Binbin Xiang

Automated forest inventory: Analysis of high-density airborne LiDAR point clouds with 3D deep learning

Binbin Xiang, Maciej Wielgosz, Theodora Kontogianni et al. · Remote Sensing of Environment · 2024 · 90 citations · Full text

Engineering, Forest Biometrics, Machine Learning +19

SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data

Maciej Wielgosz, Stefano Puliti, Binbin Xiang et al. · Remote Sensing of Environment · 2024 · 62 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Segmentation-based classification for 3D point clouds in the road environment

Binbin Xiang, Jian Yao, Xiaohu Lu et al. · International Journal of Remote Sensing · 2018 · 27 citations

Engineering, Machine Learning, Point Cloud Processing +17

A Novel Octree-Based 3-D Fully Convolutional Neural Network for Point Cloud Classification in Road Environment

Binbin Xiang, Jingmin Tu, Jian Yao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 22 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Extraction of Street Pole-Like Objects Based on Plane Filtering From Mobile LiDAR Data

Jingmin Tu, Jian Yao, Li Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 19 citations

Engineering, Field Robotics, Point Cloud Processing +19