研究领域

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论文成果 More>>

• Road marking extraction in UAV imagery using attentive capsule feature pyramid network .International Journal of Applied Earth Observations and Geoinformation .2022
• Pavement crack detection from CCD images with a locally enhanced transformer network .International Journal of Applied Earth Observations and Geoinformation .2022
• RoadCapsFPN: Capsule Feature Pyramid Network for Road Extraction From VHR Optical Remote Sensing Imagery .IEEE Transactions on Intelligent Transportation Systems .2022
• 高分辨率遥感影像建筑物提取的注意力胶囊网络算法 .遥感学报 .2022
• WSPointNet: A multi-branch weakly supervised learning network for semantic segmentation of large-scale mobile laser scanning point clouds .International Journal of Applied Earth Observations and Geoinformation .2022
• 基于双注意力残差网络的高分遥感影像道路提取模型 .地球信息科学学报 .2023
• 基于局部-全局语义特征增强的遥感影像变化检测网络模型 .地球信息科学学报 .2023
• 基于特征增强核点卷积网络的多光谱LiDAR点云分类方法 .地球信息科学学报 .2023
• 多尺度局部特征增强Transformer道路裂缝检测模型 .中国图象图形学报 .2023
• MVPNet: A multi-scale voxel-point adaptive fusion network for point cloud semantic segmentation in urban scenes .International Journal of Applied Earth Observation and Geoinformation .2023
• Weakly supervised semantic segmentation of mobile laser scanning point clouds via category balanced random annotation and deep consistency-guided self-distillation mechanism .The Photogrammetric Record .2023
• A feature perturbation weakly supervised learning network for airborne multispectral LiDAR pointcloud classification .International Journal of Applied Earth Observation and Geoinformation .2024
• 基于点-体素一致性约束的城市激光点云分类 .中国激光 .2024
• 基于数据增强与掩码学习的移动激光扫描点云分类方法 .中国激光 .2024
• DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation .International Journal of Applied Earth Observation and Geoinformation .2024
• SCSQ-Net: A shared kernel point convolution semantic query network for weakly supervised classification of multispectral LiDAR point clouds .IEEE Transactions on Geoscience and Remote Sensing .2025
• RTCNet: A novel real-time triple branch network for pavement crack semantic segmentation .International Journal of Applied Earth Observation and Geoinformation .2025
• 整合集成预测约束与错误预测熵最大化的移动激光扫描点云分类 .遥感学报 .2025 ,29(1) :328-3339
• SACNet: A novel self‑supervised learning method for shadow detection from high‑resolution remote sensing images .Journal of Geovisualization and Spatial Analysis ,(2025) 9:1
• A Self-Adaptive Mean Shift Tree-Segmentation Method Using UAV LiDAR Data .REMOTE SENSING .2020 ,12 (3) :14p

专利

• 基于车载激光扫描点云的道路斑马线自动提取办法

著作成果

• 3D building reconstruction from airborne lidar point clouds fused with aerial imagery

科研项目

• 基于车载LiDAR点云的交通安全要素信息智能化提取方法研究 -2023/12/31
• 无人机LiDAR和高光谱协同的树种智能分类关键方法, 国家自然科学基金项目 -2027/12/31
• 多数据融合的建筑物三维重建, 自选课题 , 2015/01/01 , 进行
• 基于车载激光扫描数据的道路提取算法研究及实现, 主管部门科技项目 , 2015/01/01 , 进行
• 基于车载激光扫描数据的建筑物立面精细建模研究, 省、市、自治区科技项目 , 2015/07/03 , 进行
• 基于张量投票的车载LiDAR数据的目标识别, 国家自然科学基金项目 , 2015/09/03 , 进行
• 基于多光谱LiDAR数据的森林单木提取与树种分类方法研究, 国家自然科学基金项目 , 2016/12/03 , 进行