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Shiori Ueda


I am a Ph.D. student advised by Prof. Hideo Saito at Keio University, Japan. My research interests include computer vision and machine learning. Motivated by my background as a photographer, I am passionate about capturing reality beyond conventional optical capture.


  • Ph.D in Engineering

    Sep. 2023 - Present

    Keio University, Kanagawa, Japan

  • M.S. in Engineering

    Apr. 2022 - Sep. 2023

    Keio University, Kanagawa, Japan

  • B. Engineering

    Apr. 2018 - Mar. 2022

    Keio University, Kanagawa, Japan

Work Experiences


Journal Papers

  1. Three-dimensional shape estimation of wires from three-dimensional X-ray computed tomography images of electrical cables

    Shiori Ueda, Kanon Sato, Hideo Saito, Yutaka Hoshina

    Journal of Electronic Imaging, vol. 33, no. 3, pp. 031209, 2024, (Shiori Ueda and Kanon Sato contributed equally to this work)

  2. 深層学習による顕微鏡focal stack画像からの全焦点画像の生成

    上田栞, 藤井亮, 斎藤英雄, 菅野純一, 足立秀之

    精密工学会誌, vol. 89, no. 3, pp. 265-274, 2023, (in Japanese)

  3. 電線ケーブル3次元X線CT画像からの素線検出と追跡による3次元構造推定

    上田栞, 藤井亮, 斎藤英雄, 星名豊

    画像電子学会誌, vol. 52, no. 1, pp. 164-173, 2023, (in Japanese)


  1. Toward Multi-Plane Image Reconstruction from a Casually Captured Focal Stack

    Shiori Ueda, Hideo Saito, Shohei Mori

    International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), pp. 72-82, 2024, (Selected as full paper (top 24%))

  2. 3D shape estimation of wires from 3D x-ray CT images of electrical cables

    Shiori Ueda, Kanon Sato, Hideo Saito, Yutaka Hoshina

    International Conference on Quality Control by Artificial Vision (QCAV), vol. 12749, pp. 1274909, 2023

Grants and Fellowships

  • JSPS Research Fellowship for Young Scientists (DC1)

    Apr. 2024 - Present

  • JST Support for Pioneering Research Initiated by the Next Generation

    Sep. 2023 - Mar. 2024


  • Certificate of completion of the course Education Network for Practical Information Technology: Security Field

    Mar. 2024

  • Test in color coordination (Grade 2)

    June 2021

  • Image Processing Certification Test (Expert, Top1 score)

    Nov. 2020

  • CG Engineer Certification Test (Expert)

    Nov. 2020


Programming Languages

Python, C#, C, HTML/CSS, Java, JavaScript, SQL


PyTorch, OpenCV


Blender, Unity