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Runyu Fan
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Journal Articles
- 2025
- [j16]Yifan Li, Fuyou Tian, Miao Zhang, Hongwei Zeng, Shukri Ahmed, Xinli Qin, Yanxu Liu, Lizhe Wang, Runyu Fan
, Bingfang Wu:
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 139: 104528 (2025) - [j15]Jiajun Chen, Runyu Fan
, Hongyang Niu, Zijian Xu, Jining Yan, Weijing Song, Ruyi Feng:
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 142: 104685 (2025) - [j14]Wenyue Li
, Bingfang Wu
, Runyu Fan
, Fuyou Tian
, Miao Zhang
, Zhaoying Zhou, Jun Hu, Ruyi Feng
, Fangming Wu:
Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network Using Vehicle-View Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 496-509 (2025) - [j13]Runyu Fan
, Hongyang Niu, Zijian Xu
, Jiajun Chen, Ruyi Feng
, Lizhe Wang
:
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. 63: 1-16 (2025) - 2024
- [j12]Haozheng Ma
, Xiaohong Yang
, Runyu Fan
, Wei Han
, Kang He
, Lizhe Wang
:
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. 17: 17430-17441 (2024) - 2023
- [j11]Xinya Lei
, Weijing Song, Runyu Fan
, Ruyi Feng, Lizhe Wang:
Semi-supervised geological disasters named entity recognition using few labeled data. GeoInformatica 27(2): 263-288 (2023) - 2022
- [j10]Runyu Fan, Jun Li, Weijing Song, Wei Han
, Jining Yan, Lizhe Wang:
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 111: 102831 (2022) - [j9]Wei Han
, Jun Li, Sheng Wang, Yi Wang, Jining Yan
, Runyu Fan
, Xiaohan Zhang, Lizhe Wang:
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 112: 102966 (2022) - [j8]Xinyu Zhang
, Yu Jiang, Lizhe Wang, Wei Han
, Ruyi Feng, Runyu Fan
, Sheng Wang:
Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark. Remote. Sens. 14(19): 4729 (2022) - [j7]Runyu Fan
, Fengpeng Li
, Wei Han
, Jining Yan
, Jun Li
, Lizhe Wang
:
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. 60: 1-16 (2022) - [j6]Runyu Fan
, Jun Li
, Fengpeng Li
, Wei Han
, Lizhe Wang
:
Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j5]Wei Han
, Jun Li
, Sheng Wang
, Xinyu Zhang
, Yusen Dong
, Runyu Fan
, Xiaohan Zhang
, Lizhe Wang
:
Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - 2021
- [j4]Runyu Fan
, Ruyi Feng
, Wei Han
, Lizhe Wang
:
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. 14: 11737-11749 (2021) - [j3]Wei Han
, Runyu Fan
, Lizhe Wang
, Ruyi Feng
, Fengpeng Li
, Ze Deng
, Xiaodao Chen
:
Improving Training Instance Quality in Aerial Image Object Detection With a Sampling-Balance-Based Multistage Network. IEEE Trans. Geosci. Remote. Sens. 59(12): 10575-10589 (2021) - 2020
- [j2]Runyu Fan
, Lizhe Wang, Jining Yan
, Weijing Song, Yingqian Zhu, Xiaodao Chen:
Deep Learning-Based Named Entity Recognition and Knowledge Graph Construction for Geological Hazards. ISPRS Int. J. Geo Inf. 9(1): 15 (2020) - [j1]Runyu Fan
, Ruyi Feng
, Lizhe Wang
, Jining Yan
, Xiaohan Zhang:
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. 13: 4973-4987 (2020)
Conference and Workshop Papers
- 2024
- [c2]Ao Long, Yuewei Wang, Xiaohui Huang, Wei Han, Runyu Fan, Yunliang Chen, Jianxin Li:
An Efficient Device Placement Method for Distributed Training of Multi-branch Neural Network-Based Remote Sensing Interpretation. WISE (3) 2024: 278-288 - 2019
- [c1]Runyu Fan, Lizhe Wang, Ruyi Feng, Yingqian Zhu:
Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification. IGARSS 2019: 1346-1349
Coauthor Index

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last updated on 2025-08-10 21:19 CEST by the dblp team
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