Shangfeng Huang

According to our database, Shangfeng Huang authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Edge First: Edge-Guided Geometry for Superior 3D Roof Wireframe Reconstruction.

Qiaoqiao Hao, Ting Han, Yujun Liu, Shangfeng Huang, Duxin Zhu, Jinhe Su, Yundong Wu, Guorong Cai

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

BWFormer: Building Wireframe Reconstruction from Airborne LiDAR Point Cloud with Transformer.

Yuzhou Liu, Lingjie Zhu, Hanqiao Ye, Shangfeng Huang, Xiang Gao, Xianwei Zheng, Shuhan Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

EdgeDiff: Edge-aware Diffusion Network for Building Reconstruction from Point Clouds.

Yujun Liu, Ruisheng Wang, Shangfeng Huang, Guorong Cai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Self-Supervised Pre-Training for 3-D Roof Reconstruction on LiDAR Data.

Hongxin Yang, Shangfeng Huang, Ruisheng Wang, Xin Wang

IEEE Geosci. Remote. Sens. Lett., 2024

Efficient Roof Vertex Clustering for Wireframe Simplification Based on the Extended Multiclass Twin Support Vector Machine.

Hongxin Yang, Shangfeng Huang, Ruisheng Wang

IEEE Geosci. Remote. Sens. Lett., 2024

PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds.

Shangfeng Huang, Ruisheng Wang, Bo Guo, Hongxin Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds.

Ruisheng Wang, Shangfeng Huang, Hongxin Yang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

SSA3D: Semantic Segmentation Assisted One-Stage Three-Dimensional Vehicle Object Detection.

Shangfeng Huang, Guorong Cai, Zongyue Wang, Qiming Xia, Ruisheng Wang

IEEE Trans. Intell. Transp. Syst., 2022

2021

Point Cloud Semantic Segmentation Network Based on Multi-Scale Feature Fusion.

Jing Du, Zuning Jiang, Shangfeng Huang, Zongyue Wang, Jinhe Su, Songjian Su, Yundong Wu, Guorong Cai

Sensors, 2021

3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds.

Zongyue Wang, Qiming Xia, Jing Du, Shangfeng Huang, Jinhe Su, José Marcato Junior, Jonathan Li, Guorong Cai

Int. J. Appl. Earth Obs. Geoinformation, 2021

2020

Multi-layer Pointpillars: Multi-layer Feature Abstraction for Object Detection from Point Cloud.

Shangfeng Huang, Qiming Xia, Yanhao Lin, Haiyan Lian, Zongyue Wang, Guorong Cai, Jinhe Su

Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

2019

Spatial Aggregation Net: Point Cloud Semantic Segmentation Based on Multi-Directional Convolution.

Guorong Cai, Zuning Jiang, Zongyue Wang, Shangfeng Huang, Kai Chen, Xuyang Ge, Yundong Wu

Sensors, 2019