Binbin Xiang

ETH Zurich — Switzerland

Environmental Science · Physical Sciences

8h-index289citations19works51.32yr avg
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Research Topics

Remote Sensing and LiDAR Applications(12), Robotics and Sensor-Based Localization(5), Advanced Vision and Imaging(4), Advanced Image and Video Retrieval Techniques(4), 3D Surveying and Cultural Heritage(4)

Publications19 total

SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data
Remote Sensing of Environment·2024· 62 citedOpen Access
Automated forest inventory: Analysis of high-density airborne LiDAR point clouds with 3D deep learning
Remote Sensing of Environment·2024· 90 citedOpen Access
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data
arXiv (Cornell University)·2024· 2 citedOpen Access
TOWARDS ACCURATE INSTANCE SEGMENTATION IN LARGE-SCALE LIDAR POINT CLOUDS
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2023· 13 citedOpen Access
A Review of panoptic segmentation for mobile mapping point clouds
ISPRS Journal of Photogrammetry and Remote Sensing·2023· 18 citedOpen Access
NPM3D dataset with instance label. Dataset used in paper "A Review of Panoptic Segmentation for Mobile Mapping Point Clouds"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
NPM3D dataset with instance label. Dataset used in paper "A Review of Panoptic Segmentation for Mobile Mapping Point Clouds"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
NPM3D dataset with instance labels used in paper "Toward Accurate Instance Segmentation in Large-scale LiDAR Point Clouds"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
NPM3D dataset with instance labels used in paper "Toward Accurate Instance Segmentation in Large-scale LiDAR Point Clouds"
2023Open Access
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area
ISPRS Journal of Photogrammetry and Remote Sensing·2022· 4 citedOpen Access
Extraction of Street Pole-Like Objects Based on Plane Filtering From Mobile LiDAR Data
IEEE Transactions on Geoscience and Remote Sensing·2020· 20 cited
A Novel Octree-Based 3-D Fully Convolutional Neural Network for Point Cloud Classification in Road Environment
IEEE Transactions on Geoscience and Remote Sensing·2019· 22 cited
Multiple Combined Constraints for Image Stitching
arXiv (Cornell University)·2018Open Access
Multiple Combined Constraints for Image Stitching
2018· 5 cited
Video Stitching with Extended-MeshFlow
2018· 2 cited
Segmentation-based classification for 3D point clouds in the road environment
International Journal of Remote Sensing·2018· 27 cited
Superpixel-based optimal seamline detection via graph cuts for panoramic images
2016· 7 cited
Segmentation-based classification for 3D urban point clouds
2016· 17 cited
An extensible simulation framework for diagnosing the execution of the distributed geospatial web services
2015

Frequent Co-authors

Jian Yao(8), Li Li(7), Konrad Schindler(5), Jingmin Tu(5), Stefano Puliti(4), Maciej Wielgosz(3), Torben Peters(3), Rasmus Astrup(3), Renping Xie(3), Kai Chen(3), Theodora Kontogianni(2), Xiaohu Lu(2), Rasmus Astrup(1), Jie Li(1), Wenjie Zhao(1), Yuanwen Yue(1), Frawa Vetterli(1), Menghan Xia(1), Zhenyu Ma(1), Sander Oude Elberink(1)