Shouhang Du

21 papers Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sample selection for remote sensing image change detection with unsupervised knowledge representation quantification.
Pattern Recognit.
Linye Zhu, Huaqiao Xing, Wenbin Sun, Shouhang Du, Congcong Wang, Qing Su
2025 J jnl
A classification framework with multi-level fusion of object-based analysis and convolutional neural network: a case study for land use classification in mining areas.
Geo spatial Inf. Sci.
Jianghe Xing, Zhenwei Li, Jun Li, Shouhang Du, Wei Li, Chengye Zhang
2025 J jnl
A multimodal data fusion framework for urban functional zone mapping based on local-global information enhancement and adaptive spatial units: from standard datasets to global city validation.
Int. J. Appl. Earth Obs. Geoinformation
Shouhang Du, Yirui Zhang, Lin Zhu, Shaoyu Wang, Zhanying Liu, Hongli Zhou, Xiuyuan Zhang, Shihong Du
2025 J jnl
Estimating Individual Building Heights by Integrating Spaceborne LiDAR and Multisource Remote Sensing Data: A CNN-Transformer Model and a Semi-Supervised Sample Augmentation Approach.
IEEE Trans. Geosci. Remote. Sens.
Shouhang Du, Hao Liu, Jianghe Xing, Xiuyuan Zhang, Jieyi Zhang, Xunyu Guan, Shihong Du
2025 J jnl
Semi-Supervised Semantic Remote Sensing Image Change Detection Using Multimodal Spatiotemporal Association Knowledge.
IEEE Trans. Geosci. Remote. Sens.
Linye Zhu, Huaqiao Xing, Wenbin Sun, Shouhang Du, Deqin Fan
2024 J jnl
CTMNet: Enhanced Open-Pit Mine Extraction and Change Detection With a Hybrid CNN-Transformer Multitask Network.
IEEE Trans. Geosci. Remote. Sens.
Jianghe Xing, Jue Zhang, Jun Li, Yongsheng Gao, Shouhang Du, Chengye Zhang, Yanheng Wang
2024 J jnl
Fusing multimodal data of nature-economy-society for large-scale urban building height estimation.
Int. J. Appl. Earth Obs. Geoinformation
Shouhang Du, Hao Liu, Jianghe Xing, Shihong Du
2024 J jnl
How Does the 2D/3D Urban Morphology Affect the Urban Heat Island across Urban Functional Zones? A Case Study of Beijing, China.
ISPRS Int. J. Geo Inf.
Shouhang Du, Yuhui Wu, Liyuan Guo, Deqin Fan, Wenbin Sun
2024 J jnl
LUMNet: Land Use Knowledge Guided Multiscale Network for Height Estimation From Single Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Shouhang Du, Jianghe Xing, Shaoyu Wang, Xiongwu Xiao, Jun Li, Hao Liu
2024 J jnl
Multi-type and fine-grained urban green space function mapping based on BERT model and multi-source data fusion.
Int. J. Digit. Earth
Su Cao, Xuesheng Zhao, Shouhang Du
2024 J jnl
STMNet: Scene Classification-Assisted and Texture Feature-Enhanced Multiscale Network for Large-Scale Urban Informal Settlement Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shouhang Du, Jianghe Xing, Shaoyu Wang, Liguang Wei, Yirui Zhang
2024 J jnl
Urban building function classification based on multisource geospatial data: a two-stage method combining unsupervised and supervised algorithms.
Earth Sci. Informatics
Shouhang Du, Meiyun Zheng, Liyuan Guo, Yuhui Wu, Zijuan Li, Peiyi Liu
2023 J jnl
A new method for the extraction of tailing ponds from very high-resolution remotely sensed images: PSVED.
Int. J. Digit. Earth
Chengye Zhang, Jianghe Xing, Jun Li, Shouhang Du, Qiming Qin
2023 J jnl
Change Detection of Open-Pit Mine Based on Siamese Multiscale Network.
IEEE Geosci. Remote. Sens. Lett.
Jun Li, Jianghe Xing, Shouhang Du, Shihong Du, Chengye Zhang, Wei Li
2023 J jnl
Combining GEDI and sentinel data to estimate forest canopy mean height and aboveground biomass.
Ecol. Informatics
Qiyu Guo, Shouhang Du, Jinbao Jiang, Wei Guo, Hengqian Zhao, Xuzhe Yan, Yinpeng Zhao, Wanshan Xiao
2023 J jnl
Comparative Hotspot Analysis of Urban Living Environments and Transit-Oriented Development (TOD) Strategies: A Case Study of Beijing and Xi'an.
ISPRS Int. J. Geo Inf.
Yuchen Dai, Shouhang Du, Hanqing Min
2023 J jnl
MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Song Ouyang, Shihong Du, Xiuyuan Zhang, Shouhang Du, Lubin Bai
2023 J jnl
Multi-Level Difference Network for Change Detection from Very High-Resolution Remote Sensing Images: A Case Study in Open-Pit Mines.
Remote. Sens.
Wei Li, Jun Li, Shouhang Du, Chengye Zhang, Jianghe Xing
2023 J jnl
Self-Supervised Learning for High-Resolution Remote Sensing Images Change Detection With Variational Information Bottleneck.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Congcong Wang, Shouhang Du, Wenbin Sun, Deqin Fan
2022 — conf
Object-based image analysis combined with improved DenseNet for land use classification in mining areas.
Geoinformatics
Fei Wang, Junting Guo, Shouhang Du, Jun Li, Ziheng Song, Chengye Zhang, Zhenwei Li
2021 J jnl
Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data.
ISPRS Int. J. Geo Inf.
Su Cao, Shihong Du, Shuwen Yang, Shouhang Du