification. - Alim Samat; Claudio Persello; Paolo Gamba; Sicong Liu 001; Jilili Abuduwaili; Erzhu Li (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)

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)

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)

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas. - Alim Samat; Paolo Gamba; Sicong Liu 001; Zelang Miao; Erzhu Li; Jilili Abuduwaili (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Fuzzy multiclass active learning for hyperspectral image classification. - Alim Samat; Paolo Gamba; Sicong Liu 001; Erzhu Li; Zelang Miao; Jilili Abuduwaili (IET Image Process., 2018)

Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile. - Alim Samat; Claudio Persello; Sicong Liu 001; Erzhu Li; Zelang Miao; Jilili Abuduwaili (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks. - Wei Liu 095; Dayu Cheng; Pengcheng Yin; Mengyuan Yang; Erzhu Li; Meng Xie; Lianpeng Zhang (ISPRS Int. J. Geo Inf., 2019)

High-Resolution Imagery Classification Based on Different Levels of Information. - Erzhu Li; Alim Samat; Wei Liu 095; Cong Lin 002; Xuyu Bai (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)

Accurate Building Extraction from Fused DSM and UAV Images Using a Chain Fully Convolutional Neural Network. - Wei Liu 095; Mengyuan Yang; Meng Xie; Zihui Guo; Erzhu Li; Lianpeng Zhang; Tao Pei; Dong Wang (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)

Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles. - Alim Samat; Erzhu Li; Sicong Liu 001; Zelang Miao; Wei Wang 145 (J. Imaging, 2020)

Edge Gradient-Based Active Learning for Hyperspectral Image Classification. - Alim Samat; Jun Li 009; Cong Lin 002; Sicong Liu 001; Erzhu Li (IEEE Geosci. Remote. Sens. Lett., 2020)

Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles. - Alim Samat; Erzhu Li; Wei Wang 145; Sicong Liu 001; Cong Lin 002; Jilili Abuduwaili (Remote. Sens., 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)

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)

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. - Fanggang Li; Erzhu Li; Ce Zhang 005; Alim Samat; Wei Liu 095; Chunmei Li; Peter M. Atkinson (Remote. Sens., 2021)

ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery. - Xiang Wen; Xing Li; Ce Zhang 005; Wenquan Han; Erzhu Li; Wei Liu 095; Lianpeng Zhang (Remote. Sens., 2021)

Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection. - Wei Liu 095; Jiawei Xu; Zihui Guo; Erzhu Li; Xing Li; Lianpeng Zhang; Wensong Liu (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. - 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)

An Improved Object CNN Method for Classification of High-Resolution Remote Sensing Imagery. - Zhiqing Li; Erzhu Li; Zhigang Su; Tianyu Xu (IGARSS, 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)

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)

Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions. - Tianyu Xu; Erzhu Li; Alim Samat; Zhiqing Li; Wei Liu 095; Lianpeng Zhang (Remote. Sens., 2022)

Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. - Ximing Liu; Alim Samat; Erzhu Li; Wei Wang 145; Jilili Abuduwaili (Sensors, 2022)

An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification. - Zhiqing Li; Erzhu Li; Alim Samat; Tianyu Xu; Wei Liu 095; Yihu Zhu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification. - Alim Samat; Erzhu Li; Wei Wang 145; Sicong Liu 001; Ximing Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images. - Jiacheng Shi; Wei Liu 095; Yihu Zhu; Shengli Wang; Sibao Hao; Changming Zhu; Haoyu Shan; Erzhu Li; Xing Li; Lianpeng Zhang (IEEE J. Sel. Top. Appl. Earth Obs. 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)

Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images. - Zhiqing Li; Erzhu Li; Tianyu Xu; Alim Samat; Wei Liu 095 (IEEE Geosci. Remote. Sens. Lett., 2023)

Remote Sensing Scene Classification Based on Multibranch Fusion Attention Network. - Jiacheng Shi; Wei Liu 095; Haoyu Shan; Erzhu Li; Xing Li; Lianpeng Zhang (IEEE Geosci. Remote. Sens. Lett., 2023)

A Building Shape Vectorization Hierarchy From VHR Remote Sensing Imagery Combined DCNNs-Based Edge Detection and PCA-Based Corner Extraction. - Xiang Wen; Xing Li; Wenquan Han; Erzhu Li; Wei Liu 095; Lianpeng Zhang; Yihu Zhu; Shengli Wang; Sibao Hao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Extracting Regular Building Footprints Using Projection Histogram Method from UAV-Based 3D Models. - Yaoyao Ren; Xing Li; Fangyuqing Jin; Chunmei Li; Wei Liu 095; Erzhu Li; Lianpeng Zhang (ISPRS Int. J. Geo Inf., 2024)

LFEMAP-Net: Low-Level Feature Enhancement and Multiscale Attention Pyramid Aggregation Network for Building Extraction From High-Resolution Remote Sensing Images. - Yu Liu; Erzhu Li; Wei Liu 095; Xing Li; Yuxuan Zhu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Multifeature Fusion Framework Based on D-S Theory for Automatic Building Extraction From High-Resolution Remote Sensing Imagery. - Xuedong Zhang; Xing Li; Jian Huang; Erzhu Li; Wei Liu 095; Lianpeng Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Nonagriculturalization Detection Based on Vector Polygons and Contrastive Learning With High-Resolution Remote Sensing Images. - Hui Zhang; Wei Liu 095; Changming Zhu; Hao Niu; Pengcheng Yin; Shiling Dong; Jialin Wu; Erzhu Li; Lianpeng Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Land Cover Change Detection Based on Vector Polygons and Deep Learning With High-Resolution Remote Sensing Images. - Hui Zhang; Wei Liu 095; Hao Niu; Pengcheng Yin; Shiling Dong; Jialin Wu; Erzhu Li; Lianpeng Zhang; Changming Zhu (IEEE Trans. Geosci. Remote. Sens., 2024)

Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification. - Ren Xu; Alim Samat; Enzhao Zhu; Erzhu Li; Wei Li 245 (Remote. Sens., 2024)

ESSegNeXt: A Novel Building Extraction Framework Based on Generalized SamGeo and SegNeXt Models Using High-Resolution Remote Sensing Images. - Qi Lu; Wensong Liu; Lianpeng Zhang; Erzhu Li; Junlong Qiu; Lei Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

DED-SAM:Adapting Segment Anything Model 2 for Dual Encoder-Decoder Change Detection. - Junlong Qiu; Wei Liu 095; Xin Zhang 031; Erzhu Li; Lianpeng Zhang; Xing Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

A Novel Change Detection Method Based on Visual Language From High-Resolution Remote Sensing Images. - Junlong Qiu; Wei Liu 095; Hui Zhang; Erzhu Li; Lianpeng Zhang; Xing Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)