shangfeng Huang

shangfeng Huang

Phd student, University of Calgary

📎 About Me

Hi! I am Shangfeng Huang. Currently, I am on the PhD programme at the University of Calgary in Canada. I’m supervised by Prof. Ruisheng Wang. Before this,received my Bachelor’s degree at Jimei University. My research interests include computer vision, point clouds and 3D reconstruction.

🕵️‍♂️ Phd Research

  • Building3D Dataset 👍

    A dataset comprising airborne LiDAR point cloud data for large-scale scenes, along with their corresponding wireframe models.

  • Building Wireframe Reconstruction 👍

    PBWR: A method for wireframe reconstruction based on the Building3D dataset, which directly regresses edges from point clouds.

  • **Building3D Reconstruction Review ** 👍

    Requirements for the Phd Program (Literature Review)

  • Candidacy Exam 💯

    (On going) ohh my god….

  • BuildingGPT (On going)

    A Generative method base on LLM

  • DeepRoofs (On going)

    Refactor the code and Edit the manuscript

📝 Publications

CVPR 2024 Workshop
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Urban Scene Modeling: Where Vision Meets Photogrammetry and Graphics In Conjunction
One of the organizers.

Project

  • 1st Workshop on Urban Scene Modeling: Where Vision Meets Photogrammetry and Graphics In Conjunction with CVPR 2024
CVPR 2024
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PBWR:Parametric Building Wireframe Reconstruction from Aerial LiDAR Point Clouds
Shangfeng Huang, Ruisheng Wang, Bo Guo,Hongxin Yang

Project

  • It directly regresses desired edges without any intermediate heuristic-guided process.
ICCV 2023
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Building3D: An Urban-Scale Dataset and Benchmarks for Learning Roof Structures from Point Clouds
Ruisheng Wang, Shangfeng Huang, Hongxin Yang

Project

  • The first and largest urban-scale building modeling dataset.
  • The dataset consists of aerial LiDAR point clouds, mesh and wireframe models.

🎖 Honors and Awards

  • 2023.05 Faculty of Graduate Studies Doctoral Entrance Scholarship

📖 Educations

  • University Of Calgary

    Jan. 2022 — Now

    PhD in Geomatics Engineering, Schulich School OF Engineering, University of Calgary, Canada.

  • Jimei University

    2017 — 2021

    BEng in Software Engineering, School of Computer Engineering, Jimei University.