Publications
(* indicates equal contribution and # indicates corresponding author)
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification
Yu Liang*, Shilei Cao*, Juepeng Zheng#, Xiucheng Zhang, Jianxi Huang, Haohuan Fu
International Journal of Applied Earth Observation and Geoinformation
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BAN: A Universal Paradigm for Cross-Scene Classification Under Noisy Annotations From RGB and Hyperspectral Remote Sensing Images
Wentang Chen, Yibin Wen, Juepeng Zheng#, Jianxi Huang, Haohuan Fu
IEEE Transactions on Geoscience and Remote Sensing
PDF
A Multilevel Surrogate Model-Based Precipitation Parameter Tuning Method for CAM5 Using Remote Sensing Data for Validation
Xianwei Wu, Liang Hu, Juepeng Zheng#, Lanning Wang, Haitian Lu, Haohuan Fu
Remote Sensing
PDF
TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization
Haoyuan Liang, Xinyu Zhang, Shilei Cao, Guowen Li, Juepeng Zheng#
The 39th Annual AAAI Conference on Artificial Intelligence
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A Review of Individual Tree Crown Detection and Delineation From Optical Remote Sensing Images: Current progress and future
Juepeng Zheng*, Shuai Yuan*, Weijia Li#, Haohuan Fu#, Le Yu, Jianxi Huang
IEEE Geoscience and Remote Sensing Magazine
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FUSU: A multi-temporal-source land use change segmentation dataset for fine-grained urban semantic understanding
Shuai Yuan, Guancong Lin, Lixian Zhang, Runmin Dong, Jinxiao Zhang, Shuang Chen, Juepeng Zheng#, Jie Wang, Haohuan Fu#
The Thirty-Eighth Annual Conference on Neural Information Processing Systems
PDF
HyUniDA: Breaking Label Set Constraints for Universal Domain Adaptation in Cross-Scene Hyperspectral Image Classification
Qingmei Li, Yibin Wen, Juepeng Zheng#, Yuxiang Zhang, Haohuan Fu
IEEE Transactions on Geoscience and Remote Sensing
PDF
Relational Part-Aware Learning for Complex Composite Object Detection in High-Resolution Remote Sensing Images
Shuai Yuan, Lixian Zhang, Runmin Dong, Jie Xiong, Juepeng Zheng#, Haohuan Fu#, Peng Gong
IEEE Transactions on Cybernetics
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LB-SCAM: a learning-based method for efficient large-scale sensitivity analysis and tuning of the Single Column Atmosphere Model (SCAM)
Jiaxu Guo, Juepeng Zheng#, Yidan Xu, Haohuan Fu, Wei Xue, Lanning Wang, Lin Gan, Ping Gao#, Wubing Wan, Xianwei Wu, Zhitao Zhang, Liang Hu#, Gaochao Xu, Xilong Che#
Geoscientific Model Development
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C³DA: A Universal Domain Adaptation Method for Scene Classification From Remote Sensing Imagery
Jiaxu Guo, Yushan Lai, Jinxiao Zhang, Juepeng Zheng#, Haohuan Fu, Lin Gan, Liang Hu, Gaochao Xu, Xilong Che
IEEE Geoscience and Remote Sensing Letters
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Weakly Supervised 3-D Building Reconstruction From Monocular Remote Sensing Images
Weijia Li, Zhenghao Hu, Lingxuan Meng, Jinwang Wang, Juepeng Zheng#, Runmin Dong, Conghui He, Gui-Song Xia, Haohuan Fu#, Dahua Lin
IEEE Transactions on Geoscience and Remote Sensing
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Open-set domain adaptation for scene classification using multi-adversarial learning
Juepeng Zheng, Yibin Wen, Mengxuan Chen, Shuai Yuan, Weijia Li#, Yi Zhao, Wenzhao Wu, Lixian Zhang, Runmin Dong, Haohuan Fu#
ISPRS Journal of Photogrammetry and Remote Sensing
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RAV model: Study on urban refined climate environment assessment and ventilation corridors construction
Qingmei Li, Juepeng Zheng#, Shuai Yuan, Lixian Zhang, Runmin Dong, Haohuan Fu#
Building and Environment
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Joint semantic-geometric learning for polygonal building segmentation from high-resolution remote sensing images
Weijia Li, Wenqian Zhao, Jinhua Yu, Juepeng Zheng#, Conghui He, Haohuan Fu#, Dahua Lin
ISPRS Journal of Photogrammetry and Remote Sensing
PDF
Surveying coconut trees using high-resolution satellite imagery in remote atolls of the Pacific Ocean
Juepeng Zheng, Shuai Yuan, Wenzhao Wu, Weijia Li, Le Yu#, Haohuan Fu#, David Coomes
Remote Sensing of Environment
PDF · Code
Partial domain adaptation for scene classification from remote sensing imagery
Juepeng Zheng, Yi Zhao, Wenzhao Wu, Mengxuan Chen, Weijia Li#, Haohuan Fu#
IEEE Transactions on Geoscience and Remote Sensing
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Multisource-domain generalization-based oil palm tree detection using very-high-resolution (vhr) satellite images
Juepeng Zheng*, Wenzhao Wu*, Shuai Yuan, Haohuan Fu#, Weijia Li, Le Yu
IEEE Geoscience and Remote Sensing Letters
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A Two-Stage Adaptation Network (TSAN) for Remote Sensing Scene Classification in Single-Source-Mixed-Multiple-Target Domain Adaptation (S²M²T DA) Scenarios
Juepeng Zheng, Wenzhao Wu, Shuai Yuan, Yi Zhao, Weijia Li, Lixian Zhang, Runmin Dong, Haohuan Fu#
IEEE Transactions on Geoscience and Remote Sensing
PDF · Code
Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images
Juepeng Zheng, Haohuan Fu, Weijia Li#, Wenzhao Wu, Le Yu, Shuai Yuan, Wai Yuk William Tao, Tan Kian Pang, Kasturi Devi Kanniah
ISPRS Journal of Photogrammetry and Remote Sensing (ESI Highly Cited Paper)
PDF · Code
Cross-regional oil palm tree counting and detection via a multi-level attention domain adaptation network
Juepeng Zheng, Haohuan Fu, Weijia Li#, Wenzhao Wu, Yi Zhao, Runmin Dong, Le Yu