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Shangfeng Huang
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2020 – today
- 2025
[c6]Yujun Liu, Ruisheng Wang, Shangfeng Huang, Guorong Cai:
EdgeDiff: Edge-aware Diffusion Network for Building Reconstruction from Point Clouds. CVPR 2025: 17008-17018
[c5]Yuzhou Liu, Lingjie Zhu, Hanqiao Ye, Shangfeng Huang, Xiang Gao, Xianwei Zheng, Shuhan Shen:
BWFormer: Building Wireframe Reconstruction from Airborne LiDAR Point Cloud with Transformer. CVPR 2025: 22215-22224
[c4]Qiaoqiao Hao, Ting Han, Yujun Liu, Shangfeng Huang, Duxin Zhu, Jinhe Su, Yundong Wu, Guorong Cai:
Edge First: Edge-Guided Geometry for Superior 3D Roof Wireframe Reconstruction. ICASSP 2025: 1-5
[i3]Shangfeng Huang, Ruisheng Wang, Xin Wang:
BuildingWorld: A Structured 3D Building Dataset for Urban Foundation Models. CoRR abs/2511.06337 (2025)- 2024
[j6]Hongxin Yang
, Shangfeng Huang
, Ruisheng Wang
:
Efficient Roof Vertex Clustering for Wireframe Simplification Based on the Extended Multiclass Twin Support Vector Machine. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j5]Hongxin Yang
, Shangfeng Huang
, Ruisheng Wang
, Xin Wang:
Self-Supervised Pre-Training for 3-D Roof Reconstruction on LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[c3]Shangfeng Huang, Ruisheng Wang, Bo Guo, Hongxin Yang:
PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds. CVPR 2024: 27778-27787- 2023
[c2]Ruisheng Wang, Shangfeng Huang, Hongxin Yang:
Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds. ICCV 2023: 20019-20029
[i2]Ruisheng Wang, Shangfeng Huang, Hongxin Yang:
Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds. CoRR abs/2307.11914 (2023)
[i1]Shangfeng Huang, Ruisheng Wang, Bo Guo, Hongxin Yang:
PBWR: Parametric Building Wireframe Reconstruction from Aerial LiDAR Point Clouds. CoRR abs/2311.12062 (2023)- 2022
[j4]Shangfeng Huang
, Guorong Cai, Zongyue Wang
, Qiming Xia
, Ruisheng Wang
:
SSA3D: Semantic Segmentation Assisted One-Stage Three-Dimensional Vehicle Object Detection. IEEE Trans. Intell. Transp. Syst. 23(9): 14764-14778 (2022)- 2021
[j3]Zongyue Wang
, Qiming Xia
, Jing Du, Shangfeng Huang, Jinhe Su, José Marcato Junior, Jonathan Li
, Guorong Cai:
3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds. Int. J. Appl. Earth Obs. Geoinformation 102: 102406 (2021)
[j2]Jing Du, Zuning Jiang, Shangfeng Huang, Zongyue Wang, Jinhe Su, Songjian Su, Yundong Wu, Guorong Cai:
Point Cloud Semantic Segmentation Network Based on Multi-Scale Feature Fusion. Sensors 21(5): 1625 (2021)- 2020
[c1]Shangfeng Huang, Qiming Xia, Yanhao Lin, Haiyan Lian, Zongyue Wang, Guorong Cai, Jinhe Su:
Multi-layer Pointpillars: Multi-layer Feature Abstraction for Object Detection from Point Cloud. PRCV (1) 2020: 626-637
2010 – 2019
- 2019
[j1]Guorong Cai, Zuning Jiang, Zongyue Wang, Shangfeng Huang, Kai Chen, Xuyang Ge, Yundong Wu:
Spatial Aggregation Net: Point Cloud Semantic Segmentation Based on Multi-Directional Convolution. Sensors 19(19): 4329 (2019)
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