Runyu Fan

19 papers C 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A 10-meter global terrace mapping using sentinel-2 imagery and topographic features with deep learning methods and cloud computing platform support.
Int. J. Appl. Earth Obs. Geoinformation
Yifan Li, Fuyou Tian, Miao Zhang, Hongwei Zeng, Shukri Ahmed, Xinli Qin, Yanxu Liu, Lizhe Wang, Runyu Fan, Bingfang Wu
2025 J jnl
A unified multimodal learning method for urban functional zone identification by fusing inner-street visual-textual information from street-view and satellite images.
Int. J. Appl. Earth Obs. Geoinformation
Jiajun Chen, Runyu Fan, Hongyang Niu, Zijian Xu, Jining Yan, Weijing Song, Ruyi Feng
2025 J jnl
Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network Using Vehicle-View Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenyue Li, Bingfang Wu, Runyu Fan, Fuyou Tian, Miao Zhang, Zhaoying Zhou, Jun Hu, Ruyi Feng, Fangming Wu
2025 J jnl
Off-Road Trafficability Assessment With Remote Sensing Imagery and Incomplete Auxiliary Data via a Cross-Modal Channel Feature Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
Kang He, Yusen Dong, Zhijun Zhang, Haozheng Ma, Runyu Fan, Lizhe Wang
2025 J jnl
Refined Urban Informal Settlements' Mapping at Agglomeration Scale With the Guidance of Background Knowledge From Easy-Accessed Crowdsourced Geospatial Data.
IEEE Trans. Geosci. Remote. Sens.
Runyu Fan, Hongyang Niu, Zijian Xu, Jiajun Chen, Ruyi Feng, Lizhe Wang
2024 — conf
An Efficient Device Placement Method for Distributed Training of Multi-branch Neural Network-Based Remote Sensing Interpretation.
WISE (3)
Ao Long, Yuewei Wang, Xiaohui Huang, Wei Han, Runyu Fan, Yunliang Chen, Jianxin Li
2024 J jnl
Refined Water-Body Types Mapping Using a Water-Scene Enhancement Deep Models by Fusing Optical and SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haozheng Ma, Xiaohong Yang, Runyu Fan, Wei Han, Kang He, Lizhe Wang
2023 J jnl
Semi-supervised geological disasters named entity recognition using few labeled data.
GeoInformatica
Xinya Lei, Weijing Song, Runyu Fan, Ruyi Feng, Lizhe Wang
2022 J jnl
A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images.
Int. J. Appl. Earth Obs. Geoinformation
Wei Han, Jun Li, Sheng Wang, Yi Wang, Jining Yan, Runyu Fan, Xiaohan Zhang, Lizhe Wang
2022 J jnl
Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark.
Remote. Sens.
Xinyu Zhang, Yu Jiang, Lizhe Wang, Wei Han, Ruyi Feng, Runyu Fan, Sheng Wang
2022 J jnl
Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
Runyu Fan, Fengpeng Li, Wei Han, Jining Yan, Jun Li, Lizhe Wang
2022 J jnl
Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
Wei Han, Jun Li, Sheng Wang, Xinyu Zhang, Yusen Dong, Runyu Fan, Xiaohan Zhang, Lizhe Wang
2022 J jnl
Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images.
IEEE Trans. Geosci. Remote. Sens.
Runyu Fan, Jun Li, Fengpeng Li, Wei Han, Lizhe Wang
2022 J jnl
Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data.
Int. J. Appl. Earth Obs. Geoinformation
Runyu Fan, Jun Li, Weijing Song, Wei Han, Jining Yan, Lizhe Wang
2021 J jnl
Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network.
IEEE Trans. Geosci. Remote. Sens.
Wei Han, Runyu Fan, Lizhe Wang, Ruyi Feng, Fengpeng Li, Ze Deng, Xiaodao Chen
2021 J jnl
Urban Functional Zone Mapping With a Bibranch Neural Network via Fusing Remote Sensing and Social Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Runyu Fan, Ruyi Feng, Wei Han, Lizhe Wang
2020 J jnl
Deep Learning-Based Named Entity Recognition and Knowledge Graph Construction for Geological Hazards.
ISPRS Int. J. Geo Inf.
Runyu Fan, Lizhe Wang, Jining Yan, Weijing Song, Yingqian Zhu, Xiaodao Chen
2020 J jnl
Semi-MCNN: A Semisupervised Multi-CNN Ensemble Learning Method for Urban Land Cover Classification Using Submeter HRRS Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Runyu Fan, Ruyi Feng, Lizhe Wang, Jining Yan, Xiaohan Zhang
2019 C conf
Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification.
IGARSS
Runyu Fan, Lizhe Wang, Ruyi Feng, Yingqian Zhu