2024

  1. CVPR
    SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation
    Junyan Ye, Qiyan Luo, Jinhua Yu, Huaping Zhong, Zhimeng Zheng, Conghui He, and Weijia Li*
    CVPR (Highlight) 2024
    Paper Code
  2. CVPR
    3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions
    Weijia Li#, Haote Yang#, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, and Conghui He*
    CVPR 2024
  3. TGRS
    RoadCorrector: A Structure-aware Road Extraction Method for Road Connectivity and Topology Correction
    Jinpeng Li#, Jun He#, Weijia Li*, Jiabin Chen, and Jinhua Yu
    IEEE Transactions on Geoscience and Remote Sensing 2024
    Paper Code
  4. TGRS
    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*, and Dahua Lin
    IEEE Transactions on Geoscience and Remote Sensing 2024
    Paper
  5. JAG
    Exploring the user guidance for more accurate building segmentation from high-resolution remote sensing images
    Dinghao Yang, Bin Wang, Weijia Li*, and Conghui He
    International Journal of Applied Earth Observation and Geoinformation 2024
    Paper Code
  6. ISPRS
    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, and Haohuan Fu*
    ISPRS Journal of Photogrammetry and Remote Sensing 2024
    Paper
  7. AAAI
    Vigc: Visual instruction generation and correction
    Bin Wang, Fan Wu, Xiao Han, Jiahui Peng, Huaping Zhong, Pan Zhang, Xiaoyi Dong, Weijia Li, Wei Li, Jiaqi Wang, and Conghui He
    AAAI 2024
    Paper project
  8. CVPR
    Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model
    Runmin Dong, Shuai Yuan, Bin Luo, Mengxuan Chen, Jinxiao Zhang, Lixian Zhang, Weijia Li, Juepeng Zheng, and Haohuan Fu*
    CVPR 2024
    Paper Code

2023

  1. CVPR
    OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images
    Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He*, Gui-Song Xia*, and Dahua Lin
    CVPR 2023
    Paper project Video Code
  2. ISPRS
    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*, and Dahua Lin
    ISPRS Journal of Photogrammetry and Remote Sensing 2023
    Paper Code
  3. AAAI
    SEPT: Towards Scalable and Efficient Visual Pre-Training
    Yiqi Lin, Huabin Zheng, Huaping Zhong, Jinjing Zhu, Weijia Li*, Conghui He, and Lin Wang*
    AAAI 2023
    Paper
  4. RSE
    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*, and David Coomes
    Remote Sensing of Environment 2023
    Paper
  5. ICCV
    Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation
    Runmin Dong, Lichao Mou, Mengxuan Chen, Weijia Li, Xin-Yi Tong, Shuai Yuan, Lixian Zhang, Juepeng Zheng, Xiaoxiang Zhu, and Haohuan Fu*
    ICCV 2023
    Paper
  6. JAG
    An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals
    Runmin Dong, Lixian Zhang, Weijia Li, Shuai Yuan, Lin Gan, Juepeng Zheng, Haohuan Fu, Lichao Mou, and Xiao Xiang Zhu
    International Journal of Applied Earth Observation and Geoinformation 2023
    Paper
  7. TMM
    DropQueries: A Simple Way to Discover Comprehensive Segment Representations
    Haojie Ding, Bin Wang, Guoliang Kang, Weijia Li, Conghui He, Yao Zhao, and Yunchao Wei
    IEEE Transactions on Multimedia 2023
    Paper
  8. IJDE
    The distribution and evolution of surface fractures on pan-Antarctic ice shelves
    Ao Pang, Qi Liang*, Weijia Li, Lei Zheng, Teng Li, and Xiao Cheng*
    International Journal of Digital Earth 2023
    Paper
  9. IGARSS
    Fine-grained Building Attributes Mapping based on Deep Learning and a Satellite-to-street View Matching Method
    Dairong Chen, Jinhua Yu, and Weijia Li*
    IGARSS 2023
    Paper
  10. IGARSS
    Improving the Road Topological Relation Based on a Road Intersection Detection Method
    Jun He, Jinpeng Li, and Weijia Li*
    IGARSS 2023
    Paper

2022

  1. TGRS
    Partial Domain Adaptation for Scene Classification from Remote Sensing Imagery
    Juepeng Zheng, Yi Zhao, Wenzhao Wu, Mengxuan Chen, Weijia Li*, and Haohuan Fu*
    IEEE Transactions on Geoscience and Remote Sensing 2022
    Paper
  2. TPAMI
    Learning to Extract Building Footprints from Off-Nadir Aerial Images
    Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang*, Lei Yu, and Gui-Song Xia*
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2022
    Paper Code

