π About Me
Hi! I am Shangfeng Huang. Currently, I am on the PhD programme at the University of Calgary in Canada. Iβm supervised by Prof. Ruisheng Wang. Before this,received my Bachelorβs degree at Jimei University. My research interests include computer vision, point clouds and 3D reconstruction.
π΅οΈββοΈ Phd Research
-
Building3D Dataset π
A dataset comprising airborne LiDAR point cloud data for large-scale scenes, along with their corresponding wireframe models.
-
Building Wireframe Reconstruction π
PBWR: A method for wireframe reconstruction based on the Building3D dataset, which directly regresses edges from point clouds.
-
**Building3D Reconstruction Review ** π
Requirements for the Phd Program (Literature Review)
-
Candidacy Exam π―
(On going) ohh my godβ¦.
-
BuildingGPT (On going)
A Generative method base on LLM
-
DeepRoofs (On going)
Refactor the code and Edit the manuscript
π Publications
Urban Scene Modeling: Where Vision Meets Photogrammetry and Graphics
In Conjunction
One of the organizers.
- 1st Workshop on Urban Scene Modeling: Where Vision Meets Photogrammetry and Graphics In Conjunction with CVPR 2024
PBWR:Parametric Building Wireframe Reconstruction from Aerial LiDAR Point Clouds
Shangfeng Huang, Ruisheng Wang, Bo Guo,Hongxin Yang
- It directly regresses desired edges without any intermediate heuristic-guided process.
Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds
Ruisheng Wang, Shangfeng Huang, Hongxin Yang
- The first and largest urban-scale building modeling dataset.
- The dataset consists of aerial LiDAR point clouds, mesh and wireframe models.
- SSA3D: Semantic segmentation assisted one-stage three-dimensional vehicle object detection, Shangfeng Huang, Guorong Cai, Zongyue Wang, Qiming Xia, Ruisheng Wang, TITS
- Detail
π Honors and Awards
- 2023.05 Faculty of Graduate Studies Doctoral Entrance Scholarship
π Educations
-
University Of Calgary
Jan. 2022 β Now
PhD in Geomatics Engineering, Schulich School OF Engineering, University of Calgary, Canada.
-
Jimei University
2017 β 2021
BEng in Software Engineering, School of Computer Engineering, Jimei University.