Qin Guo is a PhD student at the School of Information Science and Engineering, East China University of Science and Technology. His current research interests include 3D computer vision, Cone Beam CT (CBCT) reconstruction, and medical image processing. Specific research contents encompass sparse-view CBCT reconstruction based on Neural Radiance Fields and 3D Gaussian Splatting, 3D medical image denoising, restoration, and enhancement algorithms, as well as 3D scene generation and understanding using artificial neural networks.

He has published papers on deep learning and image processing in relevant academic journals. Additionally, he completed a one-year-plus internship at the Hisense Group Innovation Technology Research Institute, where he participated in the research and development of multiple artificial intelligence projects.

Interests
  • 3D computer vision
  • Cone Beam CT (CBCT) reconstruction
  • Medical image processing
Education
  • PhD, 2029

    East China University of Science and Technology

  • Master of Engineering, 2025

    Qingdao University of Science and Technology

  • Bachelor of Engineering, 2022

    Qingdao Agricultural University