2021

  1. ICCV
    3D Building Reconstruction from Monocular Remote Sensing Images
    Weijia Li#, Lingxuan Meng#, Jinwang Wang, Conghui He, Gui-Song Xia, and Dahua Lin
    ICCV 2021
    Paper project Video Slides
  2. ICCV
    Influence Selection for Active Learning
    Zhuoming Liu, Hao Ding, Huaping Zhong, Weijia Li*, Jifeng Dai, and Conghui He
    ICCV 2021
    Paper Code
  3. AAAI
    Joint Semantic-Geometric Learning for Polygonal Building Segmentation
    Weijia Li, Wenqian Zhao, Huaping Zhong, Conghui He*, and Dahua Lin
    AAAI 2021
    Paper project Video Slides
  4. ISPRS
    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, and Kasturi Devi Kanniah
    ISPRS Journal of Photogrammetry and Remote Sensing (ESI highly cited paper) 2021
    Paper Code
  5. TGRS
    A Two-Stage Adaptation Network (TSAN) for Remote Sensing Scene Classification in Single-Source-Mixed-Multiple-Target Domain Adaptation (S^2M^2T DA) Scenarios
    Juepeng Zheng, Wenzhao Wu, Shuai Yuan, Yi Zhao, Weijia Li, Lixian Zhang, Runmin Dong, and Haohuan Fu*
    IEEE Transactions on Geoscience and Remote Sensing 2021
    Paper
  6. GRSL
    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, and Le Yu
    IEEE Geoscience and Remote Sensing Letters 2021
    Paper
  7. RS
    Making Low-Resolution Satellite Images Reborn: A Deep Learning Approach for Super-Resolution Building Extraction
    Lixian Zhang, Runmin Dong, Shuai Yuan, Weijia Li, Juepeng Zheng, and Haohuan Fu*
    Remote Sensing 2021
    Paper

2020

  1. RSE
    Integrating Google Earth imagery with Landsat data to improve 30-m resolution land cover mapping
    Weijia Li, Runmin Dong, Haohuan Fu*, Jie Wang, Le Yu, and Peng Gong
    Remote Sensing of Environment 2020
    Paper Code
  2. ISPRS
    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, and Le Yu
    ISPRS Journal of Photogrammetry and Remote Sensing 2020
    Paper Code
  3. IJRS
    Oil palm plantation mapping from high-resolution remote sensing images using deep learning
    Runmin Dong, Weijia Li*, Haohuan Fu, Lin Gan, Le Yu, Juepeng Zheng, and Maocai Xia
    International Journal of Remote Sensing 2020
    Paper
  4. RS
    Improving 3-m Resolution Land Cover Mapping through Efficient Learning from an Imperfect 10-m Resolution Map
    Runmin Dong, Cong Li, Haohuan Fu*, Jie Wang, Weijia Li, Yi Yao, Lin Gan, Le Yu, and Peng Gong*
    Remote Sensing 2020
    Paper

2019

  1. RS
    A Real-Time Tree Crown Detection Approach for Large-Scale Remote Sensing Images on FPGAs
    Weijia Li, Conghui He, Haohuan Fu*, Juepeng Zheng, Runmin Dong, Maocai Xia, Le Yu, and Wayne Luk
    Remote Sensing 2019
    Paper
  2. RS
    Semantic segmentation-based building footprint extraction using very high-resolution satellite images and multi-source GIS data
    Weijia Li, Conghui He, Jiarui Fang, Juepeng Zheng, Haohuan Fu*, and Le Yu
    Remote Sensing 2019
    Paper
  3. RS
    Large-scale oil palm tree detection from high-resolution satellite images using two-stage convolutional neural networks
    Weijia Li, Runmin Dong, Haohuan Fu*, and Le Yu
    Remote Sensing 2019
    Paper

2018

  1. CVPRW
    Semantic segmentation based building extraction method using multi-source gis map datasets and satellite imagery
    Weijia Li, Conghui He, Jiarui Fang, and Haohuan Fu
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops 2018
    Paper

2017

  1. FPT
    An FPGA-based tree crown detection approach for remote sensing images
    Weijia Li, Conghui He, Haohuan Fu, and Wayne Luk
    In 2017 International Conference on Field Programmable Technology (ICFPT) 2017
    Paper
  2. JSTARS
    Parallel multiclass support vector machine for remote sensing data classification on multicore and many-core architectures
    Weijia Li, Haohuan Fu*, Yang You, Le Yu, and Jiarui Fang
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2017
    Paper
  3. RS
    Deep learning based oil palm tree detection and counting for high-resolution remote sensing images
    Weijia Li, Haohuan Fu*, Le Yu, and Arthur Cracknell
    Remote Sensing (ESI highly cited paper) 2017
    Paper

2016

  1. IJRS
    Stacked Autoencoder-based deep learning for remote-sensing image classification: a case study of African land-cover mapping
    Weijia Li, Haohuan Fu*, Le Yu, Peng Gong, Duole Feng, Congcong Li, and Nicholas Clinton
    International journal of remote sensing 2016
    Paper