Pragyan Shrestha

University of Tsukuba

prof_pic.jpg

University of Tsukuba

Tsukuba, Ibaraki, Japan

Hi! I am a currently a PhD student under the supervision of Prof. Itaru Kitahara at the Computer Vision and Image Media lab, University of Tsukuba. My research interests include 3D reconstruction, 6DoF pose estimation and camera calibration. Currently, I am working on 2D-3D registration and few-view reconstruction of X-ray images and 3DCT scans.

Why work on X-ray images?

Because they are challenging and simple at the same time. Well established methods for reflective images like the one you are looking at right now, usually do not work on transmissive images such as X-ray images because of the fundamental difference in their rendering model. I want to create a unified framework for 3D CV tasks on transmissive images.

news

Dec 06, 2024 Paper accepted at ACCV 2024 (oral presentation)!
Dec 06, 2024 Website is live!

latest posts

selected publications

  1. rayemb.jpg
    RayEmb: Arbitrary Landmark Detection in X-Ray Images Using Ray Embedding Subspace
    Pragyan Shrestha, Chun Xie, Yuichi Yoshii, and 1 more author
    In Proceedings of the Asian Conference on Computer Vision (ACCV). Code , Dec 2024
  2. scr.jpg
    X-Ray to CT Rigid Registration Using Scene Coordinate Regression
    Pragyan Shrestha, Chun Xie, Hidehiko Shishido, and 2 more authors
    In Medical Image Computing and Computer Assisted Intervention – MICCAI 2023. Code , Dec 2023