Publications

Please see Google Scholar for more recent works and arXiv papers.

* : Equal contribution †: Corresponding author ‡: Advisor first, student second.

2024

1. IEEE_TGRS

   

   ELunarDTMNet: Efficient Reconstruction of High-Resolution Lunar DTM From Single-View Orbiter Images

   Hao Chen, Philipp Gläser, Xuanyu Hu, Konrad Willner, Yongjie Zheng^†, Friedrich Damme, Lorenzo Bruzzone, and Jürgen Oberst

   IEEE Transactions on Geoscience and Remote Sensing (IEEE_TGRS), 2024

   Bib HTML

   @article{chen2024ELunarDTMNet,
     author = {Chen, Hao and Gläser, Philipp and Hu, Xuanyu and Willner, Konrad and Zheng, Yongjie and Damme, Friedrich and Bruzzone, Lorenzo and Oberst, Jürgen},
     journal = {IEEE Transactions on Geoscience and Remote Sensing},
     title = {ELunarDTMNet: Efficient Reconstruction of High-Resolution Lunar DTM From Single-View Orbiter Images},
     year = {2024},
     pages = {1--20},
   }

2. IEEE_IGARSS

   

   A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection

   Yongjie Zheng, Sicong Liu, and Lorenzo Bruzzone

   In IEEE International Geoscience and Remote Sensing Symposium (IEEE_IGARSS) , 2024

   Bib HTML

   @inproceedings{zheng2024ETD,
     author = {Zheng, Yongjie and Liu, Sicong and Bruzzone, Lorenzo},
     booktitle = {IEEE International Geoscience and Remote Sensing Symposium},
     title = {A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection},
     year = {2024},
     pages = {8830--8834},
   }

3. IEEE_TGRS

   

   Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification

   Yongjie Zheng, Sicong Liu, Hao Chen, and Lorenzo Bruzzone

   IEEE Transactions on Geoscience and Remote Sensing (IEEE_TGRS), 2024

   Bib HTML

   @article{zheng2024HFN,
     author = {Zheng, Yongjie and Liu, Sicong and Chen, Hao and Bruzzone, Lorenzo},
     journal = {IEEE Transactions on Geoscience and Remote Sensing},
     title = {Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification},
     year = {2024},
     pages = {1--14},
   }

2023

1. IEEE_GRSL

   

   An Attention-Enhanced Feature Fusion Network (AeF2N) for Hyperspectral Image Classification

   Yongjie Zheng, Sicong Liu, and Lorenzo Bruzzone

   IEEE Geoscience and Remote Sensing Letters (IEEE_GRSL), 2023

   Bib HTML

   @article{zheng2023AeF2N,
     author = {Zheng, Yongjie and Liu, Sicong and Bruzzone, Lorenzo},
     journal = {IEEE Geoscience and Remote Sensing Letters},
     title = {An Attention-Enhanced Feature Fusion Network (AeF2N) for Hyperspectral Image Classification},
     year = {2023},
     pages = {1--5},
   }

2. ERS

   

   Remote Sensing Change Detection Technology in the Era of Artificial Intelligence: Inheritance, Development and Challenges

   Sicong Liu, Kecheng Du, Yongjie Zheng, Jin Chen, Peijun Du, and Xiaohua Tong

   Journal of Remote Sensing (ERS), 2023

   Bib HTML

   @article{liu2023,
     title = {Remote Sensing Change Detection Technology in the Era of Artificial Intelligence: Inheritance, Development and Challenges},
     author = {Liu, Sicong and Du, Kecheng and Zheng, Yongjie and Chen, Jin and Du, Peijun and Tong, Xiaohua},
     journal = {Journal of Remote Sensing},
     number = {9},
     year = {2023},
   }

2022

1. IEEE_TGRS

   

   A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification

   Sicong Liu, Yongjie Zheng^‡†, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, and Chao Wang

   IEEE Transactions on Geoscience and Remote Sensing (IEEE_TGRS), 2022

   Bib HTML

   @article{liu2022SDF2N,
     author = {Liu, Sicong and Zheng, Yongjie and Du, Qian and Bruzzone, Lorenzo and Samat, Alim and Tong, Xiaohua and Jin, Yanmin and Wang, Chao},
     journal = {IEEE Transactions on Geoscience and Remote Sensing},
     title = {A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification},
     year = {2022},
     pages = {1--13},
   }

2021

1. IEEE_JSTARS

   

   A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification

   Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, and Michele Dalponte

   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE_JSTARS), 2021

   Bib HTML

   @article{zheng2021MDFN,
     author = {Zheng, Yongjie and Liu, Sicong and Du, Qian and Zhao, Hui and Tong, Xiaohua and Dalponte, Michele},
     journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
     title = {A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification},
     year = {2021},
     pages = {10691--10704},
   }

2. IEEE_JSTARS

   

   A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification

   Sicong Liu, Yongjie Zheng^‡†, Qian Du, Alim Samat, Xiaohua Tong, and Michele Dalponte

   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE_JSTARS), 2021

   Bib HTML

   @article{zheng2021TsF,
     author = {Liu, Sicong and Zheng, Yongjie and Du, Qian and Samat, Alim and Tong, Xiaohua and Dalponte, Michele},
     journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
     title = {A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification},
     year = {2021},
     pages = {464--473},
   }

2020

1. EJRS

   

   A novel fire index-based burned area change detection approach using Landsat-8 OLI data

   Sicong Liu, Yongjie Zheng^‡, Michele Dalponte, and Xiaohua Tong

   European Journal of Remote Sensing (EJRS), 2020

   Bib HTML

   @article{liu2020,
     author = {Liu, Sicong and Zheng, Yongjie and Dalponte, Michele and Tong, Xiaohua},
     title = {A novel fire index-based burned area change detection approach using Landsat-8 OLI data},
     journal = {European Journal of Remote Sensing},
     pages = {104--112},
     year = {2020},
   }

2019

1. MultiTemp

   

   Analyzing spatio-temporal characteristics of urban LULC and LST over Shanghai during 2009–2019

   Yongjie Zheng, Sicong Liu, Zhengxiang Song, Xiaohua Tong, and Huan Xie

   In International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) , 2019

   Bib HTML

   @inproceedings{zheng2019,
     author = {Zheng, Yongjie and Liu, Sicong and Song, Zhengxiang and Tong, Xiaohua and Xie, Huan},
     booktitle = {International Workshop on the Analysis of Multitemporal Remote Sensing Images},
     title = {Analyzing spatio-temporal characteristics of urban LULC and LST over Shanghai during 2009--2019},
     year = {2019},
     pages = {1--4},
   }

2. IEEE_IGARSS

   

   Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection

   Sicong Liu, Yongjie Zheng^‡, Michele Dalponte, Xiaohua Tong, and Qian Du

   In IEEE International Geoscience and Remote Sensing Symposium (IEEE_IGARSS) , 2019

   Bib HTML

   @inproceedings{zheng2019igarss,
     author = {Liu, Sicong and Zheng, Yongjie and Dalponte, Michele and Tong, Xiaohua and Du, Qian},
     booktitle = {IEEE International Geoscience and Remote Sensing Symposium},
     title = {Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection},
     year = {2019},
     pages = {9964--9967},
   }