I am currently a program-specific researcher (postdoc) at Kyoto University Computer Vision Lab.

Education

April 2021 - March 2024 Ph.D. in Informatics, Kyoto University
April 2019 - March 2021 Master in Informatics, Kyoto University
April 2015 - March 2019 Bachelor in Engineering, Kyoto University

Work Experience

April 2024 - Present Program-Specific Researcher, Kyoto University Computer Vision Lab

Publications

Google Scholar arXiv Preprint

  • Correspondences of the Third Kind: Camera Pose Estimation from Object Reflection
    K. Yamashita, V. Lepetit, and K. Nishino,
    in Proc. of European Conference on Computer Vision ECCV’24, Oct., 2024. [oral].
    [ paper ][ supp. PDF ][ project ][ code/data ]

  • DeepShaRM: Multi-View Shape and Reflectance Map Recovery Under Unknown Lighting
    K. Yamashita, S. Nobuhara, and K. Nishino,
    in Proc. of International Conference on 3D Vision (3DV), 2024.
    [ arXiv ]

  • nLMVS-Net: Deep Non-Lambertian Multi-View Stereo
    K. Yamashita, Y. Enyo, S. Nobuhara, and K. Nishino,
    in IEEE/CVF Winter Conference on Applications of Computer Vision WACV’23, 2023.
    [ arXiv ][ link ][ code/data ]

  • 3D-GMNet: Single-View 3D Shape Recovery as A Gaussian Mixture
    K. Yamashita, S. Nobuhara, and K. Nishino,
    in Proc. of British Machine Vision Conference BMVC’20, Sep., 2020.
    [ arXiv ][ link ]

Academic Service

  • Reviewer: CVPR (2026, 2025), NeurIPS (2025), ECCV (2024, 2022), 3DV (2024,2021), TPAMI

Skills

  • Computer Vision
    • Passive 3D Reconstruction
      • Multi-view Stereo
      • Differentiable Rendering
      • Gaussian Splatting
    • Multi-View Data Capture and Calibration
  • Programming
    • Python
      • PyTorch
      • OpenCV
      • GPU Programming (Numba / Nvidia Warp)
    • C/C++
      • Hobby mobile robot (See below)
        • Microcontroller (STM32 / AVR)
        • Nvidia Jetson Orin Nano

Hobby

I make robots as a hobby. I have been participating in Micromouse, a contest for autonomous and self-contained mobile robots.

In 2019, I won a New Technology Prize in All Japan Micromouse Contest by making a line-following robot run an faster, shortcut path.