Erzhu Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 40

Top Topics

Change Detection

Image Classification

Convolutional Neural Networks

Top Venues

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

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Xuedong Zhang, Xing Li, Jian Huang, Erzhu Li, Wei Liu, Lianpeng Zhang
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. 17 (2024)
Yu Liu, Erzhu Li, Wei Liu, Xing Li, Yuxuan Zhu
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. 17 (2024)
Ren Xu, Alim Samat, Enzhao Zhu, Erzhu Li, Wei Li
Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification. Remote. Sens. 16 (11) (2024)
Hui Zhang, Wei Liu, Hao Niu, Pengcheng Yin, Shiling Dong, Jialin Wu, Erzhu Li, Lianpeng Zhang, Changming Zhu
Land Cover Change Detection Based on Vector Polygons and Deep Learning With High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiacheng Shi, Wei Liu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang
Remote Sensing Scene Classification Based on Multibranch Fusion Attention Network. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu
Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xiang Wen, Xing Li, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang, Yihu Zhu, Shengli Wang, Sibao Hao
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. 16 (2023)
Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang
Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions. Remote. Sens. 14 (15) (2022)
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu
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. 15 (2022)
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 (2022)
Ximing Liu, Alim Samat, Erzhu Li, Wei Wang, Jilili Abuduwaili
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. Sensors 22 (18) (2022)
Zhiqing Li, Erzhu Li, Zhigang Su, Tianyu Xu
An Improved Object CNN Method for Classification of High-Resolution Remote Sensing Imagery. IGARSS (2022)
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 (2022)
Zhiqing Li, Erzhu Li, Alim Samat, Tianyu Xu, Wei Liu, Yihu Zhu
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. 15 (2022)
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) (2022)
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 (2022)
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 (2022)
Jiacheng Shi, Wei Liu, Yihu Zhu, Shengli Wang, Sibao Hao, Changming Zhu, Haoyu Shan, Erzhu Li, Xing Li, Lianpeng Zhang
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. 15 (2022)
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 (2021)
Xiang Wen, Xing Li, Ce Zhang, Wenquan Han, Erzhu Li, Wei Liu, Lianpeng Zhang
ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery. Remote. Sens. 13 (19) (2021)
Wei Liu, Jiawei Xu, Zihui Guo, Erzhu Li, Xing Li, Lianpeng Zhang, Wensong Liu
Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
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 (2021)
Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson
Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. Remote. Sens. 13 (2) (2021)
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 (2020)
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles. Remote. Sens. 12 (12) (2020)
Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li
Edge Gradient-Based Active Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
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) (2020)
Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles. J. Imaging 6 (11) (2020)
Wei Liu, Mengyuan Yang, Meng Xie, Zihui Guo, Erzhu Li, Lianpeng Zhang, Tao Pei, Dong Wang
Accurate Building Extraction from Fused DSM and UAV Images Using a Chain Fully Convolutional Neural Network. Remote. Sens. 11 (24) (2019)
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) (2019)
Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai
High-Resolution Imagery Classification Based on Different Levels of Information. Remote. Sens. 11 (24) (2019)
Wei Liu, Dayu Cheng, Pengcheng Yin, Mengyuan Yang, Erzhu Li, Meng Xie, Lianpeng Zhang
Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks. ISPRS Int. J. Geo Inf. 8 (1) (2019)
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) (2019)
Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
Fuzzy multiclass active learning for hyperspectral image classification. IET Image Process. 12 (7) (2018)
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) (2017)
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) (2017)
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) (2017)
Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification. Remote. Sens. 9 (4) (2017)
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) (2014)
Kun Tan, Erzhu Li, Qian Du, Peijun Du
Hyperspectral image classification using band selection and morphological profile. WHISPERS (2012)