Erzhu Li

50 papers C 1Journal 48Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated building outline extraction from digital surface models and orthophoto: a novel contour-based approach.
Int. J. Geogr. Inf. Sci.
Fangyuqing Jin, Xing Li, Yihu Zhu, Zirui Ou, Yaoyao Ren, Shuai Peng, Chunmei Li, Wei Liu, Erzhu Li, Lianpeng Zhang
2025 J jnl
A Novel Change Detection Method Based on Visual Language From High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junlong Qiu, Wei Liu, Hui Zhang, Erzhu Li, Lianpeng Zhang, Xing Li
2025 J jnl
DED-SAM:Adapting Segment Anything Model 2 for Dual Encoder-Decoder Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junlong Qiu, Wei Liu, Xin Zhang, Erzhu Li, Lianpeng Zhang, Xing Li
2025 J jnl
ESSegNeXt: A Novel Building Extraction Framework Based on Generalized SamGeo and SegNeXt Models Using High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qi Lu, Wensong Liu, Lianpeng Zhang, Erzhu Li, Junlong Qiu, Lei Wang
2025 J jnl
LMG-Net: A Lightweight Remote Sensing Change Detection Network With Multilevel Global Features.
IEEE Geosci. Remote. Sens. Lett.
Yutian Li, Wei Liu, Erzhu Li, Lianpeng Zhang, Xing Li
2025 J jnl
SAM-Mamba: A Two-Stage Change Detection Network Combining the Adapting Segment Anything and Mamba Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yutian Li, Wei Liu, Erzhu Li, Lianpeng Zhang, Xing Li
2024 J jnl
A Multifeature Fusion Framework Based on D-S Theory for Automatic Building Extraction From High-Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuedong Zhang, Xing Li, Jian Huang, Erzhu Li, Wei Liu, Lianpeng Zhang
2024 J jnl
Extracting Regular Building Footprints Using Projection Histogram Method from UAV-Based 3D Models.
ISPRS Int. J. Geo Inf.
Yaoyao Ren, Xing Li, Fangyuqing Jin, Chunmei Li, Wei Liu, Erzhu Li, Lianpeng Zhang
2024 J jnl
LFEMAP-Net: Low-Level Feature Enhancement and Multiscale Attention Pyramid Aggregation Network for Building Extraction From High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yu Liu, Erzhu Li, Wei Liu, Xing Li, Yuxuan Zhu
2024 J jnl
Land Cover Change Detection Based on Vector Polygons and Deep Learning With High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhang, Wei Liu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang, Changming Zhu
2024 J jnl
Nonagriculturalization Detection Based on Vector Polygons and Contrastive Learning With High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hui Zhang, Wei Liu, Changming Zhu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang
2024 J jnl
Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification.
Remote. Sens.
Ren Xu, Alim Samat, Enzhao Zhu, Erzhu Li, Wei Li
2023 J jnl
A Building Shape Vectorization Hierarchy From VHR Remote Sensing Imagery Combined DCNNs-Based Edge Detection and PCA-Based Corner Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiang Wen, Xing Li, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang, Yihu Zhu, Shengli Wang, Sibao Hao
2023 J jnl
Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu
2023 J jnl
Remote Sensing Scene Classification Based on Multibranch Fusion Attention Network.
IEEE Geosci. Remote. Sens. Lett.
Jiacheng Shi, Wei Liu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang
2022 C conf
An Improved Object CNN Method for Classification of High-Resolution Remote Sensing Imagery.
IGARSS
Zhiqing Li, Erzhu Li, Zhigang Su, Tianyu Xu
2022 J jnl
An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiqing Li, Erzhu Li, Alim Samat, Tianyu Xu, Wei Liu, Yihu Zhu
2022 J jnl
Attention-Aware Dynamic Self-Aggregation Network for Satellite Image Time Series Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Zhang, Peijun Du, Pingjie Fu, Peng Zhang, Pengfei Tang, Hongrui Zheng, Yaping Meng, Erzhu Li
2022 J jnl
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.
IEEE Geosci. Remote. Sens. Lett.
Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang
2022 J jnl
Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions.
Remote. Sens.
Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang
2022 J jnl
Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiacheng Shi, Wei Liu, Yihu Zhu, Shengli Wang, Sibao Hao, Changming Zhu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang
2022 J jnl
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu
2022 J jnl
HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu
2022 J jnl
Improved Bilinear CNN Model for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu
2022 J jnl
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens.
Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili
2022 J jnl
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries.
Sensors
Ximing Liu, Alim Samat, Erzhu Li, Wei Wang, Jilili Abuduwaili
2021 J jnl
Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Liu, Jiawei Xu, Zihui Guo, Erzhu Li, Xing Li, Lianpeng Zhang, Wensong Liu
2021 J jnl
Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data.
Remote. Sens.
Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson
2021 J jnl
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia
2021 J jnl
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.
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao
2021 J jnl
ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery.
Remote. Sens.
Xiang Wen, Xing Li, Ce Zhang, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang
2020 J jnl
A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data.
Remote. Sens.
Peng Zhang, Peijun Du, Cong Lin, Xin Wang, Erzhu Li, Zhaohui Xue, Xuyu Bai
2020 J jnl
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li
2020 J jnl
Edge Gradient-Based Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li
2020 J jnl
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.
J. Imaging
Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang
2020 J jnl
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles.
Remote. Sens.
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili
2019 J jnl
Accurate Building Extraction from Fused DSM and UAV Images Using a Chain Fully Convolutional Neural Network.
Remote. Sens.
Wei Liu, Mengyuan Yang, Meng Xie, Zihui Guo, Erzhu Li, Lianpeng Zhang, Tao Pei, Dong Wang
2019 J jnl
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30.
Remote. Sens.
Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia
2019 J jnl
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai
2019 J jnl
High-Resolution Imagery Classification Based on Different Levels of Information.
Remote. Sens.
Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai
2019 J jnl
Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks.
ISPRS Int. J. Geo Inf.
Wei Liu, Dayu Cheng, Pengcheng Yin, Mengyuan Yang, Erzhu Li, Meng Xie, Lianpeng Zhang
2018 J jnl
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018 J jnl
Fuzzy multiclass active learning for hyperspectral image classification.
IET Image Process.
Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018 J jnl
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.
Int. J. Appl. Earth Obs. Geoinformation
Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili
2017 J jnl
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat
2017 J jnl
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Erzhu Li, Peijun Du, Alim Samat, Yaping Meng, Meiqin Che
2017 J jnl
Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features.
Remote. Sens.
Hongrui Zheng, Peijun Du, Jike Chen, Junshi Xia, Erzhu Li, Zhigang Xu, Xiaojuan Li, Naoto Yokoya
2017 J jnl
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification.
Remote. Sens.
Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li
2014 J jnl
Hyperspectral Image Classification Using Band Selection and Morphological Profiles.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kun Tan, Erzhu Li, Qian Du, Peijun Du
2012 — conf
Hyperspectral image classification using band selection and morphological profile.
WHISPERS
Kun Tan, Erzhu Li, Qian Du, Peijun Du