Erzhu Li

According to our database, Erzhu Li authored at least 43 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Remote. Sens., June, 2024

Land Cover Change Detection Based on Vector Polygons and Deep Learning With High-Resolution Remote Sensing Images.

Hui Zhang, Wei Liu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang, Changming Zhu

IEEE Trans. Geosci. Remote. Sens., 2024

Nonagriculturalization Detection Based on Vector Polygons and Contrastive Learning With High-Resolution Remote Sensing Images.

Hui Zhang, Wei Liu, Changming Zhu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang

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, Lianpeng Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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, Xing Li, Yuxuan Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

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, Lianpeng Zhang, Yihu Zhu, Shengli Wang, Sibao Hao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Remote Sensing Scene Classification Based on Multibranch Fusion Attention Network.

Jiacheng Shi, Wei Liu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang

IEEE Geosci. Remote. Sens. Lett., 2023

Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images.

Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Attention-Aware Dynamic Self-Aggregation Network for Satellite Image Time Series Classification.

Wei Zhang, Peijun Du, Pingjie Fu, Peng Zhang, Pengfei Tang, Hongrui Zheng, Yaping Meng, Erzhu Li

IEEE Trans. Geosci. Remote. Sens., 2022

Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images.

Jiacheng Shi, Wei Liu, 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

HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification.

Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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, Yihu Zhu

IEEE J. Sel. Top. Appl. Earth Obs. 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, Jilili Abuduwaili

Sensors, 2022

Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions.

Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang

Remote. Sens., 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, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili

Remote. Sens., 2022

CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.

Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang

IEEE Geosci. Remote. Sens. Lett., 2022

First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification.

Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu

IEEE Geosci. Remote. Sens. Lett., 2022

Improved Bilinear CNN Model for Remote Sensing Scene Classification.

Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu

IEEE Geosci. Remote. Sens. Lett., 2022

An Improved Object CNN Method for Classification of High-Resolution Remote Sensing Imagery.

Zhiqing Li, Erzhu Li, Zhigang Su, Tianyu Xu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.

Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia

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, Zelang Miao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection.

Wei Liu, Jiawei Xu, Zihui Guo, Erzhu Li, Xing Li, Lianpeng Zhang, Wensong Liu

IEEE J. Sel. Top. Appl. Earth Obs. 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, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang

Remote. Sens., 2021

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data.

Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson

Remote. Sens., 2021

2020

Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples.

Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data.

Peng Zhang, Peijun Du, Cong Lin, Xin Wang, Erzhu Li, Zhaohui Xue, Xuyu Bai

Remote. Sens., 2020

Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles.

Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili

Remote. Sens., 2020

Edge Gradient-Based Active Learning for Hyperspectral Image Classification.

Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li

IEEE Geosci. Remote. Sens. Lett., 2020

Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.

Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang

J. Imaging, 2020

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

Accurate Building Extraction from Fused DSM and UAV Images Using a Chain Fully Convolutional Neural Network.

Wei Liu, Mengyuan Yang, Meng Xie, Zihui Guo, Erzhu Li, Lianpeng Zhang, Tao Pei, Dong Wang

Remote. Sens., 2019

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30.

Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia

Remote. Sens., 2019

High-Resolution Imagery Classification Based on Different Levels of Information.

Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai

Remote. Sens., 2019

Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks.

Wei Liu, Dayu Cheng, Pengcheng Yin, Mengyuan Yang, Erzhu Li, Meng Xie, Lianpeng Zhang

ISPRS Int. J. Geo Inf., 2019

2018

Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.

Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Fuzzy multiclass active learning for hyperspectral image classification.

Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili

IET Image Process., 2018

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.

Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili

Int. J. Appl. Earth Obs. Geoinformation, 2018

2017

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification.

Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat

IEEE Trans. Geosci. 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

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

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, Jilili Abuduwaili, Erzhu Li

Remote. Sens., 2017

2014

Hyperspectral Image Classification Using Band Selection and Morphological Profiles.

Kun Tan, Erzhu Li, Qian Du, Peijun Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2012

Hyperspectral image classification using band selection and morphological profile.

Kun Tan, Erzhu Li, Qian Du, Peijun Du

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012